AI Visibility Ranking
Top 10 Most AI-Visible Semiconductors Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Semiconductors suppliers. Updated June 2, 2026.
This ranking covers the 10 most AI-visible Semiconductors suppliers we have audited, drawn from a pool of 28 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 47 out of 100, and the spread is telling: 2 sit at Moderate Signal, 3 land at Weak Signal and 5 are still Dark Signal.
What makes Semiconductors interesting is not whether these are good suppliers, but how differently the AI models see them. DeepSeek 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 Semiconductors, 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 | Wardwizard Innovations & Mobility Ltdin | 68 / 100Moderate | knows | knows | knows | not found | not found |
| 2 | Realtek Semiconductor Corp.tw | 64 / 100Moderate | knows | knows | knows | not found | not found |
| 3 | SHENZHEN TOPBAND BATTERY CO.,LTDcn | 58 / 100Weak | knows | knows | not found | knows | knows |
| 4 | DISCO HI-TECcn | 55 / 100Weak | knows | knows | not found | not found | knows |
| 5 | Shenzhen Huashi Package Machinery Equipment Co., Ltd.cn | 40 / 100Weak | not found | knows | not found | not found | knows |
| 6 | Shenzhen G&S Electronics Co., Ltd.cn | 39 / 100Dark | not found | knows | not found | not found | knows |
| 7 | ShenzhenShi Goodlux Technology Co., Ltd.cn | 37 / 100Dark | not found | knows | not found | not found | knows |
| 8 | Shenzhen ATEC Clean Energy Co., Ltd.cn | 36 / 100Dark | not found | not found | not found | knows | knows |
| 9 | BCI Bright China Industries(Group)Ltd.cn | 36 / 100Dark | knows | not found | not found | not found | knows |
| 10 | Shenzhen Pknergy ENERGY Co., Ltd.cn | 36 / 100Dark | not found | not found | not found | knows | knows |
Supplier by supplier: what each AI model knows
1. Wardwizard Innovations & Mobility Ltd 68 / 100 · Moderate Signal
Wardwizard Innovations & Mobility Ltd scores 68 out of 100, a Moderate Signal, and ranks #1 in IN. ChatGPT, Claude and Perplexity recognized the company; 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 Wardwizard Innovations & Mobility Ltd, a semiconductors supplier in in. Across recent queries the company scored 68 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 45 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, Perplexity Sonar) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include electric two-wheelers, joy e-bike, electric scooters. 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 50 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 Wardwizard Innovations & Mobility Ltd
2. Realtek Semiconductor Corp. 64 / 100 · Moderate Signal
Realtek Semiconductor Corp. scores 64 out of 100, a Moderate Signal, and ranks #2 in TW. ChatGPT, Claude and Perplexity recognized the company; 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 Realtek Semiconductor Corp., a semiconductors supplier in tw. 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 Digital Footprint at 20 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, Perplexity Sonar) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include network interface controllers, high-definition audio codecs, wi-fi solutions. Certifications and trust indicators referenced by AI: ieee networking standards, ce, fcc. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
3. SHENZHEN TOPBAND BATTERY CO.,LTD 58 / 100 · Weak Signal
SHENZHEN TOPBAND BATTERY CO.,LTD scores 58 out of 100, a Weak Signal, and ranks #3 in CN. ChatGPT, Claude, Gemini and DeepSeek recognized the company; Perplexity did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize SHENZHEN TOPBAND BATTERY CO.,LTD, a semiconductors 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. 4 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 lithium-ion batteries, lithium polymer batteries, lithium iron phosphate (lifepo4) batteries. Certifications and trust indicators referenced by AI: iso 9001, un38.3, msds. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
4. DISCO HI-TEC 55 / 100 · Weak Signal
DISCO HI-TEC scores 55 out of 100, a Weak 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 DISCO HI-TEC, a semiconductors supplier in cn. 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 Digital Footprint at 50 out of 100. 3 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 precision cutting equipment, grinding equipment, polishing equipment. Certifications and trust indicators referenced by AI: iso 9001, iso 14001, iso. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
5. Shenzhen Huashi Package Machinery Equipment Co., Ltd. 40 / 100 · Weak Signal
Shenzhen Huashi Package Machinery Equipment Co., Ltd. scores 40 out of 100, a Weak Signal, and ranks #5 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 Shenzhen Huashi Package Machinery Equipment Co., Ltd., a semiconductors supplier in cn. Across recent queries the company scored 78 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-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include packaging machinery, packaging machinery equipment, automatic bagging machines. 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 Shenzhen Huashi Package Machinery Equipment Co., Ltd.
6. Shenzhen G&S Electronics Co., Ltd. 39 / 100 · Dark Signal
Shenzhen G&S Electronics Co., Ltd. scores 39 out of 100, a Dark Signal, and ranks #6 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 have a strong, consistent picture of Shenzhen G&S Electronics Co., Ltd., a semiconductors supplier in cn. 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 68 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 electronics components, modules, finished electronic goods. Certifications and trust indicators referenced by AI: iso 9001, rohs, reach. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
7. ShenzhenShi Goodlux Technology Co., Ltd. 37 / 100 · Dark Signal
ShenzhenShi Goodlux Technology Co., Ltd. scores 37 out of 100, a Dark Signal, and ranks #7 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 ShenzhenShi Goodlux Technology Co., Ltd., a semiconductors supplier in cn. Across recent queries the company scored 67 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-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include led lighting products, commercial lighting, industrial lighting. Certifications and trust indicators referenced by AI: iso, aec-q, iso 9001. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
See the full audit for ShenzhenShi Goodlux Technology Co., Ltd.
8. Shenzhen ATEC Clean Energy Co., Ltd. 36 / 100 · Dark Signal
Shenzhen ATEC Clean Energy Co., Ltd. scores 36 out of 100, a Dark Signal, and ranks #8 in CN. 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 Shenzhen ATEC Clean Energy Co., Ltd., a semiconductors supplier in cn. Across recent queries the company scored 48 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest AI Recommendation Rate 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 solar inverters, solar panels, solar power systems. Certifications and trust indicators referenced by AI: ce, iso 9001:2015, tüv rheinland. 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. BCI Bright China Industries(Group)Ltd. 36 / 100 · Dark Signal
BCI Bright China Industries(Group)Ltd. scores 36 out of 100, a Dark Signal, and ranks #9 in CN. ChatGPT and DeepSeek recognized the company; 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 recognize BCI Bright China Industries(Group)Ltd., a semiconductors supplier in cn. Across recent queries the company scored 63 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Buyer Trust at 18 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 integrated circuits (ics), transistors, diodes. Certifications and trust indicators referenced by AI: iso 9001, iatf 16949. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
See the full audit for BCI Bright China Industries(Group)Ltd.
10. Shenzhen Pknergy ENERGY Co., Ltd. 36 / 100 · Dark Signal
Shenzhen Pknergy ENERGY Co., Ltd. scores 36 out of 100, a Dark Signal, and ranks #10 in CN. 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 strong, consistent picture of Shenzhen Pknergy ENERGY Co., Ltd., a semiconductors supplier in cn. 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 Digital Footprint at 50 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 cylindrical lithium batteries, alkaline batteries, battery packs. Certifications and trust indicators referenced by AI: ce, rohs, ul. 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 Semiconductors 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 Semiconductors 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 Semiconductors and want to move fast, start with Wardwizard Innovations & Mobility Ltd, Realtek Semiconductor Corp. and SHENZHEN TOPBAND BATTERY CO.,LTD. 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 June 2, 2026. Browse the full Semiconductors leaderboard for every audited supplier in the category.