AI Visibility Scorecard
Cercle Optima
cercleoptima.com · Education
Somewhat visible. AI bots can read Cercle Optima, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#312,005 of 937,139 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Cercle Optima
from our crawl and measurement
Cercle Optima describes itself simply: "Le réseau au croisement de la métrologie légale et du système qualité. Nous sommes expert dans les métiers de la vérification, l'installation des instruments de mesure (Taximètre." 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 a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) 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 5.1/10, Cercle Optima has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cercle Optima
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cercleoptima
Cite this score: Engagemii (2026). "AEO Score for Cercle Optima." Retrieved from https://engagemii.com/aeo/brands/cercleoptima
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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