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AI Visibility Scorecard
CFR - Conseil & formation en restauration
cfrestauration.com · Food & Beverage
Somewhat visible. AI bots can read CFR - Conseil & formation en restauration, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI · Apple Intelligence
#300,564 of 1,349,674 in Food & Beverage for AI visibility
5.1
/10
AEO Score
About CFR - Conseil & formation en restauration
from our crawl and measurement
"Notre mission ? Vous accompagner dans votre projet, et vous proposer des solutions adaptées. un projetune solution un accompagnement nous contacter conseil et formation en restauration." That is how CFR introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, CFR - Conseil & formation en restauration has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CFR - Conseil & formation en restauration
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfrestauration
Cite this score: Engagemii (2026). "AEO Score for CFR - Conseil & formation en restauration." Retrieved from https://engagemii.com/aeo/brands/cfrestauration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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