AI Visibility Ranking
Top 10 Most AI-Visible Automotive Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Automotive suppliers. Updated September 1, 2026.
This ranking covers the 10 most AI-visible Automotive suppliers we have audited, drawn from a pool of 50 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 68 out of 100, and the spread is telling: 2 reach Strong Signal, 5 sit at Moderate Signal and 3 land at Weak Signal.
What makes Automotive 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, DeepSeek tended to give the highest marks, and Claude was the toughest grader. 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 Automotive, 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 | Atul Auto Limitedin | 85 / 100Strong | knows | 6/10 | not found | not found | 6/10 |
| 2 | Bapcor Limitedau | 85 / 100Strong | knows | 7/10 | not found | not found | 7/10 |
| 3 | Marutiin | 75 / 100Moderate | knows | knows | not found | not found | knows |
| 4 | NIUcn | 74 / 100Moderate | knows | knows | not found | not found | knows |
| 5 | Osann GMBHde | 74 / 100Moderate | knows | knows | not found | not found | 7/10 |
| 6 | Swapfietsnl | 63 / 100Moderate | knows | knows | not found | not found | knows |
| 7 | Engwecn | 60 / 100Moderate | knows | 5/10 | not found | not found | knows |
| 8 | Moverasus | 59 / 100Weak | knows | 6/10 | not found | not found | not found |
| 9 | Tenwayscn | 54 / 100Weak | not found | knows | not found | not found | not found |
| 10 | MEEPOcn | 53 / 100Weak | not found | knows | not found | not found | knows |
Supplier by supplier: what each AI model knows
1. Atul Auto Limited 85 / 100 · Strong Signal
Atul Auto Limited scores 85 out of 100, a Strong Signal, and ranks #1 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. Claude rated it 6 out of 10 on overall suitability.
AI engines have a strong, consistent picture of Atul Auto Limited, a Automotive supplier in in. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 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 three-wheeler vehicles, auto-rickshaws, goods carriers. Certifications and trust indicators referenced by AI: iso 9001, iatf, iso. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
2. Bapcor Limited 85 / 100 · Strong Signal
Bapcor Limited scores 85 out of 100, a Strong Signal, and ranks #2 in AU. 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 Bapcor Limited, a Automotive supplier in au. Across recent queries the company scored 81 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 automotive parts, accessories, equipment. 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.
3. Maruti 75 / 100 · Moderate Signal
Maruti scores 75 out of 100, a Moderate 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 have a strong, consistent picture of Maruti, a Automotive supplier in in. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 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 alto, swift, baleno. Certifications and trust indicators referenced by AI: iso 9001, iso 14001, iatf 16949. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
4. NIU 74 / 100 · Moderate Signal
NIU scores 74 out of 100, a Moderate Signal, and ranks #4 in CN. 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 have a strong, consistent picture of NIU, a Automotive supplier in cn. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 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 smart electric scooters, electric motorcycles, e-bikes. Certifications and trust indicators referenced by AI: ce, gb 17761-2018, ce certification. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
5. Osann GMBH 74 / 100 · Moderate Signal
Osann GMBH scores 74 out of 100, a Moderate Signal, and ranks #5 in DE. 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. DeepSeek rated it 7 out of 10 on overall suitability.
AI engines have a strong, consistent picture of Osann GMBH, a Automotive supplier in de. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 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 child car seats, baby carriers and slings, strollers and pushchairs. Certifications and trust indicators referenced by AI: un/ece r44, un/ece r129 (i-size), european safety standards (ece regulations). The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
6. Swapfiets 63 / 100 · Moderate Signal
Swapfiets scores 63 out of 100, a Moderate Signal, and ranks #6 in NL. 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 have a strong, consistent picture of Swapfiets, a Automotive supplier in nl. Across recent queries the company scored 84 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 bicycle subscription service, bike-as-a-service model, e-bike. 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.
7. Engwe 60 / 100 · Moderate Signal
Engwe scores 60 out of 100, a Moderate Signal, and ranks #7 in CN. 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 5 out of 10 on overall suitability.
AI engines have a strong, consistent picture of Engwe, a Automotive supplier in cn. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 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 folding e-bikes, fat tire e-bikes, urban/commuter e-bikes. Certifications and trust indicators referenced by AI: ce certification, en15194, ul certification. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
8. Moveras 59 / 100 · Weak Signal
Moveras scores 59 out of 100, a Weak Signal, and ranks #8 in US. 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 have a strong, consistent picture of Moveras, a Automotive supplier in us. Across recent queries the company scored 81 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. 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 remanufactured transmissions, torque converters, drivetrain components. 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.
9. Tenways 54 / 100 · Weak Signal
Tenways scores 54 out of 100, a Weak Signal, and ranks #9 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 recognize Tenways, a Automotive supplier in cn. Across recent queries the company scored 73 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 80 out of 100 and the weakest Buyer Trust at 43 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 cgo800s, cgo600 pro, urban/commuter e-bikes. Certifications and trust indicators referenced by AI: ce certification, en15194. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
10. MEEPO 53 / 100 · Weak Signal
MEEPO scores 53 out of 100, a Weak Signal, and ranks #10 in CN. 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 MEEPO, a Automotive 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 Digital Footprint at 20 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 electric skateboards, meepo classic, meepo v series. 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.
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 Automotive 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 Automotive 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 Automotive and want to move fast, start with Atul Auto Limited, Bapcor Limited and Maruti. 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 1, 2026. Browse the full Automotive leaderboard for every audited supplier in the category.