AI Visibility Ranking
Top 10 Most AI-Visible Agriculture Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Agriculture suppliers. Updated May 28, 2026.
This ranking covers the 10 most AI-visible Agriculture suppliers we have audited, drawn from a pool of 31 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 34 out of 100, and the spread is telling: 3 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. Perplexity recognized the most companies in this set, while ChatGPT recognized the fewest. . 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 | Granjas Mateoes | 43 / 100Weak | not found | not found | knows | knows | not found |
| 2 | D'Arrigo New Yorkus | 41 / 100Weak | not found | knows | knows | not found | not found |
| 3 | BIENESISfr | 40 / 100Weak | not found | not found | knows | not found | not found |
| 4 | Ibeas Izquierdo S.I.es | 34 / 100Dark | not found | not found | not found | knows | not found |
| 5 | Confederation Wallonie - Bruxelles du Chevalbe | 33 / 100Dark | not found | knows | knows | knows | knows |
| 6 | Agro SOURCE Limitedca | 32 / 100Dark | not found | knows | not found | knows | not found |
| 7 | Vermican Soluciones de Compostaje SLes | 30 / 100Dark | not found | knows | not found | not found | knows |
| 8 | Pere Sordé Maries | 30 / 100Dark | not found | not found | knows | not found | not found |
| 9 | domainedelapomme.comfr | 27 / 100Dark | not found | not found | knows | knows | not found |
| 10 | Facco MEAeg | 26 / 100Dark | not found | knows | not found | not found | not found |
Supplier by supplier: what each AI model knows
1. Granjas Mateo 43 / 100 · Weak Signal
Granjas Mateo scores 43 out of 100, a Weak Signal, and ranks #1 in ES. Perplexity and Gemini recognized the company; ChatGPT, Claude and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize Granjas Mateo, a Agriculture supplier in es. Across recent queries the company scored 69 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 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include pigs, live pigs, pigs for the meat industry. 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.
2. D'Arrigo New York 41 / 100 · Weak Signal
D'Arrigo New York scores 41 out of 100, a Weak Signal, and ranks #2 in US. Claude and Perplexity recognized the company; ChatGPT, Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize D'Arrigo New York, a Agriculture supplier in us. Across recent queries the company scored 65 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 25 out of 100. 2 AI engines (out of 4 tested: GPT-4o, Claude Sonnet, Perplexity Sonar, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include fruits, vegetables, tropicals. 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 50 out of 100. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
3. BIENESIS 40 / 100 · Weak Signal
BIENESIS scores 40 out of 100, a Weak Signal, and ranks #3 in FR. Perplexity recognized the company; ChatGPT, Claude, 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 a partial picture of BIENESIS, a Agriculture supplier in fr. Across recent queries the company scored 52 out of 100 (Weak Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest AI Recommendation Rate at 30 out of 100. One AI engine (out of 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include canopy bienesis, canopée, robotic canopy. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 45 out of 100 and the AI Recommendation Rate at 30 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.
4. Ibeas Izquierdo S.I. 34 / 100 · Dark Signal
Ibeas Izquierdo S.I. scores 34 out of 100, a Dark Signal, and ranks #4 in ES. 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 recognize Ibeas Izquierdo S.I., a Agriculture supplier in es. Across recent queries the company scored 65 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 80 out of 100 and the weakest Digital Footprint at 30 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include meat products, burgos blood sausage (morcilla de burgos), cured meats. Certifications and trust indicators referenced by AI: ifs (international featured standard) food. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
5. Confederation Wallonie - Bruxelles du Cheval 33 / 100 · Dark Signal
Confederation Wallonie - Bruxelles du Cheval scores 33 out of 100, a Dark Signal, and ranks #5 in BE. Claude, Perplexity, Gemini and DeepSeek recognized the company; ChatGPT did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize Confederation Wallonie - Bruxelles du Cheval, a Agriculture supplier in be. Across recent queries the company scored 72 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Digital Footprint at 0 out of 100. 4 AI engines (out of 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include wholesale / retail, other services, agriculture. 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.
See the full audit for Confederation Wallonie - Bruxelles du Cheval
6. Agro SOURCE Limited 32 / 100 · Dark Signal
Agro SOURCE Limited scores 32 out of 100, a Dark Signal, and ranks #6 in CA. Claude and Gemini recognized the company; ChatGPT, 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 a partial picture of Agro SOURCE Limited, a Agriculture supplier in ca. Across recent queries the company scored 52 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-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include specialty fertilizers, micronutrients, biostimulants. 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.
7. Vermican Soluciones de Compostaje SL 30 / 100 · Dark Signal
Vermican Soluciones de Compostaje SL scores 30 out of 100, a Dark Signal, and ranks #7 in ES. Claude and DeepSeek recognized the company; ChatGPT, 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 Vermican Soluciones de Compostaje SL, a Agriculture supplier in es. Across recent queries the company scored 65 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Product Clarity at 40 out of 100. 2 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include composting, vermicomposting, organic soil amendment. Certifications and trust indicators referenced by AI: ecological agriculture, registro de productores de productos fertilizantes, eu organic farming regulation. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
8. Pere Sordé Mari 30 / 100 · Dark Signal
Pere Sordé Mari scores 30 out of 100, a Dark Signal, and ranks #8 in ES. Perplexity recognized the company; ChatGPT, Claude, 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 Pere Sordé Mari, a Agriculture supplier in es. Across recent queries the company scored 35 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 50 out of 100 and the weakest Buyer Trust at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include design, machining, assembly of industrial machinery. 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 30 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.
9. domainedelapomme.com 27 / 100 · Dark Signal
domainedelapomme.com scores 27 out of 100, a Dark Signal, and ranks #9 in FR. Perplexity and Gemini recognized the company; ChatGPT, Claude and DeepSeek 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 domainedelapomme.com, a Agriculture supplier in fr. Across recent queries the company scored 53 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 0 out of 100. 2 AI engines (out of 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include olive oil, wine, event venue. 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 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.
10. Facco MEA 26 / 100 · Dark Signal
Facco MEA scores 26 out of 100, a Dark Signal, and ranks #10 in EG. 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 Facco MEA, a Agriculture supplier in eg. Across recent queries the company scored 26 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest Identity and Presence at 0 out of 100. One AI engine (out of 2 tested: GPT-4o, Claude Sonnet) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include poultry farming equipment, cages, feeding systems. 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 30 out of 100. The biggest opportunity for improvement is the Identity and Presence 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 Granjas Mateo, D'Arrigo New York and BIENESIS. 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 May 28, 2026. Browse the full Agriculture leaderboard for every audited supplier in the category.