AI Visibility Scorecard
Cemafroid Formation
cemafroid-formation.com · Education
At 1.67/10, Cemafroid Formation is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 50% in Education for AI visibility
<1
1.67
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
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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 1.67 out of 10.
Our crawl found structured data on the page (Organization, AggregateRating), an llms.txt file for AI models and a sitemap.
- Company ·
- Cemafroid Formation
- Website ·
- cemafroid-formation.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.67/10, Cemafroid Formation is near-invisible to AI engines today. That is 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.
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 November 9, 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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