AI Visibility Ranking
Top 10 Most AI-Visible Agriculture Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Agriculture suppliers. Updated September 19, 2026.
This ranking covers the 10 most AI-visible Agriculture suppliers we have audited, drawn from a pool of 19 companies in the category with a complete audit on file. Each supplier was put in front of five AI engines, ChatGPT, Claude, Perplexity, Gemini and DeepSeek, and asked the kind of questions a real buyer asks: who is this company, what do they make, can they be trusted, and would you recommend them. The Signal Score on this page is the smoothed average of those answers, from 0 to 100. Across this top 10, the average score is 32 out of 100, and the spread is telling: 2 sit at Moderate Signal, 1 land at Weak Signal and 7 are still Dark Signal.
What makes Agriculture interesting is not whether these are good suppliers, but how differently the AI models see them. Claude recognized the most companies in this set, while Perplexity recognized the fewest. Where engines did rate a supplier, Claude tended to give the highest marks. Notably, no supplier in this set was recognized by all five engines, which is the clearest measure of true cross-AI visibility: a supplier that only one or two models know is invisible to buyers using the others.
Use this list as a starting filter at the top of your sourcing funnel for Agriculture, not as a verdict on quality or commercial fit. A supplier high on this list is easy for an AI procurement assistant to find and describe accurately, which shortens your research and lowers the chance an agent quietly skips them. A supplier low on the list, or absent from it, may still be an excellent partner that simply has not made itself legible to AI yet. The per-supplier notes below explain what each engine did and did not know, so you can judge the gap yourself.
The ranking at a glance
Overall Signal Score plus each engine's overall verdict rating (1 to 10). Where an engine recognized the supplier but did not return a rating, the cell shows "knows"; where it did not recognize them at all, it shows "not found".
| # | Supplier | Signal Score | ChatGPT | Claude | Perplexity | Gemini | DeepSeek |
|---|---|---|---|---|---|---|---|
| 1 | Lebanon Seaboard Corporationus | 77 / 100Moderate | knows | 7/10 | not found | not found | knows |
| 2 | Weifang Sainpoly Greenhouse Equipment Co., Ltd.cn | 73 / 100Moderate | knows | 6/10 | not found | not found | not found |
| 3 | Novant Healthin | 44 / 100Weak | knows | knows | not found | not found | knows |
| 4 | Ponnusamy Nadar College of Educationin | 31 / 100Dark | not found | not found | not found | knows | knows |
| 5 | PT. Maswah Bakti Wisataid | 21 / 100Dark | not found | not found | not found | knows | not found |
| 6 | Akhil Global Exportsin | 21 / 100Dark | not found | not found | not found | not found | knows |
| 7 | SATKARMYOG KAVAN JOSHIin | 19 / 100Dark | not found | knows | not found | not found | not found |
| 8 | Avícola La Barrancape | 18 / 100Dark | not found | knows | not found | not found | not found |
| 9 | Rezwell Consulting & Technologiesin | 12 / 100Dark | not found | not found | not found | not found | knows |
| 10 | sanwra tradersin | 0 / 100Dark | not found | not found | not found | not found | not found |
Supplier by supplier: what each AI model knows
1. Lebanon Seaboard Corporation 77 / 100 · Moderate Signal
Lebanon Seaboard Corporation scores 77 out of 100, a Moderate Signal, and ranks #1 in US. ChatGPT, Claude and DeepSeek recognized the company; Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools. Claude rated it 7 out of 10 on overall suitability.
AI engines have a strong, consistent picture of Lebanon Seaboard Corporation, a Agriculture supplier in us. Across recent queries the company scored 82 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 50 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include grass seed, lawn care products, fertilizers. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 50 out of 100 and the AI Recommendation Rate at 100 out of 100. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
2. Weifang Sainpoly Greenhouse Equipment Co., Ltd. 73 / 100 · Moderate Signal
Weifang Sainpoly Greenhouse Equipment Co., Ltd. scores 73 out of 100, a Moderate Signal, and ranks #2 in CN. ChatGPT and Claude recognized the company; Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools. Claude rated it 6 out of 10 on overall suitability.
AI engines recognize Weifang Sainpoly Greenhouse Equipment Co., Ltd., a Agriculture supplier in cn. Across recent queries the company scored 77 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 25 out of 100. 2 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include tunnel greenhouses, multi-span greenhouses, glass greenhouses. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 25 out of 100 and the AI Recommendation Rate at 100 out of 100. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
See the full audit for Weifang Sainpoly Greenhouse Equipment Co., Ltd.
3. Novant Health 44 / 100 · Weak Signal
Novant Health scores 44 out of 100, a Weak Signal, and ranks #3 in IN. ChatGPT, Claude and DeepSeek recognized the company; Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize Novant Health, a Agriculture supplier in in. Across recent queries the company scored 64 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Product Clarity at 30 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include healthcare services, hospitals, outpatient centers. Certifications and trust indicators referenced by AI: joint commission accreditation, cms compliance. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
4. Ponnusamy Nadar College of Education 31 / 100 · Dark Signal
Ponnusamy Nadar College of Education scores 31 out of 100, a Dark Signal, and ranks #4 in IN. Gemini and DeepSeek recognized the company; ChatGPT, Claude and Perplexity did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have a partial picture of Ponnusamy Nadar College of Education, a Agriculture supplier in in. Across recent queries the company scored 55 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 20 out of 100. 2 AI engines (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include bachelor of education (b.ed.), master of education (m.ed.), teacher education. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 50 out of 100. The biggest opportunity for improvement is the Buyer Trust dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
5. PT. Maswah Bakti Wisata 21 / 100 · Dark Signal
PT. Maswah Bakti Wisata scores 21 out of 100, a Dark Signal, and ranks #5 in ID. Gemini recognized the company; ChatGPT, Claude, Perplexity and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about PT. Maswah Bakti Wisata, a Agriculture supplier in id. Across recent queries the company scored 30 out of 100 (Dark Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include hajj, umrah, tour packages. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 25 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
6. Akhil Global Exports 21 / 100 · Dark Signal
Akhil Global Exports scores 21 out of 100, a Dark Signal, and ranks #6 in IN. DeepSeek recognized the company; ChatGPT, Claude, Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about Akhil Global Exports, a Agriculture supplier in in. Across recent queries the company scored 13 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 30 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
7. SATKARMYOG KAVAN JOSHI 19 / 100 · Dark Signal
SATKARMYOG KAVAN JOSHI scores 19 out of 100, a Dark Signal, and ranks #7 in IN. Claude recognized the company; ChatGPT, Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about SATKARMYOG KAVAN JOSHI, a Agriculture supplier in in. Across recent queries the company scored 19 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
8. Avícola La Barranca 18 / 100 · Dark Signal
Avícola La Barranca scores 18 out of 100, a Dark Signal, and ranks #8 in PE. Claude recognized the company; ChatGPT, Perplexity, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about Avícola La Barranca, a Agriculture supplier in pe. Across recent queries the company scored 21 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include poultry farming. Certifications and trust indicators referenced by AI: senasa, haccp, iso. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
9. Rezwell Consulting & Technologies 12 / 100 · Dark Signal
Rezwell Consulting & Technologies scores 12 out of 100, a Dark Signal, and ranks #9 in IN. DeepSeek recognized the company; ChatGPT, Claude, Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have very limited information about Rezwell Consulting & Technologies, a Agriculture supplier in in. Across recent queries the company scored 10 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 30 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
10. sanwra traders 0 / 100 · Dark Signal
sanwra traders scores 0 out of 100, a Dark Signal, and ranks #10 in IN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about sanwra traders, a Agriculture supplier in in. Across recent queries the company scored 0 out of 100 (Dark Signal), with the strongest dimension being AI Recommendation Rate at 0 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 4 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
How we built this ranking
Every supplier on this page was scored with the same locked Signal method. We send a fixed set of buyer-style prompts to ChatGPT, Claude, Perplexity, Gemini and DeepSeek, in more than one buyer language, and parse each answer for whether the model recognized the company, what products and certifications it named, its sentiment, and an overall verdict from 1 to 10. Those signals roll up into five weighted dimensions and a single 0 to 100 Signal Score, smoothed over the three most recent audit runs to dampen model jitter. We do not adjust weights per supplier and we do not accept payment for placement. The Agriculture ranking is rebuilt automatically as audits refresh, so a supplier that improves its AI footprint can climb, and one that lets its data go stale can fall. Full detail on prompts, weights and refresh cadence is on the methodology page.
Read the full Signal methodology
Caveats
A few honest caveats. This is a measure of AI visibility, not product quality, price or delivery reliability, so always run your own due diligence before you commit to any Agriculture supplier. AI models change their answers over time and occasionally refuse to rate a company at all, which is why some cells in the table read as not found rather than a number. Coverage is also a function of which suppliers we have audited so far; a strong supplier we have not yet reached will not appear here yet. Treat the ranking as a live snapshot, dated below, rather than a final word.
Our recommendation
If you are sourcing Agriculture and want to move fast, start with Lebanon Seaboard Corporation, Weifang Sainpoly Greenhouse Equipment Co., Ltd. and Novant Health. They are the easiest for an AI procurement assistant to find and describe correctly, which means less manual research and fewer surprises when you brief an agent to shortlist for you. Shortlist two or three, then verify each directly on price, capacity, certifications and references before you commit. If you are a supplier reading your own category, the gap between your score and the leaders is the gap an AI buyer sees first, and it is closeable: each supplier page on Reevol Signal shows exactly which engines miss you and what to fix.
Ranking as of September 19, 2026. Browse the full Agriculture leaderboard for every audited supplier in the category.