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Vignal Group, le spécialiste de l'éclairage et de la sécurité pour véhicules industriels
AEO Score: 4/10
AI engines read this profile 2 times
Claude · Apple Intelligence
#2,131,105 of 3,781,465 in Technology for AI visibility
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Vignal Group, le spécialiste de l'éclairage et de la sécurité pour véhicules industriels just got measured.
4/10 means Vignal Group, le spécialiste de l'éclairage et de la sécurité pour véhicules industriels is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Vignal Group, le spécialiste de l'éclairage et de la sécurité pour véhicules industriels
Vignal Group est spécialisé dans la conception, la fabrication et la commercialisation de produits et systèmes pour l’éclairage et la sécurité de véhicules...
Key Topics
Details
Industry: Technology
abllights.comAI Visibility Breakdown
2
Structured Data
6
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abllights
Cite this score: Engagemii (2026). "AEO Score for Vignal Group, le spécialiste de l'éclairage et de la sécurité pour véhicules industriels." Retrieved from https://engagemii.com/aeo/brands/abllights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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