#463,353 OF 934,986 IN EDUCATION
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AI Visibility Scorecard
Cemafroid Formation
cemafroid-formation.com · Education
Borderline visible. AI bots can crawl Cemafroid Formation, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#463,353 of 934,986 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Cemafroid Formation
from our crawl and measurement
Cemafroid Formation is a business whose own site puts it this way: "Offre de formation basée sur des thématiques vous apportant un haut niveau d’expertise technique et règlementaire. En présentiel, à distance ou mixte." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, AggregateRating), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.7/10, Cemafroid Formation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui est concerné ?
Professionnels du froid Cadres, techniciens, opérateurs, hauts fonctionnaires à l'international… Notre offre est destinée aux débutants comme aux initiés qui souhaitent se perfectionner. Demandeurs d'emploi et agences d'intérim Le centre forme les demandeurs d'emploi et les étudiants souhaitant compléter leur parcours par une formation appliquée.
Pourquoi vous former à nos côtés ?
Notre expertise. Cemafroid Formation est LA référence de la formation sur les métiers du froid, de la chaine du froid et de la climatisation. Ce sont plus de 70 années d’expérience et de compétences techniques mises au service de la formation. Des formateurs de terrain. Nos formateurs sont rompus à l’enseignement supérieur à l’Université ou dans des écoles d’ingénieurs.
Is this your brand?
The exact fixes for Cemafroid Formation
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cemafroid-formation
Cite this score: Engagemii (2026). "AEO Score for Cemafroid Formation." Retrieved from https://engagemii.com/aeo/brands/cemafroid-formation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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