Add 4 independent seed brands: Latham, Stine, 1st Choice, Burrus (+623 varieties)

Four independent regional brands across IA/IN/IL (variety-identity sources, each parsed into structured characteristics_groups so ratings embed): - latham (264: 155 corn + 109 soy) — Latham Hi-Tech Seeds, Alexander IA. WordPress REST enum (/wp-json/wp/v2/varieties) + /products/<slug>/ detail HTML. Scale 1-9 LOWER=better (reversed, like NK/AgriPro). - stine (217: 58 corn + 159 soy) — Stine Seed, Adel IA (largest US independent). sitemap enum + /{crop}/traits/<slug>/<code>/ detail HTML. Corn 1-9 (9=best); soy qualitative. - first_choice (78: 52 corn + 22 soy + 4 wheat) — 1st Choice Seeds, Rushville IN (employee-owned). Per-crop sitemap -> detail HTML. Scale 0-10 higher=better. ~40 older corn pages thin at source; wheat identity-only. - burrus (64: 38 corn + 26 soy) — Burrus Seed, Arenzville IL. Seedware JSON API. Scale 1-10 (10=best). Brands Burrus/Power Plus/DONMARIO. robots ai-train=no + named-bot blocks; operator opted in, scraper uses a non-blacklisted UA + honors Crawl-delay 10. All 623 validated through rag.chunk.chunks_from_variety (0 errors; 6 identity-only pages from source gaps). No chunk.py change needed (identity sources auto-route to chunks_from_variety). Docs: - sources.json: 4 entries + Hoegemeyer added to _excluded_sources. The Corteva ToU (shared across pioneer.com / hoegemeyer.com / therightseed.com / corteva.com + the Vylor spinoff) bans scrapers + competitive use, so the whole Corteva family is one excluded ToU domain. - docs_mcp/lessons.md: rating-scales updated with all 4 directions + an explicit cross-vendor warning (Latham 1=best vs Stine/Burrus higher=best — never compare raw numbers without _scale_direction). - README + CLAUDE corpus inventory: now 2,268 variety + 6,787 trial records. CI rebuilds the index from the committed corpus.
2026-06-04 21:57:30 -04:00
parent 22e8092faf
commit 9600235466
1254 changed files with 103589 additions and 4 deletions
@@ -0,0 +1,99 @@
+{
+  "source": "latham",
+  "source_key": "latham-4772-rr-lfy",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "4772 RR/LFY",
+  "product_id": "4772 RR/LFY",
+  "crop": "corn",
+  "release_year": "2026",
+  "relative_maturity": 97,
+  "maturity_group": null,
+  "wheat_class": null,
+  "trait_stack": [
+    "RR/LFY"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Emergence",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Early Vigor",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stalk Strength",
+          "value": "4.0"
+        },
+        {
+          "characteristic": "Root Strength",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stay Green",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Drydown",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Test Weight",
+          "value": "4.0"
+        },
+        {
+          "characteristic": "Drought Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Corn-on-Corn",
+          "value": "4.0"
+        },
+        {
+          "characteristic": "Ear Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Ear Type",
+          "value": "Flex"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "Goss’s Wilt",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Northern Leaf Blight",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/4772-rr-lfy/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:45:17.462317+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,31 @@
+# 4772 RR/LFY
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Corn
+- **Relative maturity:** 97 days
+- **Trait(s):** RR/LFY
+- **Source:** https://www.lathamseeds.com/products/4772-rr-lfy/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Emergence:** 2.0
+- **Early Vigor:** 2.0
+- **Stalk Strength:** 4.0
+- **Root Strength:** 2.5
+- **Stay Green:** 1.5
+- **Drydown:** 3.0
+- **Test Weight:** 4.0
+- **Drought Tolerance:** 1.5
+- **Corn-on-Corn:** 4.0
+- **Ear Height:** Medium
+- **Ear Type:** Flex
+
+## Disease Ratings
+
+- **Goss’s Wilt:** 2.0
+- **Northern Leaf Blight:** 2.5
@@ -0,0 +1,99 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-00725-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 00725 XF",
+  "product_id": "L 00725 XF",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This variety is our earliest soybean with the XtendFlex trait package. A medium-tall plant with great standability makes this a great option for both narrow and wide rows. It has very strong white mold and IDC scores. In areas of high SCN pressure consider a Saltro seed treatment.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "None"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.7"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-00725-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:50.200390+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,35 @@
+# L 00725 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-00725-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This variety is our earliest soybean with the XtendFlex trait package. A medium-tall plant with great standability makes this a great option for both narrow and wide rows. It has very strong white mold and IDC scores. In areas of high SCN pressure consider a Saltro seed treatment._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 2.0
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** None
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** C, 2.7
+- **White Mold:** 2.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-00826-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 00826 XF",
+  "product_id": "L 00826 XF",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-00826-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:07.331735+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 00826 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-00826-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 1.0
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.0
+- **Sudden Death:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-00992-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 00992 E3",
+  "product_id": "L 00992 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.3"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.3"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-00992-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:09.066651+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 00992 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-00992-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.3
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 3a
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 1.3
+- **Sudden Death:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0114-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0114 XF",
+  "product_id": "L 0114 XF",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "The top performer northern growers have been looking for. Medium-tall plant type makes for excellent stress tolerance and western movement. Broadly adapted variety that excels in narrow rows. Strong Soybean Cyst Nematode resistance adds to L 0114 XFs versatility.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1C, 2.5"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0114-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:05.933106+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0114 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0114-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_The top performer northern growers have been looking for. Medium-tall plant type makes for excellent stress tolerance and western movement. Broadly adapted variety that excels in narrow rows. Strong Soybean Cyst Nematode resistance adds to L 0114 XFs versatility._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.0
+- **Phytophthora Root Rot:** 1C, 2.5
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.0
+- **Sudden Death:** 3.5
@@ -0,0 +1,99 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0133-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0133 E3",
+  "product_id": "L 0133 E3",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "L 0133 E brings a yield level not seen in years to Northern Latham Country. This variety crushes it in low and high yield environments making it an easy variety to place. Excellent White Mold and IDC tolerances make it ideal for the Valley and beyond. Medium-tall plant with superior stress tolerance makes harvest a breeze.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0133-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:21.572175+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,35 @@
+# L 0133 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0133-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_L 0133 E brings a yield level not seen in years to Northern Latham Country. This variety crushes it in low and high yield environments making it an easy variety to place. Excellent White Mold and IDC tolerances make it ideal for the Valley and beyond. Medium-tall plant with superior stress tolerance makes harvest a breeze._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 3a, 1.0
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.0
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0136-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0136 E3",
+  "product_id": "L 0136 E3",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "An exiciting new E3 line for 2023, this variety brings a very strong disease and agronomic package along with top-end yeild potential. This medium-tall plant has tremendous field tolerance to PRR along with the Rps1a3a gene. Combined with very strong IDC and Charcoal Root Rot tolerance this variety is adapted to to fit across varying yield environments. Consider Saltro where SCN is a concern.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "None"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a + 1a, 1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "1.9"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0136-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:42.749440+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0136 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0136-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_An exiciting new E3 line for 2023, this variety brings a very strong disease and agronomic package along with top-end yeild potential. This medium-tall plant has tremendous field tolerance to PRR along with the Rps1a3a gene. Combined with very strong IDC and Charcoal Root Rot tolerance this variety is adapted to to fit across varying yield environments. Consider Saltro where SCN is a concern._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** None
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 3a + 1a, 1.5
+- **White Mold:** 2.5
+- **Charcoal Rot:** 1.9
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0172-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0172 E3",
+  "product_id": "L 0172 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.9"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0172-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:10.514582+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,32 @@
+# L 0172 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.1
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0172-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.1
+- **Emergence:** 1.8
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.9
+- **Phytophthora Root Rot:** Rps 3a
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 1.3
@@ -0,0 +1,95 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0235-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0235 E3",
+  "product_id": "L 0235 E3",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "The new stake holder in early group 0 performance. This chloride excluder brings excellent Iron Chlorosis and White Mold tolerances to the Latham portfolio. Expect L 0235 E3 to perform well in white mold areas as well as stress areas. The top-notch disease package also includes the Rps3a phytophthora gene for added protection.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0235-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:24.706076+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,34 @@
+# L 0235 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0235-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_The new stake holder in early group 0 performance. This chloride excluder brings excellent Iron Chlorosis and White Mold tolerances to the Latham portfolio. Expect L 0235 E3 to perform well in white mold areas as well as stress areas. The top-notch disease package also includes the Rps3a phytophthora gene for added protection._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.0
+- **Phytophthora Root Rot:** 3a, 1.0
+- **White Mold:** 2.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0242-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0242 E3",
+  "product_id": "L 0242 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0242-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:56.908894+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0242 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0242-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 1.8
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.5
+- **Sudden Death:** 2.5
@@ -0,0 +1,99 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0254-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0254 XF",
+  "product_id": "L 0254 XF",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Heres our earliest offering in an XtendFlex trait package. At 0.2 maturity, it carries the Rps1-c gene for Phytophthora, full resistance to Brown Stem Rot and is very good against Iron Chlorosis. It is a tall, fairly bushy plant that maintains its height all the way to maturity. It does not have a gene for Soybean Cyst Nematode, so consider using seed treatment (like Saltro) for fighting that pest.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "None"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.5"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "3.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0254-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:48.968861+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,35 @@
+# L 0254 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0254-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Heres our earliest offering in an XtendFlex trait package. At 0.2 maturity, it carries the Rps1-c gene for Phytophthora, full resistance to Brown Stem Rot and is very good against Iron Chlorosis. It is a tall, fairly bushy plant that maintains its height all the way to maturity. It does not have a gene for Soybean Cyst Nematode, so consider using seed treatment (like Saltro) for fighting that pest._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Emergence:** 1.5
+- **Plant Height:** Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** None
+- **Iron Chlorosis:** 2.0
+- **Phytophthora Root Rot:** C, 2.5
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 3.0
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0282-r2x",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0282 R2X",
+  "product_id": "L 0282 R2X",
+  "crop": "soybeans",
+  "release_year": "2018",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "RR2 Xtend"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This soybean features excellent emergence and standability along with SCN protection from PI 88788. It carries the C-gene for Phytophthora with superior tolerance to Iron Chlorosis and Stress. Performance is greatly improved by the clusters of pods hanging off the large number of lateral branches. The White Mold rating is very good.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium+"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.1"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.4"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0282-r2x/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:26.310842+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0282 R2X
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** RR2 Xtend
+- **Source:** https://www.lathamseeds.com/products/l-0282-r2x/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This soybean features excellent emergence and standability along with SCN protection from PI 88788. It carries the C-gene for Phytophthora with superior tolerance to Iron Chlorosis and Stress. Performance is greatly improved by the clusters of pods hanging off the large number of lateral branches. The White Mold rating is very good._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Emergence:** 1.4
+- **Plant Height:** Medium+
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.1
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.4
+- **Phytophthora Root Rot:** C, 2.4
+- **Brown Stem Rot:** 3.0
+- **White Mold:** 2.3
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0284-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0284 XF",
+  "product_id": "L 0284 XF",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1k"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0284-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:58.365526+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0284 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0284-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** Rps 1k
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.5
+- **Sudden Death:** 3.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0293-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0293 E3",
+  "product_id": "L 0293 E3",
+  "crop": "soybeans",
+  "release_year": "2020",
+  "relative_maturity": null,
+  "maturity_group": 0.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Latham L 0293 E3 carries Soybean Cyst Nematode tolerance from PI 88788 along with excellent scores for Iron Chlorosis and Stress. Terrific emergence and standability help this line perform very well up and down the Red River Valley. Keep this soybean in zone and north. If youre placing it in fields with high levels of Phytophthora, a seed treatment to protect against that disease is highly recommended.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "White"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.1"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "2.7"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0293-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:38.422066+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0293 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.2
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0293-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Latham L 0293 E3 carries Soybean Cyst Nematode tolerance from PI 88788 along with excellent scores for Iron Chlorosis and Stress. Terrific emergence and standability help this line perform very well up and down the Red River Valley. Keep this soybean in zone and north. If youre placing it in fields with high levels of Phytophthora, a seed treatment to protect against that disease is highly recommended._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.2
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** White
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.1
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 2.7
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.5
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0412-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0412 E3",
+  "product_id": "L 0412 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.3"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0412-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:59.781634+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0412 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.4
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0412-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.4
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 1.8
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.3
+- **Sudden Death:** 2.3
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0416-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0416 XF",
+  "product_id": "L 0416 XF",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 0.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "An unbeatable Phytophthora Root Rot package with dual genes tops the reasons to make L 0416 XF the number one early group one choice. Add in superior Iron Deficiency Chlorosis and Sclerotinia White Mold tolerances to make one of the best Ironclad varieties in the market. Consistent performance across all soil types and yield environments make planting L 0416 XF an easy decision.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Gray"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1c/3a, 1.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0416-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:44.964220+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0416 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.4
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0416-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_An unbeatable Phytophthora Root Rot package with dual genes tops the reasons to make L 0416 XF the number one early group one choice. Add in superior Iron Deficiency Chlorosis and Sclerotinia White Mold tolerances to make one of the best Ironclad varieties in the market. Consistent performance across all soil types and yield environments make planting L 0416 XF an easy decision._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.4
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Gray
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 1c/3a, 1.0
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.0
+- **Sudden Death:** 2.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0425-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0425 E3",
+  "product_id": "L 0425 E3",
+  "crop": "soybeans",
+  "release_year": "2019",
+  "relative_maturity": null,
+  "maturity_group": 0.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This soybean features the Rps3-a gene for Phytophthora along with very good stress and Iron Chlorosis tolerance. Yield data from the past two years would indicate that this soybean works best if placed in medium to heavy soils. A small percentage (< 5%) of plants have white flowers. It moves south and west very well. It does not have tolerance to SCN, so consider using a seed treatment (like Saltro) for fighting that pest.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "None"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.9"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.8"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "3.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0425-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:39.813622+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0425 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.4
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0425-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This soybean features the Rps3-a gene for Phytophthora along with very good stress and Iron Chlorosis tolerance. Yield data from the past two years would indicate that this soybean works best if placed in medium to heavy soils. A small percentage (< 5%) of plants have white flowers. It moves south and west very well. It does not have tolerance to SCN, so consider using a seed treatment (like Saltro) for fighting that pest._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.4
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** None
+- **Iron Chlorosis:** 2.2
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 3a, 1.9
+- **Brown Stem Rot:** 2.8
+- **White Mold:** 2.5
+- **Charcoal Rot:** 3.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0427-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0427 E3",
+  "product_id": "L 0427 E3",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 0.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Ironclad variety with top-end yields give you the best of both worlds across Northern Latham Country. Adding the Chloride Excluder gene provides added versatility in acres with high salt content. Dual Phytophthora Root Rot genes and exceptional emergence make L 0427 E3 a top choice for early planting. Toss in superior Sclerotinia White Mold tolerance and excellent standability for a highly versatile variety.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1c/3a, 1.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "1.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0427-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:46.858449+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0427 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.4
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0427-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Ironclad variety with top-end yields give you the best of both worlds across Northern Latham Country. Adding the Chloride Excluder gene provides added versatility in acres with high salt content. Dual Phytophthora Root Rot genes and exceptional emergence make L 0427 E3 a top choice for early planting. Toss in superior Sclerotinia White Mold tolerance and excellent standability for a highly versatile variety._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.4
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 1c/3a, 1.0
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 1.5
+- **Sudden Death:** 1.5
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0438-r2x",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0438 R2X",
+  "product_id": "L 0438 R2X",
+  "crop": "soybeans",
+  "release_year": "2017",
+  "relative_maturity": null,
+  "maturity_group": 0.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "RR2 Xtend"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "SCN resistance, excellent standability, as well as excellent tolerance to Brown Stem Rot, White Mold and Iron Chlorosis are the highlights of this 0.4 maturity soybean. Its a medium-tall, thinner plant type so keeping it in 20 inch rows and narrower is recommended. It also carries the Rps1-k gene for Phytophthora. It works best in the Red River Valley and east.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.7"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Thin"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.2"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.6"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.7"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "K, 2.3"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.7"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0438-r2x/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:17.136446+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0438 R2X
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.4
+- **Trait(s):** RR2 Xtend
+- **Source:** https://www.lathamseeds.com/products/l-0438-r2x/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_SCN resistance, excellent standability, as well as excellent tolerance to Brown Stem Rot, White Mold and Iron Chlorosis are the highlights of this 0.4 maturity soybean. Its a medium-tall, thinner plant type so keeping it in 20 inch rows and narrower is recommended. It also carries the Rps1-k gene for Phytophthora. It works best in the Red River Valley and east._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.4
+- **Emergence:** 1.7
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Thin
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.2
+- **Iron Chlorosis:** 1.6
+- **Stress Tolerance:** 1.7
+- **Phytophthora Root Rot:** K, 2.3
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 1.7
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0524-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0524 E3",
+  "product_id": "L 0524 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.3"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0524-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:01.233618+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0524 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.5
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0524-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.8
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.5
+- **Sudden Death:** 2.3
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0528-llgt27",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0528 LLGT27",
+  "product_id": "L 0528 LLGT27",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "LLGT27"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Our new LLGT27 variety in the 0.5 maturity, this bean tremendous stress tolerance and an overall agronomic package that makes it suited to perform through low-yield environments. Excellent standabilty with strong SCN, IDC, and WM scores are just a few of the attributes that makes this variety stand out.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.0"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "1.7"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0528-llgt27/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:41.465141+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0528 LLGT27
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.5
+- **Trait(s):** LLGT27
+- **Source:** https://www.lathamseeds.com/products/l-0528-llgt27/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Our new LLGT27 variety in the 0.5 maturity, this bean tremendous stress tolerance and an overall agronomic package that makes it suited to perform through low-yield environments. Excellent standabilty with strong SCN, IDC, and WM scores are just a few of the attributes that makes this variety stand out._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.0
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 2.0
+- **White Mold:** 2.2
+- **Charcoal Rot:** 1.7
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0691-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0691 E3",
+  "product_id": "L 0691 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.6,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.6"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "Peking"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.3"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "1.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0691-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:03.227792+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0691 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.6
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0691-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.6
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** Peking
+- **Iron Chlorosis:** 2.3
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.0
+- **Sudden Death:** 1.8
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0694-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0694 XF",
+  "product_id": "L 0694 XF",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.6,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This versatile new 0.6 maturity XtendFlex variety brings a very strong disease package along with top end yield potential across yield environments. Excellent SCN, BSR, and IDC scores are some of the top characteristics of this bean. It will yield north of its maturity zone and moves west across North and South Dakota.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.6"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 2.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0694-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:45.263755+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 0694 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.6
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0694-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This versatile new 0.6 maturity XtendFlex variety brings a very strong disease package along with top end yield potential across yield environments. Excellent SCN, BSR, and IDC scores are some of the top characteristics of this bean. It will yield north of its maturity zone and moves west across North and South Dakota._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.6
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 3a, 2.0
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 2.5
+- **Sudden Death:** 2.0
+- **Charcoal Rot:** 2.4
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0722-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0722 E3",
+  "product_id": "L 0722 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.7,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.7"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0722-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:04.421120+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0722 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.7
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0722-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.7
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.5
+- **Sudden Death:** 2.5
@@ -0,0 +1,99 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0728-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0728 XF",
+  "product_id": "L 0728 XF",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 0.7,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Excellent emergence and strong early growth make this soybean a great choice for no-till/reduced tillage acres. It carres the combination Rps3-a plus Rps1-c genes for Phytophthora, strong SCN tolerance from PI 88788 and is fully resistant to BSR. The upper canopy is fairly open which helps where White Mold is a concern. Iron Chlorosis tolerance is very good. It is a medium-tall plant with moderate lateral branching. Very well adapted from the Dakotas to Wisconsin.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.7"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.1"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a+ 1c, 1.7"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0728-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:18.711031+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,35 @@
+# L 0728 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.7
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0728-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Excellent emergence and strong early growth make this soybean a great choice for no-till/reduced tillage acres. It carres the combination Rps3-a plus Rps1-c genes for Phytophthora, strong SCN tolerance from PI 88788 and is fully resistant to BSR. The upper canopy is fairly open which helps where White Mold is a concern. Iron Chlorosis tolerance is very good. It is a medium-tall plant with moderate lateral branching. Very well adapted from the Dakotas to Wisconsin._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.7
+- **Emergence:** 1.4
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.1
+- **Iron Chlorosis:** 2.0
+- **Phytophthora Root Rot:** 3a+ 1c, 1.7
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.8
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0785-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0785 E3",
+  "product_id": "L 0785 E3",
+  "crop": "soybeans",
+  "release_year": "2020",
+  "relative_maturity": null,
+  "maturity_group": 0.7,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "The combination of Rps1c + Rps3a genes for Phytophthora is a highlight of this Enlist E3 soybean. It carries SCN tolerance from PI 88788. It also has very good scores for Stress, White Mold and Iron Chlorosis. Strong emergence and overall performance will attract many farmers to this product as it is stable and consistent across most environments.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.7"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium+"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.1"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a+1c, 1.8"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0785-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:20.134236+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0785 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.7
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0785-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_The combination of Rps1c + Rps3a genes for Phytophthora is a highlight of this Enlist E3 soybean. It carries SCN tolerance from PI 88788. It also has very good scores for Stress, White Mold and Iron Chlorosis. Strong emergence and overall performance will attract many farmers to this product as it is stable and consistent across most environments._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.7
+- **Emergence:** 1.5
+- **Plant Height:** Medium+
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.1
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 3a+1c, 1.8
+- **White Mold:** 2.2
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0847-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0847 E3",
+  "product_id": "L 0847 E3",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 0.8,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Dual Phytophthora Root Rot genes and excellent Iron Deficiency Chlorosis tolerance help create a variety worthy of planting on all soil types. This Ironclad variety will not disappoint Latham customers in high or low yield environments. The excellent plant canopy and emergence score provide added piece of mind for early planting. Superior Sclerotinia White Mold tolerance provides added piece of mind.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.8"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1K/3A, 2.5"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0847-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:42.022499+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0847 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.8
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0847-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Dual Phytophthora Root Rot genes and excellent Iron Deficiency Chlorosis tolerance help create a variety worthy of planting on all soil types. This Ironclad variety will not disappoint Latham customers in high or low yield environments. The excellent plant canopy and emergence score provide added piece of mind for early planting. Superior Sclerotinia White Mold tolerance provides added piece of mind._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.8
+- **Emergence:** 2.0
+- **Plant Height:** Medium
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 1K/3A, 2.5
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 2.0
+- **Sudden Death:** 2.0
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0888-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0888 XF",
+  "product_id": "L 0888 XF",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "The must have late group 0 XtendFlex variety. This full bush variety is built for speed and excels in high yield environments. Because of this attribute, use caution in known white mold ares. L 0888 XF is an average plant height variety that maintains plan height in tougher soils. This SCN variety stands very well and contains the Rps1c phytopthora gene for added protection.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Frog Eye",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0888-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:43.552974+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 0888 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0888-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_The must have late group 0 XtendFlex variety. This full bush variety is built for speed and excels in high yield environments. Because of this attribute, use caution in known white mold ares. L 0888 XF is an average plant height variety that maintains plan height in tougher soils. This SCN variety stands very well and contains the Rps1c phytopthora gene for added protection._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Plant Height:** Medium
+- **Plant Type:** Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** C, 2.0
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 2.5
+- **Frog Eye:** 2.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0911-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0911 E3",
+  "product_id": "L 0911 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "Peking"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.2"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0911-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:42.593928+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 0911 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0911-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** Peking
+- **Iron Chlorosis:** 1.2
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 1.5
+- **Sudden Death:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0945-llgt27",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0945 LLGT27",
+  "product_id": "L 0945 LLGT27",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "LLGT27"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This new LLGT27 soybean gives growers an exciting option in the 0.9 maturity. Very strong scores on SCN, PRR, BSR, and IDC along with tremendous emergence and standabilty gives this variety the agronomics to be broadly adapted across all yield environments.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0945-llgt27/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:35.230651+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0945 LLGT27
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** LLGT27
+- **Source:** https://www.lathamseeds.com/products/l-0945-llgt27/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This new LLGT27 soybean gives growers an exciting option in the 0.9 maturity. Very strong scores on SCN, PRR, BSR, and IDC along with tremendous emergence and standabilty gives this variety the agronomics to be broadly adapted across all yield environments._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Emergence:** 1.4
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** C, 2.0
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 2.5
+- **Sudden Death:** 2.2
+- **Charcoal Rot:** 2.2
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0959-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0959 E3",
+  "product_id": "L 0959 E3",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This new 0.9 maturity E3 soybean brings next level SCN protection along with exciting yield potential! It carries the Rps 3a gene for Phytophora along with very strong field tolerance against that disease. With strong BSR, SDS, and IDC tolerances this bean is well suited for southern North Dakota into Minnesota.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "P, 1.9"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.7"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.6"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0959-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:23.125233+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 0959 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0959-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This new 0.9 maturity E3 soybean brings next level SCN protection along with exciting yield potential! It carries the Rps 3a gene for Phytophora along with very strong field tolerance against that disease. With strong BSR, SDS, and IDC tolerances this bean is well suited for southern North Dakota into Minnesota._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** P, 1.9
+- **Iron Chlorosis:** 2.2
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 3a, 1.7
+- **Brown Stem Rot:** 1.5
+- **White Mold:** 2.6
+- **Sudden Death:** 2.0
+- **Charcoal Rot:** 2.4
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0984-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0984 XF",
+  "product_id": "L 0984 XF",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Heres a 0.9 maturity XtendFlex soybean that features the Rps3-a gene for Phytophthora, SCN tolerance from PI 88788 and good scores for White Mold and Iron Chlorosis. It also has very good tolerance to Brown Stem Rot and Stress. It is a medium-tall, medium-bush type plant that does very well in both low & high-yield environments. Topped the 2020 breeder trials from 0.7 to 1.4 RM.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0984-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:51.073700+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 0984 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-0984-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Heres a 0.9 maturity XtendFlex soybean that features the Rps3-a gene for Phytophthora, SCN tolerance from PI 88788 and good scores for White Mold and Iron Chlorosis. It also has very good tolerance to Brown Stem Rot and Stress. It is a medium-tall, medium-bush type plant that does very well in both low & high-yield environments. Topped the 2020 breeder trials from 0.7 to 1.4 RM._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** Rps 3a
+- **Brown Stem Rot:** 1.8
+- **White Mold:** 2.2
+- **Sudden Death:** 2.5
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-0993-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 0993 E3",
+  "product_id": "L 0993 E3",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 0.9,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This exciting new E3 soybean is adapted perfectly for the Red River Valley. It has strong Iron Deficiency Chlorosis (IDC), Phytophthora Root Rot (PRR), and Brown Stem Rot (BSR) resistance and can really yield in its maturity.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "0.9"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-0993-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:48.608748+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 0993 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 0.9
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-0993-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This exciting new E3 soybean is adapted perfectly for the Red River Valley. It has strong Iron Deficiency Chlorosis (IDC), Phytophthora Root Rot (PRR), and Brown Stem Rot (BSR) resistance and can really yield in its maturity._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 0.9
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.8
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 1.5
+- **Sudden Death:** 2.0
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1094-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1094 E3",
+  "product_id": "L 1094 E3",
+  "crop": "soybeans",
+  "release_year": "2020",
+  "relative_maturity": null,
+  "maturity_group": 1.0,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Latham L 1094 E3 features the excluder gene for high salt soils. Its resistant to Brown Stem Rot and carries very good sores for Iron Chlorosis and White Mold. PI 88788 provides solid SCN protection. Its field tolerance to Phytophthora is strong but if you need extra protection for this disease, consider a seed treatment. Yield performance is enhanced by the extra lateral branching, which reminds our Latham Product Team of L 2084 R2s!",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Gray"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.2"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.1"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "2.7"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1094-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:11.297041+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 1094 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.0
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1094-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Latham L 1094 E3 features the excluder gene for high salt soils. Its resistant to Brown Stem Rot and carries very good sores for Iron Chlorosis and White Mold. PI 88788 provides solid SCN protection. Its field tolerance to Phytophthora is strong but if you need extra protection for this disease, consider a seed treatment. Yield performance is enhanced by the extra lateral branching, which reminds our Latham Product Team of L 2084 R2s!_
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.0
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Gray
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.2
+- **Iron Chlorosis:** 2.1
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 2.7
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.2
+- **Sudden Death:** 2.0
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1121-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1121 E3",
+  "product_id": "L 1121 E3",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 1.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This Peking source SCN is the new workhorse early group 1 variety. This medium-tall plant has excellent stress tolerance and average standability. Yields are protected by the Rps3a phytopthora gene and superior field tolerance. L 1121 E3 is highly versatile and pushes through low yield environments. This medium-bush variety has excellent branching and should not be over-planted to achieve maximum yields. This being said, use caution in known white mold areas.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.1"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.5"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1121-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:12.771090+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 1121 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.1
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1121-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This Peking source SCN is the new workhorse early group 1 variety. This medium-tall plant has excellent stress tolerance and average standability. Yields are protected by the Rps3a phytopthora gene and superior field tolerance. L 1121 E3 is highly versatile and pushes through low yield environments. This medium-bush variety has excellent branching and should not be over-planted to achieve maximum yields. This being said, use caution in known white mold areas._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.1
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 1.0
+- **Phytophthora Root Rot:** 3a, 1.5
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 3.0
+- **Sudden Death:** 3.0
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1165-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1165 XF",
+  "product_id": "L 1165 XF",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 1.1,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Ironclad variety with much improved Sclerotinia White Mold tolerance in Lathams XtendFlex portfolio. Add in superior emergence and Phytophthora Root Rot field tolerance for added versatility. L 1165 XF has the plant height and stress tolerance to be planted anywhere in Latham Country. L 1165 XF also adds the Brown Stem Rot gene to protect its high yield capability.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.1"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1c, 1.5"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1165-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:52.428117+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 1165 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.1
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-1165-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Ironclad variety with much improved Sclerotinia White Mold tolerance in Lathams XtendFlex portfolio. Add in superior emergence and Phytophthora Root Rot field tolerance for added versatility. L 1165 XF has the plant height and stress tolerance to be planted anywhere in Latham Country. L 1165 XF also adds the Brown Stem Rot gene to protect its high yield capability._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.1
+- **Emergence:** 1.0
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 1c, 1.5
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.0
+- **Sudden Death:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1219-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1219 E3",
+  "product_id": "L 1219 E3",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 1.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This 1.2 maturity Enlist E3 soybean features the Rps1-c gene for Phytophthora, excellent scores for Sudden Death Syndrome and Stress Tolerance along with SCN tolerance from PI 88788. It also carries the Excluder gene for tolerance to high-salt soils. A medium-tall plant with good lateral branching, it has very good tolerance to Iron Chlorosis and handles tough soils very well.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1219-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:55.259055+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 1219 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.2
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1219-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This 1.2 maturity Enlist E3 soybean features the Rps1-c gene for Phytophthora, excellent scores for Sudden Death Syndrome and Stress Tolerance along with SCN tolerance from PI 88788. It also carries the Excluder gene for tolerance to high-salt soils. A medium-tall plant with good lateral branching, it has very good tolerance to Iron Chlorosis and handles tough soils very well._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.2
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** C, 2.5
+- **White Mold:** 2.5
+- **Sudden Death:** 2.0
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1236-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1236 E3",
+  "product_id": "L 1236 E3",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 1.2,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Dual Phytophthora Root Rot genes and excellent emergence make L 1236 E3 the top choice for early plantings. The medium-tall plant has superior stress tolerance for a wide range of soil types and environments. The dense canopy leads to average Sclerotinia White Mold tolerance. Excellent Iron Deficiency Chlorosis makes it a key line for South Dakota and Minnesota",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.2"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1c/3a, 1.5"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1236-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:53.931438+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 1236 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.2
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1236-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Dual Phytophthora Root Rot genes and excellent emergence make L 1236 E3 the top choice for early plantings. The medium-tall plant has superior stress tolerance for a wide range of soil types and environments. The dense canopy leads to average Sclerotinia White Mold tolerance. Excellent Iron Deficiency Chlorosis makes it a key line for South Dakota and Minnesota_
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.2
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 1c/3a, 1.5
+- **White Mold:** 3.0
+- **Sudden Death:** 3.0
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1358-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1358 E3",
+  "product_id": "L 1358 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 1.3,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "None"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.8"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.4"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1358-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:21.099868+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 1358 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.3
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1358-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.3
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** None
+- **Iron Chlorosis:** 2.8
+- **Stress Tolerance:** 1.8
+- **Phytophthora Root Rot:** Rps 3a
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.2
+- **Sudden Death:** 2.4
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1383-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1383 XF",
+  "product_id": "L 1383 XF",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 1.3,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "L 1383 XF is a 1.3 maturity Ironclad XtendFlex product that features SCN protection from PI 88788, the Rps3-a gene for Phytophthora and full resistance to Brown Stem Rot. It also has very good scores for Iron Chlorosis, White Mold and Stress tolerance. One parent of L 1383 X is L 0982 R2 which combined with the good height and Stress tolerance help make this soybean an excellent choice for those tougher fields all across Latham Country.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium+"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.2"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.9"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1383-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:14.198793+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 1383 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.3
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-1383-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_L 1383 XF is a 1.3 maturity Ironclad XtendFlex product that features SCN protection from PI 88788, the Rps3-a gene for Phytophthora and full resistance to Brown Stem Rot. It also has very good scores for Iron Chlorosis, White Mold and Stress tolerance. One parent of L 1383 X is L 0982 R2 which combined with the good height and Stress tolerance help make this soybean an excellent choice for those tougher fields all across Latham Country._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.3
+- **Emergence:** 1.5
+- **Plant Height:** Medium+
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Brown
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.2
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.8
+- **Phytophthora Root Rot:** 3a, 1.9
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.2
+- **Sudden Death:** 2.8
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1392-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1392 E3",
+  "product_id": "L 1392 E3",
+  "crop": "soybeans",
+  "release_year": "2020",
+  "relative_maturity": null,
+  "maturity_group": 1.3,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This is a key product for any soybean portfolio needing a mid-Group 1 product. It carries the Rps1-c gene for Phytophthora, strong SCN tolerance from PI 88788 and is resistant to Brown Stem Rot. Its a fairly tall, moderately bushy plant with excellent emergence and a very good rating for Iron Chlorosis. It will handle tough soils as the stress tolerance is noted as being excellent.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.3"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.1"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 2.4"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.7"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1392-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:15.571618+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 1392 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.3
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1392-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This is a key product for any soybean portfolio needing a mid-Group 1 product. It carries the Rps1-c gene for Phytophthora, strong SCN tolerance from PI 88788 and is resistant to Brown Stem Rot. Its a fairly tall, moderately bushy plant with excellent emergence and a very good rating for Iron Chlorosis. It will handle tough soils as the stress tolerance is noted as being excellent._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.3
+- **Emergence:** 1.4
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium Bushy
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.1
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** C, 2.4
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.7
+- **Sudden Death:** 3.0
+- **Charcoal Rot:** 2.8
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1439-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1439 XF",
+  "product_id": "L 1439 XF",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 1.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This new 1.4 maturity XtendFlex soybean combines strong agronomics with top-end yield potential. It has the Rps1c gene and very strong field tolerance to combat Phytophthora. Tremendous scores for IDC, White Mold, and SCN make this variety a new go to in the mid group 1 maturity range.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "White"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.0"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.6"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 1.7"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.9"
+        },
+        {
+          "characteristic": "Frog Eye",
+          "value": "1.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1439-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:40.463467+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 1439 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.4
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-1439-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This new 1.4 maturity XtendFlex soybean combines strong agronomics with top-end yield potential. It has the Rps1c gene and very strong field tolerance to combat Phytophthora. Tremendous scores for IDC, White Mold, and SCN make this variety a new go to in the mid group 1 maturity range._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.4
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** White
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.0
+- **Iron Chlorosis:** 2.5
+- **Stress Tolerance:** 1.6
+- **Phytophthora Root Rot:** C, 1.7
+- **White Mold:** 1.9
+- **Frog Eye:** 1.5
@@ -0,0 +1,103 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1442-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1442 E3",
+  "product_id": "L 1442 E3",
+  "crop": "soybeans",
+  "release_year": "2024",
+  "relative_maturity": null,
+  "maturity_group": 1.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This mid-group 1 variety goes everywhere and does everything. L 1442 E3 will be one of the first varieties to emerge and shade the row. This bushy variety contains the Rps3a phytopthora gene and has superior filed tolerance. IDC ground, no problem. Heavy soils, no problem. Stressed soils, no problem. Just get it in the ground and it will perform. Due to the aggressive branching and wide canopy of L 1442 E3, use caution in known white mold areas.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Bushy"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "White"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Brown"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "3a, 1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "3.0"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1442-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:38.980742+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,36 @@
+# L 1442 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.4
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1442-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This mid-group 1 variety goes everywhere and does everything. L 1442 E3 will be one of the first varieties to emerge and shade the row. This bushy variety contains the Rps3a phytopthora gene and has superior filed tolerance. IDC ground, no problem. Heavy soils, no problem. Stressed soils, no problem. Just get it in the ground and it will perform. Due to the aggressive branching and wide canopy of L 1442 E3, use caution in known white mold areas._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.4
+- **Plant Height:** Medium Tall
+- **Plant Type:** Bushy
+- **Flower Color:** White
+- **Pubescence:** Gray
+- **Pod Color:** Brown
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** 3a, 1.0
+- **White Mold:** 3.0
+- **Sudden Death:** 3.0
+- **Charcoal Rot:** 2.5
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1452-llgt27",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1452 LLGT27",
+  "product_id": "L 1452 LLGT27",
+  "crop": "soybeans",
+  "release_year": "2023",
+  "relative_maturity": null,
+  "maturity_group": 1.4,
+  "wheat_class": null,
+  "trait_stack": [
+    "LLGT27"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Top-end yield potential with a very strong yield package and best in class standability. This new 1.4 Ironclad LLGT27 variety has excellent tolerance to PRR, SCN, and IDC and has broad acre adaptability north and south of its zone with strong eastern movement.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.4"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.6"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "F, 2.0"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "C, 1.7"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.0"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1452-llgt27/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:50:36.879964+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 1452 LLGT27
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.4
+- **Trait(s):** LLGT27
+- **Source:** https://www.lathamseeds.com/products/l-1452-llgt27/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Top-end yield potential with a very strong yield package and best in class standability. This new 1.4 Ironclad LLGT27 variety has excellent tolerance to PRR, SCN, and IDC and has broad acre adaptability north and south of its zone with strong eastern movement._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.4
+- **Emergence:** 1.6
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** F, 2.0
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** C, 1.7
+- **Brown Stem Rot:** 2.0
+- **White Mold:** 2.2
+- **Sudden Death:** 2.2
+- **Charcoal Rot:** 2.0
@@ -0,0 +1,111 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1531-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1531 E3",
+  "product_id": "L 1531 E3",
+  "crop": "soybeans",
+  "release_year": "2025",
+  "relative_maturity": null,
+  "maturity_group": 1.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "This new Peking Soybean Cyst Nematode (SCN) product contains a great combination of yield and disease resistance. L 1531 E3 is medium height with two genes of protection from Phytophthora Root Rot. This product is strong in stress situations but has an extra gear in high yield environments and pods up at the top of the plant. L 1531 E3 also is resistant to Brown Stem Rot and Stem Canker. It can be put in Iron Deficiency Chlorosis (IDC) situations.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "Peking"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.2"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1.2"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.4"
+        },
+        {
+          "characteristic": "Charcoal Rot",
+          "value": "2.7"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1531-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:49:37.452630+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,38 @@
+# L 1531 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.5
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1531-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_This new Peking Soybean Cyst Nematode (SCN) product contains a great combination of yield and disease resistance. L 1531 E3 is medium height with two genes of protection from Phytophthora Root Rot. This product is strong in stress situations but has an extra gear in high yield environments and pods up at the top of the plant. L 1531 E3 also is resistant to Brown Stem Rot and Stem Canker. It can be put in Iron Deficiency Chlorosis (IDC) situations._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** Peking
+- **Iron Chlorosis:** 2.2
+- **Stress Tolerance:** 2.2
+- **Phytophthora Root Rot:** 1.2
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.5
+- **Sudden Death:** 2.4
+- **Charcoal Rot:** 2.7
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1558-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1558 E3",
+  "product_id": "L 1558 E3",
+  "crop": "soybeans",
+  "release_year": "2021",
+  "relative_maturity": null,
+  "maturity_group": 1.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "L 1558 E3 is a 1.5 maturity Enlist soybean that carries the Rps3-a gene for Phytophthora, is resistant to Brown Stem Rot and excellent against Sudden Death Syndrome. The SCN tolerance is from PI 88788, the White Mold score is good and the Iron Chlorosis is equal to L 1595 E3, which it directly replaces. It beat 1595 by over 4 bu/A in 2020 breeder trials!",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Buff"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.8"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.4"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.2"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1558-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:38.121675+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 1558 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.5
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1558-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_L 1558 E3 is a 1.5 maturity Enlist soybean that carries the Rps3-a gene for Phytophthora, is resistant to Brown Stem Rot and excellent against Sudden Death Syndrome. The SCN tolerance is from PI 88788, the White Mold score is good and the Iron Chlorosis is equal to L 1595 E3, which it directly replaces. It beat 1595 by over 4 bu/A in 2020 breeder trials!_
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Buff
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.8
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** Rps 3a
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.4
+- **Sudden Death:** 2.2
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1593-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1593 E3",
+  "product_id": "L 1593 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 1.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.8"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "1.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1593-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:22.907689+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 1593 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.5
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1593-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.8
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.0
+- **Sudden Death:** 1.8
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1597-xf",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1597 XF",
+  "product_id": "L 1597 XF",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 1.5,
+  "wheat_class": null,
+  "trait_stack": [
+    "XtendFlex"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium Tall"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Gray"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Imperfect Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1c3a"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1597-xf/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:24.302761+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 1597 XF
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.5
+- **Trait(s):** XtendFlex
+- **Source:** https://www.lathamseeds.com/products/l-1597-xf/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.5
+- **Emergence:** 1.5
+- **Plant Height:** Medium Tall
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Gray
+- **Pod Color:** Tan
+- **Hilum Color:** Imperfect Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 1.5
+- **Phytophthora Root Rot:** Rps 1c3a
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.0
+- **Sudden Death:** 2.5
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1626-e3",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1626 E3",
+  "product_id": "L 1626 E3",
+  "crop": "soybeans",
+  "release_year": "2026",
+  "relative_maturity": null,
+  "maturity_group": 1.6,
+  "wheat_class": null,
+  "trait_stack": [
+    "Enlist E3"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": null,
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.6"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Black"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "Rps 1k"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "1.8"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1626-e3/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:27.308638+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,33 @@
+# L 1626 E3
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.6
+- **Trait(s):** Enlist E3
+- **Source:** https://www.lathamseeds.com/products/l-1626-e3/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.6
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Black
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 1.5
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** Rps 1k
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 1.5
+- **Sudden Death:** 1.8
@@ -0,0 +1,107 @@
+{
+  "source": "latham",
+  "source_key": "latham-l-1648-llgt27",
+  "vendor": "Latham Hi-Tech Seeds",
+  "brand": "Latham Hi-Tech Seeds",
+  "product_name": "L 1648 LLGT27",
+  "product_id": "L 1648 LLGT27",
+  "crop": "soybeans",
+  "release_year": "2020",
+  "relative_maturity": null,
+  "maturity_group": 1.6,
+  "wheat_class": null,
+  "trait_stack": [
+    "LLGT27"
+  ],
+  "trait_descriptions": [],
+  "positioning_statement": "Position this product from South Dakota, across Minnesota, into Wisconsin and even down to the upper tier of counties in Iowa! It has excellent emergence and standability, the K-gene for Phytophthora and is Brown Stem Rot-resistant. The White Mold, Iron Chlorosis and overall Stress tolerance scores are very good.",
+  "strengths": [],
+  "characteristics_groups": [
+    {
+      "label": "AGRONOMIC CHARACTERISTICS",
+      "items": [
+        {
+          "characteristic": "Relative Maturity",
+          "value": "1.6"
+        },
+        {
+          "characteristic": "Emergence",
+          "value": "1.5"
+        },
+        {
+          "characteristic": "Plant Height",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Plant Type",
+          "value": "Medium"
+        },
+        {
+          "characteristic": "Flower Color",
+          "value": "Purple"
+        },
+        {
+          "characteristic": "Pubescence",
+          "value": "Light Tawny"
+        },
+        {
+          "characteristic": "Pod Color",
+          "value": "Tan"
+        },
+        {
+          "characteristic": "Hilum Color",
+          "value": "Brown"
+        }
+      ]
+    },
+    {
+      "label": "DISEASE RATINGS",
+      "items": [
+        {
+          "characteristic": "SCN Resistance",
+          "value": "PI 88788"
+        },
+        {
+          "characteristic": "Iron Chlorosis",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Stress Tolerance",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Phytophthora Root Rot",
+          "value": "1k, 2.0"
+        },
+        {
+          "characteristic": "Brown Stem Rot",
+          "value": "1.0"
+        },
+        {
+          "characteristic": "White Mold",
+          "value": "2.0"
+        },
+        {
+          "characteristic": "Sudden Death",
+          "value": "2.5"
+        }
+      ]
+    }
+  ],
+  "_scale_direction": "numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.",
+  "regional_recommendations": [
+    {
+      "product_list_name": "Latham dealer network (Upper Midwest — IA/MN/WI/IL/ND/SD/NE)",
+      "agronomist": null,
+      "agronomist_email": null,
+      "variant_id": null
+    }
+  ],
+  "image_url": null,
+  "source_urls": [
+    "https://www.lathamseeds.com/products/l-1648-llgt27/"
+  ],
+  "sitemap_last_modified": null,
+  "fetched_at": "2026-06-05T01:48:40.280139+00:00",
+  "scraper_version": "0.1.0"
+}
@@ -0,0 +1,37 @@
+# L 1648 LLGT27
+
+- **Vendor:** Latham Hi-Tech Seeds (independent family-owned, Alexander, IA)
+- **Brand:** Latham Hi-Tech Seeds
+- **Crop:** Soybeans
+- **Maturity group:** 1.6
+- **Trait(s):** LLGT27
+- **Source:** https://www.lathamseeds.com/products/l-1648-llgt27/
+- **Rating scale:** numeric ratings ~1-9 where LOWER = BETTER (1 = best / most tolerant / most resistant); confirmed by cross-referencing Product Overview prose vs values (top-rated stalks/roots cluster 1.0-1.5, weak traits 3.0-3.5, none approach 9). Categorical values pass through verbatim (SCN source 'PI 88788', Phytophthora 'Rps 1k', Anthracnose 'ASR', 'Medium Tall', 'Flex'). NA/blank = not rated.
+- **Service area:** Latham dealer network — Upper Midwest (IA/MN/WI/IL/ND/SD/NE)
+
+---
+
+_Position this product from South Dakota, across Minnesota, into Wisconsin and even down to the upper tier of counties in Iowa! It has excellent emergence and standability, the K-gene for Phytophthora and is Brown Stem Rot-resistant. The White Mold, Iron Chlorosis and overall Stress tolerance scores are very good._
+
+---
+
+## Agronomic Characteristics
+
+- **Relative Maturity:** 1.6
+- **Emergence:** 1.5
+- **Plant Height:** Medium
+- **Plant Type:** Medium
+- **Flower Color:** Purple
+- **Pubescence:** Light Tawny
+- **Pod Color:** Tan
+- **Hilum Color:** Brown
+
+## Disease Ratings
+
+- **SCN Resistance:** PI 88788
+- **Iron Chlorosis:** 2.0
+- **Stress Tolerance:** 2.0
+- **Phytophthora Root Rot:** 1k, 2.0
+- **Brown Stem Rot:** 1.0
+- **White Mold:** 2.0
+- **Sudden Death:** 2.5
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