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AI Visibility Scorecard
Michelin Editions
editions.michelin.com · Travel & Hospitality
Well-positioned for AI search. The breakdown below shows where Michelin Editions is still leaving points on the table.
AI engines read this profile 2 times
ChatGPT · Claude
#227 of 408,825 in Travel & Hospitality for AI visibility
7.3
/10
AEO Score
About Michelin Editions
from our crawl and measurement
"Retrouvez tous les guides touristiques et cartes Michelin, par collection et thématique. Une offre riche pour voyager en toute sérénité." That is how Michelin Editions introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.3 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
7
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.3/10, Michelin Editions has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Michelin Editions
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/editions-michelin
Cite this score: Engagemii (2026). "AEO Score for Michelin Editions." Retrieved from https://engagemii.com/aeo/brands/editions-michelin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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