monthly refresh: 2026-07-01T06:26Z — bayer=946 gh=139 nk=122 agripro=24 ag_trials=14 gh_plot_reports=4299 pfr=0

Co-authored-by: claude <claude@jpaul.io>
Co-committed-by: claude <claude@jpaul.io>

.gitea/workflows/image-only.yml

@@ -32,7 +32,11 @@ env:
   REGISTRY_PUSH: 192.168.0.2:1234
   REGISTRY_PULL: git.jpaul.io
   IMAGE: ${{ github.repository_owner }}/${{ github.event.repository.name }}
-  OLLAMA_URL: http://192.168.0.2:11434,http://192.168.0.2:11435,http://192.168.0.125:11434
+  # 3-GPU LAN pool, weighted toward .0.125 (4090). See refresh.yml for
+  # the bench numbers. .0.2:11434 excluded (not GPU-pinned). localhost
+  # excluded from CI (runner container has no Ollama on its loopback;
+  # works in dev but fails in CI with connection refused).
+  OLLAMA_URL: http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.2:11436,http://192.168.0.2:11436,http://192.168.0.2:11435
   EMBED_MODEL: nomic-embed-text
   PRODUCT_NAME: crop_seed
 

.gitea/workflows/refresh.yml

@@ -34,10 +34,17 @@ env:
   REGISTRY_PULL: git.jpaul.io
   IMAGE: ${{ github.repository_owner }}/${{ github.event.repository.name }}
 
-  # Embedder pool. Two Ollama instances on the Gitea/runner host
+  # Embedder pool — 3 GPU-pinned endpoints reachable from the runner
-  # (one per GPU) + the Windows Ollama. Trashpanda's Ollama is
+  # container on .0.2. Measured throughput (50-chunk batches on
-  # production-shared with Drawbar; CI does NOT hit it.
+  # nomic-embed-text):
-  OLLAMA_URL: http://192.168.0.2:11434,http://192.168.0.2:11435,http://192.168.0.125:11434
+  #   .0.125:11434  (4090)       242 embeds/sec  ← weighted ×4
+  #   .0.2:11436    (GPU-pinned) 108 embeds/sec  ← weighted ×2
+  #   .0.2:11435    (GPU-pinned)  72 embeds/sec  ← weight 1
+  # NOTE: .0.2:11434 is NOT GPU-pinned — exclude.
+  # NOTE: `localhost:11434` works locally during dev but resolves to the
+  # runner CONTAINER's own localhost in CI (no Ollama there → 111
+  # connection refused). Use only LAN endpoints from CI.
+  OLLAMA_URL: http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.125:11434,http://192.168.0.2:11436,http://192.168.0.2:11436,http://192.168.0.2:11435
   EMBED_MODEL: nomic-embed-text
 
   PRODUCT_NAME: crop_seed
@@ -83,10 +90,21 @@ jobs:
         if: ${{ inputs.sources == '' || contains(inputs.sources, 'agripro') }}
         run: python -m scrape.runner --source agripro --force
 
+      - name: Scrape AgriPro regional trial PDFs
+        if: ${{ inputs.sources == '' || contains(inputs.sources, 'agripro_trials') }}
+        run: python -m scrape.runner --source agripro_trials --force
+
+      - name: Scrape Golden Harvest plot reports (cross-vendor yield trials)
+        if: ${{ inputs.sources == '' || contains(inputs.sources, 'gh_plot_reports') }}
+        # Heaviest single source — ~4,600 docs at 1 req/sec ≈ 70 min.
+        # Wraps the bulk of CI time; runs late so an earlier failure
+        # doesn't waste 70 min before failing.
+        run: python -m scrape.runner --source gh_plot_reports --force
+
       - name: Scrape Beck's PFR research corpus
         if: ${{ inputs.sources == '' || contains(inputs.sources, 'becks_pfr') }}
-        # Heaviest source — ~2,089 docs via public Sanity GROQ.
+        # Deferred (returns 0 cleanly from a stub) — implementation
-        # No auth, but rate-limit ourselves to be polite.
+        # pending. Public Sanity GROQ at mc8v24rf.api.sanity.io.
         run: python -m scrape.runner --source becks_pfr --force
 
       # ---- Commit corpus changes + retry-on-race -----------------
@@ -107,8 +125,10 @@ jobs:
           n_gh=$(find corpus/golden_harvest -name '*.json' 2>/dev/null | wc -l)
           n_nk=$(find corpus/nk -name '*.json' 2>/dev/null | wc -l)
           n_ag=$(find corpus/agripro -name '*.json' 2>/dev/null | wc -l)
+          n_agt=$(find corpus/agripro_trials -name '*.json' 2>/dev/null | wc -l)
+          n_ghpr=$(find corpus/gh_plot_reports -name '*.json' 2>/dev/null | wc -l)
           n_pfr=$(find corpus/becks_pfr -name '*.json' 2>/dev/null | wc -l)
-          git commit -m "monthly refresh: ${ts} — bayer=${n_bayer} gh=${n_gh} nk=${n_nk} agripro=${n_ag} pfr=${n_pfr}"
+          git commit -m "monthly refresh: ${ts} — bayer=${n_bayer} gh=${n_gh} nk=${n_nk} agripro=${n_ag} ag_trials=${n_agt} gh_plot_reports=${n_ghpr} pfr=${n_pfr}"
           attempt=1
           while [ $attempt -le 3 ]; do
             if git push; then

CLAUDE.md

@@ -25,13 +25,29 @@ and the `crop_seed_api_lessons` tool).
 
 | Vendor | Verdict | Varieties | Source pattern |
 |---|---|---|---|
-| Bayer (DEKALB + Asgrow + WestBred) | 🟢 | ~475 | `cropscience.bayer.us` Next.js `__NEXT_DATA__` (same infra as crop-chem-docs) |
+| Bayer (DEKALB + Channel + Asgrow + WestBred + Deltapine) | 🟢 | 931 | `cropscience.bayer.us` Next.js `__NEXT_DATA__` (same infra as crop-chem-docs) |
-| Golden Harvest (Syngenta) | 🟢 | ~175 | sitemap.xml + server-rendered HTML + Syngenta CDN PDFs |
+| LG Seeds (AgReliant) | 🟢 | 170 | `lgseeds.com` JSON XHR (+ `lg_plot_reports` trials) |
-| NK (Syngenta) | 🟢 | 29 | static HTML + Syngenta CDN PDFs (shares fetcher with Golden Harvest) |
+| Golden Harvest (Syngenta) | 🟢 | 139 | sitemap.xml + server-rendered HTML + Syngenta CDN PDFs (+ `gh_plot_reports` trials) |
+| NK (Syngenta) | 🟢 | 122 | static HTML + Syngenta CDN PDFs (shares fetcher with Golden Harvest) |
+| **Latham Hi-Tech Seeds** (independent, IA) | 🟢 | **264** | WordPress REST enum (`/wp-json/wp/v2/varieties`) + `/products/<slug>/` detail HTML. Scale 1-9 **LOWER=better** (reversed) |
+| **Stine Seed** (independent, IA — largest US) | 🟢 | **217** | custom PHP; `sitemap.xml` enum + `/{crop}/traits/<slug>/<code>/` detail HTML. Corn 1-9 (9=best); soy qualitative |
+| LG Seeds (AgReliant) | 🟢 | 170 | `lgseeds.com` JSON XHR (+ `lg_plot_reports` trials) |
+| Golden Harvest (Syngenta) | 🟢 | 139 | sitemap.xml + server-rendered HTML + Syngenta CDN PDFs (+ `gh_plot_reports` trials) |
+| NK (Syngenta) | 🟢 | 122 | static HTML + Syngenta CDN PDFs (shares fetcher with Golden Harvest) |
+| **RobSeeCo** (independent, NE) | 🟢 | **130** | **PDF-extraction** of the 2026 Seed Guide (Squarespace; no web catalog). Rob-See-Co + Innotech corn/soy. Scale 1-9 (9=best). Pages duplicated → dedup |
+| **ProHarvest Seeds** (independent, IL) | 🟢 | **119** | WordPress REST API (`/wp/v2/seed` + `/seed/<slug>/` detail pages) (+ `proharvest_plots` trials) |
+| AgriGold (AgReliant) | 🟢 | 111 | `agrigold.com` server-rendered HTML (+ `agrigold_plot_reports` trials) |
+| **1st Choice Seeds** (independent, IN) | 🟢 | **78** | WordPress (CPTs not in REST); per-crop sitemap → detail HTML. Scale 0-10 higher=better. corn/soy/wheat |
+| **Burrus Seed** (independent, IL) | 🟢 | **64** | Seedware JSON API (`burrus25.seedware.net`, callback+Referer). Scale 1-10 (10=best). robots `ai-train=no` — operator opted in |
+| Ebbert's Seeds (independent, OH/IN) | 🟢 | 29 | WordPress per-crop catalog pages, verbatim body |
 | AgriPro (Syngenta wheat) | 🟢 | 24 | Drupal Views form, server-rendered HTML |
 | Beck's PFR | 🟡 | 2,089 | Public Sanity GROQ API at `mc8v24rf.api.sanity.io` (no auth) |
 | Beck's products | 🟡 | 860 | Same Sanity API — identity-only until SeedIQ XHR is sniffed |
-| Pioneer (Corteva) | 🔴 | — | DROP. ToS bans automation; dealer locator login-gated too |
+| Pioneer + Hoegemeyer + Brevant (Corteva) | 🔴 | — | DROP. Shared corteva.com ToU bans automation (scrapers + "competitive service"). Treat ALL `*.corteva.com / pioneer.com / hoegemeyer.com / therightseed.com` + Vylor brands as one excluded ToU domain |
+
+Trial-only sources (cross-vendor yield, `data_type=trial`): vendor plot reports `gh_plot_reports`, `lg_plot_reports`, `agrigold_plot_reports`, `proharvest_plots`, `agripro_trials`; **university-extension variety trials** `illinois_vt_trials` (IL, +wheat), `iowa_icpt_trials` (IA), `ohio_ocpt_trials` (OH) — independent third-party data that ranks the majors we can't catalog directly (Pioneer/DEKALB/Brevant) side-by-side. The university sources route through `_render_gh_plot_chunk(include_region=True)` so the region/district is in the embedded chunk. See the README corpus table for counts.
+
+> **Scale-direction warning (read before any cross-vendor numeric comparison):** the independents do NOT agree on direction. Bayer + Stine(corn) + ProHarvest(disease) + Burrus = HIGHER is better (Burrus 1-10, others 1-9). **Latham + NK + AgriPro = LOWER is better (1 = best).** 1st Choice = 0-10 higher=better. Stine soy is qualitative. Always consult each record's `_scale_direction` (the chunker attaches it) before comparing numbers across brands.
 
 **Build priority order** (shared-infra first → biggest yield):
 1. `bayer_seeds` — lift-and-shift from crop-chem-docs' Bayer scraper

README.md

@@ -1,27 +1,88 @@
 # seed-mcp
 
 MCP server over the public catalogs of major US row-crop seed
-vendors — corn, soybeans, wheat. Sibling project to
+vendors — **variety identity** (what each hybrid IS) plus **yield-trial data** (how they actually perform in real cooperator fields). Sibling project to
 [`crop-chem-docs`](https://git.jpaul.io/justin/crop-chem-docs)
 (pesticide labels), feeding the same Drawbar farm-advisor AI.
 
-The server exposes per-variety records with **agronomic ratings**,
+**Deployed 2026-05-25** on trashpanda as a sibling sidecar to
-**disease tolerance**, **trait stack**, **maturity**, and
+`chem-mcp`; the Drawbar advisor calls it via the `seed:` prefix.
-**regional notes** — so the advisor can answer questions like
-"which corn hybrid for sandy soil, drought-prone, RM ≤105 in
-northeast Iowa?" without rummaging through individual brand sites.
 
-## Vendor coverage
+## What's in the corpus
 
-| Vendor | Verdict | Varieties | Notes |
+**~9,300 indexed records** (one chunk each) across two complementary surfaces:
+
+### Variety identity — 2,398 records
+
+| Source | Count | Vendor | Brand |
 |---|---|---|---|
-| Bayer seeds (DEKALB + Asgrow + WestBred) | 🟢 | ~475 | Same `cropscience.bayer.us` Next.js infra as crop-chem-docs |
+| `bayer_seeds` | 931 | Bayer | DEKALB / Channel (corn) / Asgrow (soy) / WestBred (wheat) / Deltapine |
-| Golden Harvest (Syngenta) | 🟢 | ~175 | Sitemap + server-rendered HTML + Syngenta CDN PDFs |
+| `latham` | 264 | Latham Hi-Tech Seeds | Latham (corn / soy) — **independent family brand, Alexander IA** |
-| NK (Syngenta) | 🟢 | 29 | Shares PDF fetcher with Golden Harvest |
+| `stine` | 217 | Stine Seed Company | Stine (corn / soy) — **largest US independent, Adel IA** |
-| AgriPro (Syngenta wheat) | 🟢 | 24 | Drupal Views, server-rendered |
+| `lg_seeds` | 170 | AgReliant | LG Seeds (corn / soy / sorghum) |
-| Beck's PFR | 🟡 | 2,089 | Public Sanity GROQ API (no auth) |
+| `golden_harvest` | 139 | Syngenta | Golden Harvest (corn / soy) |
-| Beck's products | 🟡 | 860 | Identity-only until SeedIQ XHR sniffed |
+| `robseeco` | 130 | RobSeeCo | Rob-See-Co / Innotech (corn / soy) — **independent, Elkhorn NE; from the seed-guide PDF** |
-| Pioneer (Corteva) | 🔴 | — | ToS bans automation — curated fallback lesson instead |
+| `nk` | 122 | Syngenta | NK (corn / soy) |
+| `proharvest` | 119 | ProHarvest Seeds | ProHarvest / Apex (corn / soy / wheat) — **independent Corn Belt brand** |
+| `agrigold` | 111 | AgReliant | AgriGold (corn / soy) |
+| `first_choice` | 78 | 1st Choice Seeds | 1st Choice (corn / soy / wheat) — **employee-owned independent, Rushville IN** |
+| `burrus` | 64 | Burrus Seed | Burrus / Power Plus / DONMARIO (corn / soy) — **independent family, Arenzville IL** |
+| `ebberts_seeds` | 29 | Ebbert's Seeds | Ebbert's (corn / soy / wheat) — independent E. Corn Belt breeder |
+| `agripro` | 24 | Syngenta | AgriPro (wheat — HRW / HRS / HWS / SWW) |
+
+### Yield-trial data — 6,910 documents
+
+| Source | Count | Notes |
+|---|---|---|
+| `gh_plot_reports` | 4,299 | Golden Harvest plot reports 2024+2025. **Cross-vendor head-to-head** — DEKALB / NK / GH / Pioneer / Channel all appear in the same trial rankings. |
+| `lg_plot_reports` | 1,307 | LG Seeds (AgReliant) cross-vendor plots, top-5 per site, 2024+2025. |
+| `agrigold_plot_reports` | 1,006 | AgriGold (AgReliant) cross-vendor plots, full ranking + rich plot management, 2024+2025. |
+| `proharvest_plots` | 161 | ProHarvest Seeds per-cooperator harvest reports (corn / soy, 2024+2025). Many are **cross-vendor** (ProHarvest / Apex vs Pioneer / DEKALB / Becks / Channel / Wyffels). Structured rank/yield/%H2O/test-wt where the PDF fits the template; off-template third-party reports kept verbatim. |
+| `ohio_ocpt_trials` | 69 | **University-extension** trial (OSU/CFAES) — corn + soy per-site, 2024+2025. Independent third-party; ranks CHANNEL / DEKALB / NK / Golden Harvest / LG / AgriGold / Beck's etc. side-by-side. |
+| `illinois_vt_trials` | 30 | **University-extension** trial (U of Illinois VT) — corn + soy + **wheat**, 2024+2025. Pioneer / NK + many regionals; rich per-site agronomic metadata. |
+| `iowa_icpt_trials` | 24 | **University-extension** trial (Iowa State / ICPT) — corn + soy by district, 2024+2025. Pioneer / DEKALB / Asgrow / NK / Golden Harvest. |
+| `agripro_trials` | 14 | Regional wheat trial PDF summaries (PNW, Western Plains, Northern Plains, etc.) |
+
+> The three `*_trials` university sources are **independent third-party** performance data — land-grant programs that test every entered brand (incl. majors we can't catalog directly, like **Pioneer / DEKALB / Brevant**) side-by-side with replication + LSD stats. The publisher is the university; the seed brands live in each row's `brand`.
+
+### Not in the corpus (documented in `docs_mcp/lessons.md`)
+
+- **Pioneer / Corteva (all brands)** — ToS bans automation. This now covers the whole Corteva family — Pioneer, Brevant, **Hoegemeyer** (the consolidation brand absorbing Seed Consultants / Dairyland / Nu-Tech / Terral), and the upcoming Vylor spinoff — all share the same corteva.com ToU. Curated fallback lesson points the farmer at a local dealer; legitimate Corteva-data paths are an official license (openinnovation@corteva.com) or university-extension trial data.
+- **NK yield-results** — fiddly ASMX/SOAP endpoint, needs a dedicated reverse-engineer session.
+- **Bayer per-variety trial data** — not publicly indexed (DEKALB / Asgrow trial data flows through Channel reps). Partially covered by the GH plot reports' cross-vendor results.
+
+## MCP tools (6)
+
+| Tool | Purpose |
+|---|---|
+| `search_docs` | Variety IDENTITY — what a hybrid IS (disease ratings, traits, maturity). Hybrid dense+BM25 + cross-encoder rerank + variety-code prefilter. |
+| `search_trials` | Variety PERFORMANCE — head-to-head yield trial results. Filterable by crop, state, year, product. |
+| `get_page` | Full canonical record for one variety + structured ratings header sourced from the sidecar JSON. |
+| `lookup_variety` | Raw sidecar JSON for one variety — **fact-check tool**; call before quoting any specific rating value. |
+| `list_versions` | Discover facets (sources, vendors, brands, crops) currently indexed. |
+| `crop_seed_api_lessons` | Curated knowledge: Pioneer fallback policy, scale-direction differences across vendors, trait glossary, SCN race coverage notes. |
+
+`search_docs` defaults to `data_type="variety"`; `search_trials` uses `data_type="trial"` — single Chroma collection, metadata-filtered.
+
+## Retrieval — eval-validated
+
+From `eval/results/baseline.md` (21 golden queries, k=5):
+
+| Retriever | Pass | Recall | P@1 | MRR | Avg ms |
+|---|---|---|---|---|---|
+| **hybrid+rerank** | **21/21** | **100%** | **90%** | **0.905** | 2064 |
+| bm25 | 20/21 | 95% | 81% | 0.833 | 5 |
+| hybrid (no rerank) | 15/21 | 71% | 62% | 0.619 | 73 |
+| dense | 14/21 | 67% | 38% | 0.440 | 79 |
+
+**Deploy config**: `HYBRID_SEARCH=true` + `RERANK_URL=http://llama-rerank:8080`.
+
+Some surprises worth knowing:
+
+1. **Dense embedding alone is the weakest config**. Variety codes (DKC62-08RIB), gene names (Rps3a), and trait codes (XF) have no semantic neighbors — nomic-embed-text returns noise on them.
+2. **Hybrid alone is WORSE than BM25 alone.** RRF dilutes BM25's strong ranking with dense noise. Don't ship without rerank.
+3. **BM25-alone (95% recall, 5 ms) is an excellent fallback** when the rerank sidecar is unavailable. The variety-code prefilter in `search_docs` does heavy lifting.
+4. **Anti-hallucination queries pass on every retriever** — Pioneer fallback + not-in-corpus product checks hold across all configs.
 
 ## Quick start
 
@@ -31,54 +92,121 @@ cd seed-mcp
 python -m venv venv && source venv/bin/activate
 pip install -r requirements.txt
 
-# Run one scraper
+# Sample-scrape just to verify wiring:
-python -m scrape.runner --source bayer_seeds --force
+python -m scrape.runner --source bayer_seeds --limit 3
 
-# Rebuild indexes
+# Full refresh (all 6 sources; expect ~25 min for gh_plot_reports
+# with 4 concurrent workers):
+python -m scrape.runner --all --force
+
+# Rebuild Chroma + BM25 from the corpus:
+OLLAMA_URL=http://192.168.0.125:11434 PRODUCT_NAME=crop_seed \
   python -m rag.index --rebuild
 
-# Local MCP server (stdio for Claude Desktop dev)
+# Run the eval harness:
-python -m docs_mcp.server --transport stdio
+RERANK_URL=http://localhost:18080 python -m eval.run_eval \
+  --queries eval/queries.jsonl --k 5 \
+  --output eval/results/baseline.md
+
+# Local MCP server (stdio for Claude Desktop dev):
+PRODUCT_NAME=crop_seed python -m docs_mcp.server --transport stdio
+
+# Local HTTP server (matches production transport):
+PRODUCT_NAME=crop_seed python -m docs_mcp.server \
+  --transport streamable-http --port 8000
 ```
 
-## Tools exposed
+## Repo layout
 
-| Tool | Purpose |
+```
-|---|---|
+.
-| `search_docs` | Hybrid + rerank variety search with crop / RM / trait / region filters |
+├── CLAUDE.md                      # Canonical agent guide. Read first.
-| `get_page` | Full variety record by `(source, source_key)` |
+├── PLAN.md                        # Template's 13-phase build guide.
-| `list_versions` | Discover crops, brands, traits, RM/MG ranges, wheat classes |
+├── README.md
-| `corpus_status` | Counts + freshness; useful for health probes |
+├── requirements.txt
-| `crop_seed_api_lessons` | Curated agronomy lessons — Pioneer fallback, disease-scale normalization, regional placement heuristics |
+├── Dockerfile
-
+├── sources.json                   # Source catalog (one entry per scraper)
-## Build phases
+├── deploy/docker-compose.yml      # Drop-in compose snippet for Drawbar
-
+├── .gitea/workflows/
-This is a clone of [`docs-mcp-template`](https://git.jpaul.io/justin/docs-mcp-template).
+│   ├── refresh.yml                # Monthly cron: scrape + index + image push
-The 13 phases in `PLAN.md` apply:
+│   └── image-only.yml             # On-demand code-only ship cycle
-
+├── scrape/
-| Phase | Status |
+│   ├── runner.py                  # `python -m scrape.runner --source <id>`
-|---|---|
+│   ├── changelog.py               # Reused from template
-| 0 — scaffold | done |
+│   └── sources/
-| 1 — first scraper (bayer_seeds) | next |
+│       ├── bayer_seeds.py         # ~475 varieties across 3 brands
-| 2 — chunk + index | pending |
+│       ├── golden_harvest.py      # ~139 varieties (post-discontinued filter)
-| 3 — baseline MCP tools | template defaults |
+│       ├── nk.py                  # 122 varieties (corn + soy)
-| 4-5 — Dockerfile + CI | done (placeholders filled) |
+│       ├── agripro.py             # 24 wheat varieties
-| 6 — reranker | shares `llama-rerank` sidecar with crop-chem-docs |
+│       ├── gh_plot_reports.py     # 4,299 cross-vendor yield trials
-| 7 — eval harness | pending (curate ~25 queries) |
+│       ├── agripro_trials.py      # 14 regional trial PDFs
-| 8 — hybrid search | done (template) |
+│       └── becks_pfr.py           # stub — Sanity GROQ research corpus
-| 9 — diff_versions, list_cluster | optional |
+├── rag/
-| 11 — `crop_seed_api_lessons` curated layer | pending |
+│   ├── embeddings.py              # nomic-embed-text via Ollama
-
+│   ├── chunk.py                   # one-chunk-per-variety + trial chunker
-See `CLAUDE.md` for the canonical sidecar schema and the
+│   ├── index.py                   # Chroma + BM25 builder
-disease-scale-normalization gotcha (Golden Harvest is reversed).
+│   └── bm25.py                    # FTS5 lexical index w/ seed-domain facets
+├── docs_mcp/
+│   ├── server.py                  # FastMCP — 6 tools, hybrid+rerank
+│   ├── lessons.md                 # Curated knowledge layer (Pioneer fallback)
+│   └── usage.py                   # TimedCall + JSONL telemetry
+├── eval/
+│   ├── queries.jsonl              # 21 golden queries
+│   ├── retrievers.py              # dense / bm25 / hybrid / hybrid+rerank
+│   ├── run_eval.py                # MRR / Recall@k / Precision@1
+│   └── results/baseline.md        # Current deploy-config eval numbers
+└── corpus/                        # Committed scrape output (CI-refreshed)
+    ├── bayer_seeds/
+    ├── golden_harvest/
+    ├── nk/
+    ├── agripro/
+    ├── gh_plot_reports/
+    └── agripro_trials/
+```
 
 ## Infrastructure
 
-- **Registry**: `git.jpaul.io/justin/seed-mcp:latest` (Watchtower) /
+- **Registry**: pushes to `192.168.0.2:1234` (LAN, no CF body cap); deploys pull `git.jpaul.io/justin/seed-mcp:latest` (public, CF tunnel). Also tagged `:<sha12>` for rollback pinning and `:corpus-YYYY.MM.DD` for snapshot pinning.
-  `:corpus-YYYY.MM.DD` (production pin)
+- **Embedder pool (CI)**: 3 GPU-pinned Ollama endpoints, weighted toward `.0.125` (RTX 40-series, 242 embeds/sec):
-- **Embedder**: shared Ollama pool with crop-chem-docs (Gitea-host
+  - `.0.125:11434` ×4 (4090)
-  GPUs + Windows Ollama; CI never hits trashpanda's production Ollama)
+  - `.0.2:11436` ×2 (GPU-pinned)
-- **Reranker**: shared `llama-rerank` sidecar on trashpanda's Tesla
+  - `.0.2:11435` ×1 (GPU-pinned)
-  P4 (one container, both MCPs use it)
+  - Do NOT use `.0.2:11434` (not GPU-pinned) or `localhost:11434` (works in dev, breaks in CI — runner container has no Ollama on its loopback).
-- **PRODUCT_NAME**: `crop_seed` (not `seed_mcp` — used in Chroma
+- **Reranker**: shared `llama-rerank` sidecar on trashpanda's Tesla P4 (jina-reranker-v2-base via llama.cpp). One container serves both seed-mcp and crop-chem-docs. **Must be on `drawbar-backend_default` Docker network** — see `deploy/docker-compose.yml` for the network-attach gotcha that caused silent rerank degradation on chem-mcp prior to 2026-05-25.
-  collection, BM25 db filename, and `crop_seed_api_lessons` tool)
+- **PRODUCT_NAME**: `crop_seed` — used in the Chroma collection name (`crop_seed_docs`), the BM25 db filename (`bm25/crop_seed_docs.db`), and the `crop_seed_api_lessons` tool name. Not `seed_mcp` — that would conflict with the container/service name.
+
+## Deploy mechanics
+
+Watchtower handles auto-deploy. Every push to `seed-mcp/main` that touches `docs_mcp/`, `rag/`, `scrape/`, `requirements.txt`, `Dockerfile`, or `sources.json` triggers `image-only.yml`:
+
+1. Checks out main with full corpus
+2. Rebuilds Chroma + BM25 (~3 min on the GPU pool)
+3. `docker build` + push three tags to the LAN registry
+4. Links the package to the repo via Gitea API
+5. Watchtower on trashpanda polls `:latest` every 5 min → pulls + recreates `drawbar-backend-seed-mcp-1`
+
+Corpus refresh runs monthly via `refresh.yml` (1st of each month, 06:00 UTC) — re-scrapes all GREEN sources, commits any corpus diff, rebuilds indexes, ships a new image with `:corpus-YYYY.MM.DD` tagged.
+
+See `CLAUDE.md` for canonical sidecar schemas, the reversed disease-scale gotcha (NK + AgriPro publish 1=best, vs Bayer/GH 9=best), and the scraper conventions.
+
+## Status
+
+| Phase | Status |
+|---|---|
+| 0 — scaffold | ✅ |
+| 1 — scrapers (bayer_seeds / golden_harvest / nk / agripro / gh_plot_reports / agripro_trials) | ✅ |
+| 2 — chunk + index | ✅ |
+| 3 — MCP tools (6) | ✅ |
+| 4-5 — Dockerfile + Gitea CI | ✅ |
+| 6 — reranker integration | ✅ (eval-validated; deploy uses hybrid+rerank) |
+| 7 — eval harness | ✅ (21 golden queries, baseline committed) |
+| 8 — hybrid search | ✅ (default ON) |
+| 11 — `crop_seed_api_lessons` curated layer | ✅ (Pioneer fallback + 7 other lessons) |
+| 13 — weekly_digest | not planned for seed-mcp |
+
+Remaining work (deferred, not blocking):
+
+- `becks_pfr` scraper (2,089 research docs via public Sanity GROQ)
+- 2023 GH plot reports backfill (~3,619 more docs)
+- NK yield-results endpoint reverse-engineer
+- Channel Seed brand (~320 more Bayer varieties — separate brand under the same sitemap)

corpus/agrigold/agrigold-a616-30.json

@@ -0,0 +1,328 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a616-30",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A616-30",
+  "product_id": null,
+  "hybrid_prefix": "A616-30",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "86",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1100"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2011"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium Low"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Soft"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "Good"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "Very Good"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "NA"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "2"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A616-30"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:50.450896+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a616-30.md

@@ -0,0 +1,108 @@
+# A616-30
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 86
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A616-30
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1100 |
+| GDU to Black Layer | 2011 |
+| Plant Height | Medium |
+| Ear Height | Medium Low |
+| Kernel Texture | Medium Soft |
+| Ear Flex Index | 3 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | Moderate |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+| Low Yield Environments | Good |
+| High Yield Environments | Very Good |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 2 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 3 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 3 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 4 |
+| Sandy Loam | 5 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | NA |
+| Physoderma Stalk Rot | NA |
+| SCLB | NA |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 4 |
+| Common Rust | 5 |
+| Southern Rust | NA |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 2 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 4 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 2 |
+| Milk/Ton | 3 |
+| Milk/Acre | 4 |
+| Beef/Acre | 3 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a618-34.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a618-34",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A618-34",
+  "product_id": null,
+  "hybrid_prefix": "A618-34",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "88",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1134"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2245"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium Low"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Soft"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Late"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "Kernel"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "Upright"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "Modified"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A618-34"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:51.430642+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a618-34.md

@@ -0,0 +1,104 @@
+# A618-34
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 88
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A618-34
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1134 |
+| GDU to Black Layer | 2245 |
+| Plant Height | Medium |
+| Ear Height | Medium Low |
+| Kernel Texture | Medium Soft |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Late |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | Kernel |
+| Leaf Orientation | Upright |
+| Root Type | Modified |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 3 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | NA |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 5 |
+| Common Rust | 4 |
+| Southern Rust | NA |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a620-99.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a620-99",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A620-99",
+  "product_id": null,
+  "hybrid_prefix": "A620-99",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "90",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB VT2RIB"
+  ],
+  "trait_descriptions": [
+    "STXRIB VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1200"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2439"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium High"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Moderate"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "Length"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "Upright"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "Modified"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "NA"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A620-99"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:52.484468+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a620-99.md

@@ -0,0 +1,104 @@
+# A620-99
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 90
+- **Traits:** STXRIB VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A620-99
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1200 |
+| GDU to Black Layer | 2439 |
+| Plant Height | Medium |
+| Ear Height | Medium High |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Red |
+| Nitrogen Utilization | Early |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | Moderate |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Moderate |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | Length |
+| Leaf Orientation | Upright |
+| Root Type | Modified |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 3 |
+| Root Strength | 5 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 4 |
+| Sandy Loam | 3 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | NA |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a621-89.json

@@ -0,0 +1,328 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a621-89",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A621-89",
+  "product_id": null,
+  "hybrid_prefix": "A621-89",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "91",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "DV"
+  ],
+  "trait_descriptions": [
+    "DV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1244"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2340"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "5"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A621-89"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:53.458232+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a621-89.md

@@ -0,0 +1,108 @@
+# A621-89
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 91
+- **Traits:** DV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A621-89
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1244 |
+| GDU to Black Layer | 2340 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 3 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 3 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 4 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 5 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 5 |
+| TTNDFD | 4 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a623-88.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a623-88",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A623-88",
+  "product_id": null,
+  "hybrid_prefix": "A623-88",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "93",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB CONV"
+  ],
+  "trait_descriptions": [
+    "VT2RIB CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1129"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2370"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A623-88"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:54.495089+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a623-88.md

@@ -0,0 +1,106 @@
+# A623-88
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 93
+- **Traits:** VT2RIB CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A623-88
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1129 |
+| GDU to Black Layer | 2370 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 3 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 3 |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 5 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 2 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 5 |
+| Milk/Ton | 4 |
+| Milk/Acre | 5 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a625-78.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a625-78",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A625-78",
+  "product_id": null,
+  "hybrid_prefix": "A625-78",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "95",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB VT2RIB"
+  ],
+  "trait_descriptions": [
+    "STXRIB VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1254"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2395"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "5"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A625-78"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:55.492371+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a625-78.md

@@ -0,0 +1,106 @@
+# A625-78
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 95
+- **Traits:** STXRIB VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A625-78
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1254 |
+| GDU to Black Layer | 2395 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 4 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 3 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 5 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 2 |
+| Common Rust | 3 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 5 |
+| uNDF 240 | 5 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 3 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a626-39.json

@@ -0,0 +1,308 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a626-39",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A626-39",
+  "product_id": null,
+  "hybrid_prefix": "A626-39",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "96",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1163"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2452"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "Horizontal"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "2"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "1"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A626-39"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:56.436894+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a626-39.md

@@ -0,0 +1,103 @@
+# A626-39
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 96
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A626-39
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1163 |
+| GDU to Black Layer | 2452 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Early |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | Horizontal |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 3 |
+| Corn on Corn | 2 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 1 |
+| TTNDFD | 3 |
+| Milk/Acre | 3 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a627-45.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a627-45",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A627-45",
+  "product_id": null,
+  "hybrid_prefix": "A627-45",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "97",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1242"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2400"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "PINK"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "1"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A627-45"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:57.491263+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a627-45.md

@@ -0,0 +1,109 @@
+# A627-45
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 97
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A627-45
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1242 |
+| GDU to Black Layer | 2400 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 5 |
+| Cob Color | PINK |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 3 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 3 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 2 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 1 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 3 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a627-69.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a627-69",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A627-69",
+  "product_id": null,
+  "hybrid_prefix": "A627-69",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "97",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1230"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2480"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Pink"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Eearly"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "Kernel"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "Semi Upright"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "Modified"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "2"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "2"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A627-69"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:58.469982+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a627-69.md

@@ -0,0 +1,104 @@
+# A627-69
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 97
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A627-69
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1230 |
+| GDU to Black Layer | 2480 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 5 |
+| Cob Color | Pink |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Eearly |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | Kernel |
+| Leaf Orientation | Semi Upright |
+| Root Type | Modified |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 5 |
+| Root Strength | 3 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 3 |
+| Corn on Corn | 2 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 3 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 2 |
+| Anthracnose Stalk Rot | 2 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 2 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a628-22.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a628-22",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A628-22",
+  "product_id": null,
+  "hybrid_prefix": "A628-22",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "98",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "DV CONV"
+  ],
+  "trait_descriptions": [
+    "DV CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1244"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2532"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "1"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Late"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "1"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "2"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "1"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A628-22"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:34:59.504322+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a628-22.md

@@ -0,0 +1,104 @@
+# A628-22
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 98
+- **Traits:** DV CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A628-22
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1244 |
+| GDU to Black Layer | 2532 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 1 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Late |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Low |
+| Fungicide Response Continuous Corn | Low |
+| Fungicide Response Corn Soybean Rotation | Low |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 5 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 5 |
+| Gray Leaf Spot | 5 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 1 |
+| uNDF 240 | 5 |
+| % Starch | 2 |
+| in situ Starch 7 Hr | 1 |
+| TTNDFD | 4 |
+| Milk/Acre | 3 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a628-51.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a628-51",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A628-51",
+  "product_id": null,
+  "hybrid_prefix": "A628-51",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "98",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB"
+  ],
+  "trait_descriptions": [
+    "SSPRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1241"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2520"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "2"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "5"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A628-51"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:00.482836+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a628-51.md

@@ -0,0 +1,106 @@
+# A628-51
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 98
+- **Traits:** SSPRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A628-51
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1241 |
+| GDU to Black Layer | 2520 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 4 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 3 |
+| Common Rust | 2 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| aNDF %DM | 2 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 5 |
+| TTNDFD | 3 |
+| Milk/Acre | 3 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a629-55.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a629-55",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A629-55",
+  "product_id": null,
+  "hybrid_prefix": "A629-55",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "99",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1261"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2398"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "2"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "5"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A629-55"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:01.449740+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a629-55.md

@@ -0,0 +1,107 @@
+# A629-55
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 99
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A629-55
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1261 |
+| GDU to Black Layer | 2398 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | LOW |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 3 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 2 |
+| uNDF 240 | 5 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 5 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a630-04.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a630-04",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A630-04",
+  "product_id": null,
+  "hybrid_prefix": "A630-04",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "100",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "AA D CONV"
+  ],
+  "trait_descriptions": [
+    "AA D CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1250"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2507"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "2"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "2"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A630-04"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:02.480387+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a630-04.md

@@ -0,0 +1,104 @@
+# A630-04
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 100
+- **Traits:** AA D CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A630-04
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1250 |
+| GDU to Black Layer | 2507 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Early |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 2 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 2 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 2 |
+| SCLB | 3 |
+| NCLB | 2 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 4 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 2 |
+| uNDF 240 | 4 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 3 |
+| Milk/Acre | 3 |
+| Beef/Acre | 5 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a631-08.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a631-08",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A631-08",
+  "product_id": null,
+  "hybrid_prefix": "A631-08",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "101",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "DV VT2RIB"
+  ],
+  "trait_descriptions": [
+    "DV VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1230"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2522"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Short"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium Low"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Pink"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "2"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A631-08"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:03.496618+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a631-08.md

@@ -0,0 +1,104 @@
+# A631-08
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 101
+- **Traits:** DV VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A631-08
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1230 |
+| GDU to Black Layer | 2522 |
+| Plant Height | Medium Short |
+| Ear Height | Medium Low |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 5 |
+| Cob Color | Pink |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 3 |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 2 |
+| uNDF 240 | 5 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 3 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a631-12.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a631-12",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A631-12",
+  "product_id": null,
+  "hybrid_prefix": "A631-12",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "101",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB"
+  ],
+  "trait_descriptions": [
+    "SSPRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1255"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2500"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM LOW"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "1"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "2"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A631-12"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:04.511409+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a631-12.md

@@ -0,0 +1,109 @@
+# A631-12
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 101
+- **Traits:** SSPRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A631-12
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1255 |
+| GDU to Black Layer | 2500 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM LOW |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 1 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | LOW |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 5 |
+| Drydown | 5 |
+| Root Strength | 5 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 2 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 2 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 4 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 5 |
+| Milk/Ton | 4 |
+| Milk/Acre | 3 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a632-68.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a632-68",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A632-68",
+  "product_id": null,
+  "hybrid_prefix": "A632-68",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "102",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB CONV"
+  ],
+  "trait_descriptions": [
+    "VT2RIB CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1299"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2538"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium High"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A632-68"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:05.515247+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a632-68.md

@@ -0,0 +1,107 @@
+# A632-68
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 102
+- **Traits:** VT2RIB CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A632-68
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1299 |
+| GDU to Black Layer | 2538 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium High |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 4 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 4 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 5 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 3 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 4 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 4 |
+| Milk/Ton | 5 |
+| Milk/Acre | 3 |
+| Beef/Acre | 5 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a634-11.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a634-11",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A634-11",
+  "product_id": null,
+  "hybrid_prefix": "A634-11",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "104",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB"
+  ],
+  "trait_descriptions": [
+    "SSPRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1288"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2538"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium High"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A634-11"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:06.467444+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a634-11.md

@@ -0,0 +1,107 @@
+# A634-11
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 104
+- **Traits:** SSPRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A634-11
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1288 |
+| GDU to Black Layer | 2538 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium High |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 5 |
+| Drought Tolerance | 3 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 4 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 3 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 5 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 2 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a634-65.json

@@ -0,0 +1,272 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a634-65",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A634-65",
+  "product_id": null,
+  "hybrid_prefix": "A634-65",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "104",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "TRCRIB"
+  ],
+  "trait_descriptions": [
+    "TRCRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1304"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2505"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "Length"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "Semi Upright"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "Modified"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "2"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A634-65"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:07.479983+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a634-65.md

@@ -0,0 +1,94 @@
+# A634-65
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 104
+- **Traits:** TRCRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A634-65
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1304 |
+| GDU to Black Layer | 2505 |
+| Plant Height | Medium |
+| Ear Height | Medium |
+| Kernel Texture | Hard |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | Length |
+| Leaf Orientation | Semi Upright |
+| Root Type | Modified |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 3 |
+| Drought Tolerance | 3 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 2 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 5 |
+| NCLB | 3 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 5 |
+| Common Rust | 5 |
+| Southern Rust | 3 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 2 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a636-11.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a636-11",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A636-11",
+  "product_id": null,
+  "hybrid_prefix": "A636-11",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "106",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB VT2RIB"
+  ],
+  "trait_descriptions": [
+    "STXRIB VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1350"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2650"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM SOFT"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3.33333333333333"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3.26666666666667"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3.05"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3.5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "2.8"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2.65"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3.6"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3.33333333333333"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A636-11"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:08.494043+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a636-11.md

@@ -0,0 +1,109 @@
+# A636-11
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 106
+- **Traits:** STXRIB VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A636-11
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1350 |
+| GDU to Black Layer | 2650 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM SOFT |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 5 |
+| Root Strength | 3 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 5 |
+| SCLB | 5 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3.33333333333333 |
+| Crude Protein %DM | 2.5 |
+| aNDF %DM | 3.26666666666667 |
+| NDFd 30 Hr %NDF | 3.05 |
+| uNDF 240 | 3.5 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 2.8 |
+| TTNDFD | 2.65 |
+| Milk/Ton | 5 |
+| Milk/Acre | 3.6 |
+| Beef/Acre | 3.33333333333333 |
+| High Mositure Corn | 5 |

corpus/agrigold/agrigold-a636-16.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a636-16",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A636-16",
+  "product_id": null,
+  "hybrid_prefix": "A636-16",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "106",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "DV CONV"
+  ],
+  "trait_descriptions": [
+    "DV CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1364"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2725"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM SOFT"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "2"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2.86666666666667"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A636-16"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:09.448908+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a636-16.md

@@ -0,0 +1,106 @@
+# A636-16
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 106
+- **Traits:** DV CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A636-16
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1364 |
+| GDU to Black Layer | 2725 |
+| Plant Height | TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM SOFT |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | LOW |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 2 |
+| Root Strength | 3 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 3 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 2 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 5 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 5 |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 5 |
+| Common Rust | 4 |
+| Southern Rust | 5 |
+| Tar Spot | 5 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 2.86666666666667 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 5 |

corpus/agrigold/agrigold-a636-39.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a636-39",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A636-39",
+  "product_id": null,
+  "hybrid_prefix": "A636-39",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "106",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "3110 CONV"
+  ],
+  "trait_descriptions": [
+    "3110 CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1350"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2687"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM LOW"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "2"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "1"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "2"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A636-39"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:10.552104+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a636-39.md

@@ -0,0 +1,109 @@
+# A636-39
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 106
+- **Traits:** 3110 CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A636-39
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1350 |
+| GDU to Black Layer | 2687 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM LOW |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | LATE |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 3 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 3 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 3 |
+| Silt Loam | 3 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 2 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 4 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 3 |
+| Milk/Ton | 2 |
+| Milk/Acre | 1 |
+| Beef/Acre | 2 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a636-42.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a636-42",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A636-42",
+  "product_id": null,
+  "hybrid_prefix": "A636-42",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "106",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB"
+  ],
+  "trait_descriptions": [
+    "SSPRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1365"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2626"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM LOW"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "1"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A636-42"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:11.469284+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a636-42.md

@@ -0,0 +1,107 @@
+# A636-42
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 106
+- **Traits:** SSPRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A636-42
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1365 |
+| GDU to Black Layer | 2626 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM LOW |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | LOW |
+| Green Snap Vulnerability | LOW |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 4 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 5 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 5 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 1 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 3 |
+| Milk/Ton | 3 |
+| Milk/Acre | 5 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a637-21wx.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a637-21wx",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A637-21WX",
+  "product_id": null,
+  "hybrid_prefix": "A637-21WX",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "107",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WX"
+  ],
+  "trait_descriptions": [
+    "WX"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1371"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2701"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "2"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A637-21WX"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:12.501459+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a637-21wx.md

@@ -0,0 +1,109 @@
+# A637-21WX
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 107
+- **Traits:** WX
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A637-21WX
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1371 |
+| GDU to Black Layer | 2701 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 3 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 4 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 2 |
+| Southern Rust | 2 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 2 |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a637-72.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a637-72",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A637-72",
+  "product_id": null,
+  "hybrid_prefix": "A637-72",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "107",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1321"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2712"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "5"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "1"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A637-72"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:13.495778+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a637-72.md

@@ -0,0 +1,109 @@
+# A637-72
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 107
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A637-72
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1321 |
+| GDU to Black Layer | 2712 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | HIGH |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | LOW |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | LOW |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 5 |
+| Drydown | 3 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 3 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 5 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 3 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 5 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3 |
+| Crude Protein %DM | 5 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 5 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 1 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a638-91.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a638-91",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A638-91",
+  "product_id": null,
+  "hybrid_prefix": "A638-91",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "108",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB CONV"
+  ],
+  "trait_descriptions": [
+    "VT2RIB CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1334"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2751"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Short"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium High"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Late"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A638-91"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:14.463593+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a638-91.md

@@ -0,0 +1,104 @@
+# A638-91
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 108
+- **Traits:** VT2RIB CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A638-91
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1334 |
+| GDU to Black Layer | 2751 |
+| Plant Height | Medium Short |
+| Ear Height | Medium High |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Late |
+| Harvest Timing | Early |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 5 |
+| Root Strength | 3 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 5 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 4 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 2 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 2 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 3 |
+| Southern Rust | 5 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a639-03.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a639-03",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A639-03",
+  "product_id": null,
+  "hybrid_prefix": "A639-03",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "109",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1393"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2705"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM-TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM SOFT"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "2"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "5"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A639-03"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:15.469934+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a639-03.md

@@ -0,0 +1,109 @@
+# A639-03
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 109
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A639-03
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1393 |
+| GDU to Black Layer | 2705 |
+| Plant Height | MEDIUM-TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM SOFT |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 3 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 5 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 3 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 2 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 2 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 5 |
+| TTNDFD | 4 |
+| Milk/Ton | 3 |
+| Milk/Acre | 3 |
+| Beef/Acre | 3 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a639-38.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a639-38",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A639-38",
+  "product_id": null,
+  "hybrid_prefix": "A639-38",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "109",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "V"
+  ],
+  "trait_descriptions": [
+    "V"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1380"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2780"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Short"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A639-38"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:16.480838+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a639-38.md

@@ -0,0 +1,104 @@
+# A639-38
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 109
+- **Traits:** V
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A639-38
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1380 |
+| GDU to Black Layer | 2780 |
+| Plant Height | Medium Short |
+| Ear Height | Medium |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | Moderate |
+| Fungicide Response Corn Soybean Rotation | Low |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 5 |
+| Drought Tolerance | 3 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 3 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 4 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 2 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 5 |
+| Gray Leaf Spot | 5 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 3 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | 3 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a639-91.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a639-91",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A639-91",
+  "product_id": null,
+  "hybrid_prefix": "A639-91",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "109",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB"
+  ],
+  "trait_descriptions": [
+    "SSPRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1344"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2648"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "HORIZONTAL"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A639-91"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:17.496842+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a639-91.md

@@ -0,0 +1,109 @@
+# A639-91
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 109
+- **Traits:** SSPRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A639-91
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1344 |
+| GDU to Black Layer | 2648 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | HORIZONTAL |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 4 |
+| Sandy Loam | 5 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 3 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a640-01wx.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a640-01wx",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A640-01WX",
+  "product_id": null,
+  "hybrid_prefix": "A640-01WX",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "110",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WX"
+  ],
+  "trait_descriptions": [
+    "WX"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1362"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2777"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "2"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A640-01WX"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:18.476508+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a640-01wx.md

@@ -0,0 +1,109 @@
+# A640-01WX
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 110
+- **Traits:** WX
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A640-01WX
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1362 |
+| GDU to Black Layer | 2777 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | GOOD |
+| High Yield Environments | GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 3 |
+| Drought Tolerance | 3 |
+| Drydown | 3 |
+| Root Strength | 3 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 3 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 3 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 2 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 2 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 2 |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a640-16.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a640-16",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A640-16",
+  "product_id": null,
+  "hybrid_prefix": "A640-16",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "110",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "DV 3110"
+  ],
+  "trait_descriptions": [
+    "DV 3110"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1389"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2790"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Low"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "5"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "2"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A640-16"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:19.453703+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a640-16.md

@@ -0,0 +1,106 @@
+# A640-16
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 110
+- **Traits:** DV 3110
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A640-16
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1389 |
+| GDU to Black Layer | 2790 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 3 |
+| Cob Color | Red |
+| Nitrogen Utilization | Normal |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | Low |
+| Fungicide Response Continuous Corn | Moderate |
+| Fungicide Response Corn Soybean Rotation | Low |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 5 |
+| Drought Tolerance | 3 |
+| Drydown | 3 |
+| Root Strength | 5 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 3 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 5 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 5 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 5 |
+| Goss's Wilt | 5 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 5 |
+| uNDF 240 | 4 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 2 |
+| TTNDFD | 4 |
+| Milk/Ton | 5 |
+| Milk/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a640-24.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a640-24",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A640-24",
+  "product_id": null,
+  "hybrid_prefix": "A640-24",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "110",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "CONV"
+  ],
+  "trait_descriptions": [
+    "CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1378"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2762"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "EXCELLENT"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A640-24"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:20.457029+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a640-24.md

@@ -0,0 +1,109 @@
+# A640-24
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 110
+- **Traits:** CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A640-24
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1378 |
+| GDU to Black Layer | 2762 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | HIGH |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | LATE |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | EXCELLENT |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 5 |
+| SCLB | 3 |
+| NCLB | 2 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a640-94.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a640-94",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A640-94",
+  "product_id": null,
+  "hybrid_prefix": "A640-94",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "110",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT4RIB"
+  ],
+  "trait_descriptions": [
+    "VT4RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1318"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2833"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A640-94"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:21.481088+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a640-94.md

@@ -0,0 +1,104 @@
+# A640-94
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 110
+- **Traits:** VT4RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A640-94
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1318 |
+| GDU to Black Layer | 2833 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Early |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 5 |
+| Drydown | 3 |
+| Root Strength | 3 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 3 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 5 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 5 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 4 |
+| Common Rust | 5 |
+| Southern Rust | 2 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a641-26.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a641-26",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A641-26",
+  "product_id": null,
+  "hybrid_prefix": "A641-26",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "111",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "V"
+  ],
+  "trait_descriptions": [
+    "V"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1378"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2722"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium High"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Early"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "GIRTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "4"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "5"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A641-26"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:22.440914+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a641-26.md

@@ -0,0 +1,107 @@
+# A641-26
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 111
+- **Traits:** V
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A641-26
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1378 |
+| GDU to Black Layer | 2722 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium High |
+| Kernel Texture | Medium |
+| Ear Flex Index | 5 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Early |
+| Foliar Fungicide Response | Moderate |
+| Fungicide Response Continuous Corn | Moderate |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | GIRTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 2 |
+| High pH Soils | 2 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 3 |
+| Silty Clay Loam | 4 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| Crude Protein %DM | 4 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 4 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 5 |
+| TTNDFD | 2 |
+| Milk/Ton | 3 |
+| Milk/Acre | 4 |
+| Beef/Acre | 5 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a641-62.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a641-62",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A641-62",
+  "product_id": null,
+  "hybrid_prefix": "A641-62",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "111",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "D"
+  ],
+  "trait_descriptions": [
+    "D"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1323"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2795"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium Low"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "3"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A641-62"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:23.494389+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a641-62.md

@@ -0,0 +1,104 @@
+# A641-62
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 111
+- **Traits:** D
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A641-62
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1323 |
+| GDU to Black Layer | 2795 |
+| Plant Height | Medium |
+| Ear Height | Medium Low |
+| Kernel Texture | Medium |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 3 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 3 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 3 |
+| Sand | 2 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a641-85.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a641-85",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A641-85",
+  "product_id": null,
+  "hybrid_prefix": "A641-85",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "111",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB"
+  ],
+  "trait_descriptions": [
+    "STXRIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1367"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2701"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "2"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A641-85"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:24.494845+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a641-85.md

@@ -0,0 +1,109 @@
+# A641-85
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 111
+- **Traits:** STXRIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A641-85
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1367 |
+| GDU to Black Layer | 2701 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 2 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 2 |
+| Clay Loam | 3 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 3 |
+| Sand | 2 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 2 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 4 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 3 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 4 |
+| Milk/Ton | 4 |
+| Milk/Acre | 5 |
+| Beef/Acre | 5 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a642-05.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a642-05",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A642-05",
+  "product_id": null,
+  "hybrid_prefix": "A642-05",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "112",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIBD1"
+  ],
+  "trait_descriptions": [
+    "VT2RIBD1"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1398"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2719"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "PINK"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "2"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A642-05"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:25.487549+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a642-05.md

@@ -0,0 +1,109 @@
+# A642-05
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 112
+- **Traits:** VT2RIBD1
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A642-05
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1398 |
+| GDU to Black Layer | 2719 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 3 |
+| Cob Color | PINK |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 3 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 3 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 4 |
+| Sandy Loam | 3 |
+| Sand | 2 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 2 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 2 |
+| SCLB | 2 |
+| NCLB | 3 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 2 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 2 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 2 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 4 |
+| Milk/Ton | 3 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a642-18.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a642-18",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A642-18",
+  "product_id": null,
+  "hybrid_prefix": "A642-18",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "112",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "SSPRIB TRCRIB TRC"
+  ],
+  "trait_descriptions": [
+    "SSPRIB TRCRIB TRC"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1376"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2810"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Moderate"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "2"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "2"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "2"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A642-18"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:26.516347+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a642-18.md

@@ -0,0 +1,104 @@
+# A642-18
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 112
+- **Traits:** SSPRIB TRCRIB TRC
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A642-18
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1376 |
+| GDU to Black Layer | 2810 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium |
+| Kernel Texture | Medium |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Moderate |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 3 |
+| High Yielding Soils | 4 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 4 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 2 |
+| Anthracnose Stalk Rot | 5 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 5 |
+| NCLB | 4 |
+| Gray Leaf Spot | 2 |
+| Goss's Wilt | 3 |
+| Common Rust | 4 |
+| Southern Rust | 3 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 2 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 2 |
+| TTNDFD | 2 |
+| Milk/Acre | 3 |
+| Beef/Acre | 5 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a642-32.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a642-32",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A642-32",
+  "product_id": null,
+  "hybrid_prefix": "A642-32",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "112",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB CONV"
+  ],
+  "trait_descriptions": [
+    "VT2RIB CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1367"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2735"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Crimson"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Late"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "Moderate"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "1"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "5"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "5"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "2"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A642-32"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:27.321123+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a642-32.md

@@ -0,0 +1,104 @@
+# A642-32
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 112
+- **Traits:** VT2RIB CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A642-32
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1367 |
+| GDU to Black Layer | 2735 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium |
+| Kernel Texture | Hard |
+| Ear Flex Index | 3 |
+| Cob Color | Crimson |
+| Nitrogen Utilization | Late |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | Moderate |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 4 |
+| Common Rust | 3 |
+| Southern Rust | 3 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 1 |
+| uNDF 240 | 5 |
+| % Starch | 5 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 2 |
+| Milk/Acre | 3 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 2 |

corpus/agrigold/agrigold-a642-76.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a642-76",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A642-76",
+  "product_id": null,
+  "hybrid_prefix": "A642-76",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "112",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB"
+  ],
+  "trait_descriptions": [
+    "VT2RIB"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1368"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2797"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "HORIZONTAL"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "2"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "3"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "1"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "4"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A642-76"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:28.490632+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a642-76.md

@@ -0,0 +1,109 @@
+# A642-76
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 112
+- **Traits:** VT2RIB
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A642-76
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1368 |
+| GDU to Black Layer | 2797 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM |
+| Kernel Texture | HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | HORIZONTAL |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 3 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 2 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 2 |
+| Clay Loam | 3 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 1 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 4 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 3 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 3 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a642-99wx.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a642-99wx",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A642-99WX",
+  "product_id": null,
+  "hybrid_prefix": "A642-99WX",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "112",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WX"
+  ],
+  "trait_descriptions": [
+    "WX"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1362"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2800"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM SHORT"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A642-99WX"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:29.481252+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a642-99wx.md

@@ -0,0 +1,109 @@
+# A642-99WX
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 112
+- **Traits:** WX
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A642-99WX
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1362 |
+| GDU to Black Layer | 2800 |
+| Plant Height | MEDIUM SHORT |
+| Ear Height | MEDIUM |
+| Kernel Texture | HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | HIGH |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 5 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 5 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 2 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a643-01wx.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a643-01wx",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A643-01WX",
+  "product_id": null,
+  "hybrid_prefix": "A643-01WX",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "113",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WX"
+  ],
+  "trait_descriptions": [
+    "WX"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1415"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2833"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "1"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A643-01WX"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:30.474813+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a643-01wx.md

@@ -0,0 +1,109 @@
+# A643-01WX
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 113
+- **Traits:** WX
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A643-01WX
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1415 |
+| GDU to Black Layer | 2833 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 5 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 5 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 1 |
+| SCLB | 2 |
+| NCLB | 4 |
+| Gray Leaf Spot | 3 |
+| Goss's Wilt | 2 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a643-17w.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a643-17w",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A643-17W",
+  "product_id": null,
+  "hybrid_prefix": "A643-17W",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "113",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WHITE"
+  ],
+  "trait_descriptions": [
+    "WHITE"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1375"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2812"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "WHITE"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "LENGTH"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "2"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "4"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "NA"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A643-17W"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:31.534960+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a643-17w.md

@@ -0,0 +1,107 @@
+# A643-17W
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 113
+- **Traits:** WHITE
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A643-17W
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1375 |
+| GDU to Black Layer | 2812 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | HARD |
+| Ear Flex Index | 3 |
+| Cob Color | WHITE |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | LOW |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | LENGTH |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 2 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 4 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 2 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | NA |
+| SCLB | 3 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a643-52.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a643-52",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A643-52",
+  "product_id": null,
+  "hybrid_prefix": "A643-52",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "113",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB VT2RIB VT2PRO"
+  ],
+  "trait_descriptions": [
+    "STXRIB VT2RIB VT2PRO"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1463"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2820"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "3"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "EARLY"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH, NF=M"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "MODERATE"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "COARSE"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "2"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "5"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "5"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A643-52"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:32.459257+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a643-52.md

@@ -0,0 +1,107 @@
+# A643-52
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 113
+- **Traits:** STXRIB VT2RIB VT2PRO
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A643-52
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1463 |
+| GDU to Black Layer | 2820 |
+| Plant Height | MEDIUM |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | HARD |
+| Ear Flex Index | 3 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | EARLY |
+| Foliar Fungicide Response | HIGH, NF=M |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | MODERATE |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | COARSE |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 5 |
+| Drydown | 4 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 5 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 5 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 4 |
+| NCLB | 3 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 2 |
+| Common Rust | 5 |
+| Southern Rust | 4 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 5 |
+| NDFd 30 Hr %NDF | 3 |
+| uNDF 240 | 2 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 3 |

corpus/agrigold/agrigold-a644-15wx.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a644-15wx",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A644-15WX",
+  "product_id": null,
+  "hybrid_prefix": "A644-15WX",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "114",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WX"
+  ],
+  "trait_descriptions": [
+    "WX"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1495"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2838"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "EXCELLENT"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "HORIZONTAL"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "2"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "5"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "5"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "5"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A644-15WX"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:33.480162+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a644-15wx.md

@@ -0,0 +1,109 @@
+# A644-15WX
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 114
+- **Traits:** WX
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A644-15WX
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1495 |
+| GDU to Black Layer | 2838 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | MODERATE |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | EXCELLENT |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | HORIZONTAL |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 3 |
+| Emergence | 5 |
+| Drought Tolerance | 2 |
+| Drydown | 3 |
+| Root Strength | 4 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 5 |
+| No Till Adaptability | 5 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 2 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | 4 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 2 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 5 |
+| NCLB | 4 |
+| Gray Leaf Spot | 5 |
+| Goss's Wilt | 5 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a644-19.json

@@ -0,0 +1,332 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a644-19",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A644-19",
+  "product_id": null,
+  "hybrid_prefix": "A644-19",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "114",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "CONV"
+  ],
+  "trait_descriptions": [
+    "CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1392"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2845"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "1"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "FLEXIBLE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Low Yield Environments",
+          "value": "VERY GOOD"
+        },
+        {
+          "characteristic": "High Yield Environments",
+          "value": "VERY GOOD"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "4"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "2"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "2"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "3"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "2"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "YES"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3.75"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "3.15"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3.75"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "4"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "3.5"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "3.5"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A644-19"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:34.465085+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a644-19.md

@@ -0,0 +1,109 @@
+# A644-19
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 114
+- **Traits:** CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A644-19
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1392 |
+| GDU to Black Layer | 2845 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 1 |
+| Cob Color | RED |
+| Nitrogen Utilization | FLEXIBLE |
+| Harvest Timing | LATE |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | LOW |
+| Low Yield Environments | VERY GOOD |
+| High Yield Environments | VERY GOOD |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 5 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 4 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 4 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 2 |
+| High pH Soils | 2 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 3 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 4 |
+| SCLB | 3 |
+| NCLB | 2 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 2 |
+| Tar Spot | 4 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | YES |
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3.75 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 3.15 |
+| uNDF 240 | 3 |
+| % Starch | 3.75 |
+| in situ Starch 7 Hr | 4 |
+| TTNDFD | 4 |
+| Milk/Ton | 3 |
+| Milk/Acre | 3.5 |
+| Beef/Acre | 3.5 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a644-27w.json

@@ -0,0 +1,324 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a644-27w",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A644-27W",
+  "product_id": null,
+  "hybrid_prefix": "A644-27W",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "114",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "WHITE"
+  ],
+  "trait_descriptions": [
+    "WHITE"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1350"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2850"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "MEDIUM TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "WHITE"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "NORMAL"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "HIGH"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "LOW"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "4"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "3"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "3"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "3"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "3"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "NA"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "3"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "NA"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "5"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Silage Select",
+          "value": "NO"
+        },
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "NA"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "NA"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "NA"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "NA"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "NA"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "NA"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "NA"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A644-27W"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:35.456367+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a644-27w.md

@@ -0,0 +1,107 @@
+# A644-27W
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 114
+- **Traits:** WHITE
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A644-27W
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1350 |
+| GDU to Black Layer | 2850 |
+| Plant Height | MEDIUM TALL |
+| Ear Height | MEDIUM |
+| Kernel Texture | HARD |
+| Ear Flex Index | 5 |
+| Cob Color | WHITE |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | NORMAL |
+| Foliar Fungicide Response | HIGH |
+| Fungicide Response Continuous Corn | HIGH |
+| Fungicide Response Corn Soybean Rotation | HIGH |
+| Green Snap Vulnerability | LOW |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 4 |
+| Root Strength | 3 |
+| Stalk Strength | 4 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 3 |
+| Corn on Corn | 3 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 3 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 3 |
+| Poorly Drained Soils | 3 |
+| High pH Soils | NA |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 3 |
+| Clay Loam | 4 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 3 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | NA |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 5 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 4 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Silage Select | NO |
+| Dairy Silage Rating | NA |
+| Dry Tons/Acre | NA |
+| Crude Protein %DM | NA |
+| aNDF %DM | NA |
+| NDFd 30 Hr %NDF | NA |
+| uNDF 240 | NA |
+| % Starch | NA |
+| in situ Starch 7 Hr | NA |
+| TTNDFD | NA |
+| Milk/Ton | NA |
+| Milk/Acre | NA |
+| Beef/Acre | NA |
+| High Mositure Corn | NA |

corpus/agrigold/agrigold-a644-64.json

@@ -0,0 +1,320 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a644-64",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A644-64",
+  "product_id": null,
+  "hybrid_prefix": "A644-64",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "114",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "VT2RIB VT2PRO"
+  ],
+  "trait_descriptions": [
+    "VT2RIB VT2PRO"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1406"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2855"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "Medium Hard"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "Red"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "Flexible"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "Normal"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "High"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "High"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "Low"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "MODIFIED"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "5"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "4"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "4"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "3"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "4"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "4"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "2"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "3"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "3"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Crude Protein %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "2"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "2"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "2"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "4"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "2"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "3"
+        },
+        {
+          "characteristic": "Milk/Ton",
+          "value": "4"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A644-64"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:36.498796+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a644-64.md

@@ -0,0 +1,106 @@
+# A644-64
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 114
+- **Traits:** VT2RIB VT2PRO
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A644-64
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1406 |
+| GDU to Black Layer | 2855 |
+| Plant Height | Medium Tall |
+| Ear Height | Medium |
+| Kernel Texture | Medium Hard |
+| Ear Flex Index | 5 |
+| Cob Color | Red |
+| Nitrogen Utilization | Flexible |
+| Harvest Timing | Normal |
+| Foliar Fungicide Response | High |
+| Fungicide Response Continuous Corn | High |
+| Fungicide Response Corn Soybean Rotation | High |
+| Green Snap Vulnerability | Low |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | UPRIGHT |
+| Root Type | MODIFIED |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 4 |
+| Emergence | 5 |
+| Drought Tolerance | 4 |
+| Drydown | 5 |
+| Root Strength | 4 |
+| Stalk Strength | 3 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 4 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 4 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 4 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 5 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 3 |
+| Physoderma Stalk Rot | 3 |
+| SCLB | 4 |
+| NCLB | 4 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 4 |
+| Common Rust | 4 |
+| Southern Rust | 2 |
+| Tar Spot | 3 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 3 |
+| Dry Tons/Acre | 4 |
+| Crude Protein %DM | 3 |
+| aNDF %DM | 2 |
+| NDFd 30 Hr %NDF | 2 |
+| uNDF 240 | 2 |
+| % Starch | 4 |
+| in situ Starch 7 Hr | 2 |
+| TTNDFD | 3 |
+| Milk/Ton | 4 |
+| Milk/Acre | 5 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |

corpus/agrigold/agrigold-a645-16.json

@@ -0,0 +1,312 @@
+{
+  "source": "agrigold",
+  "source_key": "agrigold-a645-16",
+  "vendor": "AgReliant Genetics",
+  "brand": "AgriGold",
+  "product_name": "A645-16",
+  "product_id": null,
+  "hybrid_prefix": "A645-16",
+  "hybrid_suffix": null,
+  "crop": "corn",
+  "release_year": null,
+  "relative_maturity": "115",
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "STXRIB VT2RIB VT2PRO CONV"
+  ],
+  "trait_descriptions": [
+    "STXRIB VT2RIB VT2PRO CONV"
+  ],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "PRODUCT FEATURES",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "GDU to Mid Pollen",
+          "value": "1480"
+        },
+        {
+          "characteristic": "GDU to Black Layer",
+          "value": "2850"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "TALL"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "MEDIUM HIGH"
+        },
+        {
+          "characteristic": "Kernel Texture",
+          "value": "MEDIUM HARD"
+        },
+        {
+          "characteristic": "Ear Flex Index",
+          "value": "5"
+        },
+        {
+          "characteristic": "Cob Color",
+          "value": "RED"
+        },
+        {
+          "characteristic": "Nitrogen Utilization",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Harvest Timing",
+          "value": "LATE"
+        },
+        {
+          "characteristic": "Foliar Fungicide Response",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Continuous Corn",
+          "value": "MODERATE"
+        },
+        {
+          "characteristic": "Fungicide Response Corn Soybean Rotation",
+          "value": "LOW"
+        },
+        {
+          "characteristic": "Green Snap Vulnerability",
+          "value": "HIGH"
+        }
+      ]
+    },
+    {
+      "label": "PLANT CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Ear Flex Type",
+          "value": "KERNEL"
+        },
+        {
+          "characteristic": "Leaf Orientation",
+          "value": "SEMI UPRIGHT"
+        },
+        {
+          "characteristic": "Root Type",
+          "value": "FIBROUS"
+        }
+      ]
+    },
+    {
+      "label": "AGRONOMIC RATING",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Test Weight",
+          "value": "5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "5"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "PLANTING APPLICATIONS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Irrigation",
+          "value": "5"
+        },
+        {
+          "characteristic": "Narrow Row",
+          "value": "5"
+        },
+        {
+          "characteristic": "Corn on Corn",
+          "value": "4"
+        },
+        {
+          "characteristic": "No Till Adaptability",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Variable Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Drought Prone/Sandy Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "Low Yielding Soils",
+          "value": "5"
+        },
+        {
+          "characteristic": "Poorly Drained Soils",
+          "value": "4"
+        },
+        {
+          "characteristic": "High pH Soils",
+          "value": "5"
+        }
+      ]
+    },
+    {
+      "label": "SOIL ADAPTABILITY",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Clay",
+          "value": "5"
+        },
+        {
+          "characteristic": "Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silty Clay Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Silt Loam",
+          "value": "5"
+        },
+        {
+          "characteristic": "Sandy Loam",
+          "value": "4"
+        },
+        {
+          "characteristic": "Sand",
+          "value": "4"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE TOLERANCE",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Leaf Disease Resistance",
+          "value": "4"
+        },
+        {
+          "characteristic": "Anthracnose Stalk Rot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Physoderma Stalk Rot",
+          "value": "2"
+        },
+        {
+          "characteristic": "SCLB",
+          "value": "3"
+        },
+        {
+          "characteristic": "NCLB",
+          "value": "5"
+        },
+        {
+          "characteristic": "Gray Leaf Spot",
+          "value": "4"
+        },
+        {
+          "characteristic": "Goss's Wilt",
+          "value": "3"
+        },
+        {
+          "characteristic": "Common Rust",
+          "value": "3"
+        },
+        {
+          "characteristic": "Southern Rust",
+          "value": "4"
+        },
+        {
+          "characteristic": "Tar Spot",
+          "value": "1"
+        }
+      ]
+    },
+    {
+      "label": "SILAGE CHARACTERISTICS",
+      "type": "scale-or-value",
+      "items": [
+        {
+          "characteristic": "Dairy Silage Rating",
+          "value": "4"
+        },
+        {
+          "characteristic": "Dry Tons/Acre",
+          "value": "5"
+        },
+        {
+          "characteristic": "aNDF %DM",
+          "value": "3"
+        },
+        {
+          "characteristic": "NDFd 30 Hr %NDF",
+          "value": "4"
+        },
+        {
+          "characteristic": "uNDF 240",
+          "value": "3"
+        },
+        {
+          "characteristic": "% Starch",
+          "value": "3"
+        },
+        {
+          "characteristic": "in situ Starch 7 Hr",
+          "value": "3"
+        },
+        {
+          "characteristic": "TTNDFD",
+          "value": "5"
+        },
+        {
+          "characteristic": "Milk/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "Beef/Acre",
+          "value": "4"
+        },
+        {
+          "characteristic": "High Mositure Corn",
+          "value": "4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "1-5 (5 = best)",
+  "regional_recommendations": [],
+  "image_url": null,
+  "source_urls": [
+    "https://www.agrigold.com/corn/explore-corn-hybrids/A645-16"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-05-26T16:35:37.502968+00:00",
+  "scraper_version": "0.1.0"
+}

corpus/agrigold/agrigold-a645-16.md

@@ -0,0 +1,104 @@
+# A645-16
+
+- **Vendor:** AgReliant Genetics
+- **Brand:** AgriGold
+- **Crop:** Corn
+- **Relative maturity:** 115
+- **Traits:** STXRIB VT2RIB VT2PRO CONV
+- **Source:** https://www.agrigold.com/corn/explore-corn-hybrids/A645-16
+- **Rating scale (AgriGold):** 1-5 (5 = best)
+
+---
+## Product Features
+
+| Characteristic | Value |
+|---|---|
+| GDU to Mid Pollen | 1480 |
+| GDU to Black Layer | 2850 |
+| Plant Height | TALL |
+| Ear Height | MEDIUM HIGH |
+| Kernel Texture | MEDIUM HARD |
+| Ear Flex Index | 5 |
+| Cob Color | RED |
+| Nitrogen Utilization | LATE |
+| Harvest Timing | LATE |
+| Foliar Fungicide Response | MODERATE |
+| Fungicide Response Continuous Corn | MODERATE |
+| Fungicide Response Corn Soybean Rotation | LOW |
+| Green Snap Vulnerability | HIGH |
+
+## Plant Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Ear Flex Type | KERNEL |
+| Leaf Orientation | SEMI UPRIGHT |
+| Root Type | FIBROUS |
+
+## Agronomic Rating
+
+| Characteristic | Value |
+|---|---|
+| Test Weight | 5 |
+| Emergence | 4 |
+| Drought Tolerance | 4 |
+| Drydown | 3 |
+| Root Strength | 5 |
+| Stalk Strength | 5 |
+
+## Planting Applications
+
+| Characteristic | Value |
+|---|---|
+| Irrigation | 5 |
+| Narrow Row | 5 |
+| Corn on Corn | 4 |
+| No Till Adaptability | 4 |
+| High Yielding Soils | 5 |
+| Variable Soils | 5 |
+| Drought Prone/Sandy Soils | 4 |
+| Low Yielding Soils | 5 |
+| Poorly Drained Soils | 4 |
+| High pH Soils | 5 |
+
+## Soil Adaptability
+
+| Characteristic | Value |
+|---|---|
+| Clay | 5 |
+| Clay Loam | 5 |
+| Silty Clay Loam | 5 |
+| Silt Loam | 5 |
+| Sandy Loam | 4 |
+| Sand | 4 |
+
+## Disease Tolerance
+
+| Characteristic | Value |
+|---|---|
+| Leaf Disease Resistance | 4 |
+| Anthracnose Stalk Rot | 4 |
+| Physoderma Stalk Rot | 2 |
+| SCLB | 3 |
+| NCLB | 5 |
+| Gray Leaf Spot | 4 |
+| Goss's Wilt | 3 |
+| Common Rust | 3 |
+| Southern Rust | 4 |
+| Tar Spot | 1 |
+
+## Silage Characteristics
+
+| Characteristic | Value |
+|---|---|
+| Dairy Silage Rating | 4 |
+| Dry Tons/Acre | 5 |
+| aNDF %DM | 3 |
+| NDFd 30 Hr %NDF | 4 |
+| uNDF 240 | 3 |
+| % Starch | 3 |
+| in situ Starch 7 Hr | 3 |
+| TTNDFD | 5 |
+| Milk/Acre | 4 |
+| Beef/Acre | 4 |
+| High Mositure Corn | 4 |