AI Visibility Ranking
Top 10 Most AI-Visible E-commerce Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate E-commerce suppliers. Updated August 1, 2026.
This ranking covers the 10 most AI-visible E-commerce suppliers we have audited, drawn from a pool of 10 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 11 out of 100, and the spread is telling: 10 are still Dark Signal.
What makes E-commerce interesting is not whether these are good suppliers, but how differently the AI models see them. ChatGPT recognized the most companies in this set, while Perplexity 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 E-commerce, 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 | expressfy.comcn | 31 / 100Dark | not found | not found | not found | knows | not found |
| 2 | platform.dropshipilot.com/#/?redirectUrl=%2Fprivacydcn | 26 / 100Dark | knows | not found | not found | not found | not found |
| 3 | dbuy.com/en_UScn | 21 / 100Dark | not found | knows | not found | not found | not found |
| 4 | BINÓMIO VITAMÍNICO, UNIPESSOAL, LDApt | 20 / 100Dark | not found | not found | not found | not found | knows |
| 5 | Faconpk | 9 / 100Dark | not found | not found | not found | not found | not found |
| 6 | buttonify.net/homecn | 0 / 100Dark | not found | not found | not found | not found | not found |
| 7 | dscopilot.aicn | 0 / 100Dark | not found | not found | not found | not found | not found |
| 8 | easy2supplychain.comcn | 0 / 100Dark | not found | not found | not found | not found | not found |
| 9 | nova-fulfil.comcn | 0 / 100Dark | not found | not found | not found | not found | not found |
| 10 | jstdropship.comcn | 0 / 100Dark | not found | not found | not found | not found | not found |
Supplier by supplier: what each AI model knows
1. expressfy.com 31 / 100 · Dark Signal
expressfy.com scores 31 out of 100, a Dark Signal, and ranks #1 in CN. 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 expressfy.com, a E-commerce supplier in cn. 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 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 express shipping, air freight, sea freight. 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.
2. platform.dropshipilot.com/#/?redirectUrl=%2Fprivacyd 26 / 100 · Dark Signal
platform.dropshipilot.com/#/?redirectUrl=%2Fprivacyd scores 26 out of 100, a Dark Signal, and ranks #2 in CN. ChatGPT recognized the company; Claude, 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 platform.dropshipilot.com/#/?redirectUrl=%2Fprivacyd, a E-commerce supplier in cn. 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.
See the full audit for platform.dropshipilot.com/#/?redirectUrl=%2Fprivacyd
3. dbuy.com/en_US 21 / 100 · Dark Signal
dbuy.com/en_US scores 21 out of 100, a Dark Signal, and ranks #3 in CN. 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 dbuy.com/en_US, a E-commerce supplier in cn. Across recent queries the company scored 11 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 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.
4. BINÓMIO VITAMÍNICO, UNIPESSOAL, LDA 20 / 100 · Dark Signal
BINÓMIO VITAMÍNICO, UNIPESSOAL, LDA scores 20 out of 100, a Dark Signal, and ranks #4 in PT. 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 BINÓMIO VITAMÍNICO, UNIPESSOAL, LDA, a E-commerce supplier in pt. Across recent queries the company scored 8 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 3 tested: GPT-4o, Claude Sonnet, 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.
5. Facon 9 / 100 · Dark Signal
Facon scores 9 out of 100, a Dark Signal, and ranks #5 in PK. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about Facon, a E-Commerce supplier in pk. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o, Claude Sonnet, 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.
6. buttonify.net/home 0 / 100 · Dark Signal
buttonify.net/home scores 0 out of 100, a Dark Signal, and ranks #6 in CN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about buttonify.net/home, a E-commerce supplier in cn. Across recent queries the company scored 5 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 30 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.
7. dscopilot.ai 0 / 100 · Dark Signal
dscopilot.ai scores 0 out of 100, a Dark Signal, and ranks #7 in CN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about dscopilot.ai, a E-commerce supplier in cn. Across recent queries the company scored 2 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 10 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.
8. easy2supplychain.com 0 / 100 · Dark Signal
easy2supplychain.com scores 0 out of 100, a Dark Signal, and ranks #8 in CN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about easy2supplychain.com, a E-commerce supplier in cn. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 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.
9. nova-fulfil.com 0 / 100 · Dark Signal
nova-fulfil.com scores 0 out of 100, a Dark Signal, and ranks #9 in CN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about nova-fulfil.com, a E-commerce supplier in cn. Across recent queries the company scored 5 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 30 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.
10. jstdropship.com 0 / 100 · Dark Signal
jstdropship.com scores 0 out of 100, a Dark Signal, and ranks #10 in CN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about jstdropship.com, a E-commerce supplier in cn. 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 E-commerce 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 E-commerce 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 E-commerce and want to move fast, start with expressfy.com, platform.dropshipilot.com/#/?redirectUrl=%2Fprivacyd and dbuy.com/en_US. 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 August 1, 2026. Browse the full E-commerce leaderboard for every audited supplier in the category.