AI Visibility Scorecard
ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN
acgcm.com · Membership Organizations
Borderline visible. AI bots can crawl ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
Meta AI · Claude
#9,531 of 93,895 in Membership Organizations for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN
from our crawl and measurement
ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN, based in Bouray-sur-Juine, �le-de-France, describes itself simply: "L'ACGCM (Association des Collectionneurs de Guides et Cartes Michelin) est une association loi 1901 regroupant les passionn�s d'objets Michelin (guides, cartes, pins, documents historiques)." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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. Roughly two-thirds of sites are invisible to them. At 4.2/10, ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/acgcm
Cite this score: Engagemii (2026). "AEO Score for ASSOCIATION des COLLECTIONNEURS de GUIDES et CARTES MICHELIN." Retrieved from https://engagemii.com/aeo/brands/acgcm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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