AI Visibility Scorecard
CFA Marc Ruyer
cfacoiffure.com · Education
At 2.5/10, CFA Marc Ruyer is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 16 times
Claude · Meta AI · Apple Intelligence · Perplexity
#366,292 of 937,426 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 29% of Education companies
3
AEO Visibility
iNear-invisible · 2.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CFA Marc Ruyer
from our crawl and measurement
CFA Marc Ruyer is a business whose own site puts it this way: "L’Union National des Entreprises de Coiffure Normandie en est l'organisme gestionnaire, ce qui fait de cette école un véritable trait d’union entre les jeunes et les entreprises." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including Meta AI and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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 2.5/10, CFA Marc Ruyer is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for CFA Marc Ruyer
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/cfacoiffure
Cite this score: Engagemii (2026). "AEO Score for CFA Marc Ruyer." Retrieved from https://engagemii.com/aeo/brands/cfacoiffure
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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