AI Visibility Scorecard
Formation Froid
formationfroid.com · Other
Borderline visible. AI bots can crawl Formation Froid, 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.
AI engines read this profile 1 times
Claude
<1
AI Naming Predictability
iRarely named · <1/100
Average 15
Top 86% of Other
See what's behind this score →4
-
30
0
0
About Formation Froid
from our crawl and measurement
Formation Froid describes itself simply: "Formation Froid est votre plateforme de formation en ligne dédiée à la réfrigération et à la climatisation." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Formation Froid
- Website ·
- formationfroid.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 21, 2026
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
Good
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
Strong
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 read your site and name it in answers. At 4/10, Formation Froid is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qu'est-ce que propose Formation Froid?
Formation Formations en froid & climatisation entièrement en ligne. Apprenez à votre rythme et efficacement avec des outils de formation modernes. Formations 0 eBook Création d'ebook techniques en réfrigération qui abordent l’apprentissage d’une nouvelle manière très ludique en utilisant des outils modernes de formation.
Is this your brand?
The exact fixes for Formation Froid
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formationfroid
Cite this score: Engagemii (2026). "AEO Score for Formation Froid." Retrieved from https://engagemii.com/aeo/brands/formationfroid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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