AI Visibility Scorecard
Formation IA CPF
formationiacpf.com · Education
Borderline visible. AI bots can crawl Formation IA CPF, 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 6 times
Claude · Apple Intelligence · Meta AI
#100,710 of 937,469 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 80% of Education companies
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
6
AI Adoption
iBasic · 6/100
About Formation IA CPF
from our crawl and measurement
Formation IA CPF describes itself simply: "Découvrez notre guide des 10 meilleures formations en IA éligibles au CPF en 2026. Comparez les programmes, tarifs et certifications." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
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
Fair
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 4/10, Formation IA CPF is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Comment choisir la formation IA qui vous convient ?
Pour sélectionner la formation IA la plus adaptée à vos besoins, posez-vous ces questions essentielles: 1.
Is this your brand?
The exact fixes for Formation IA CPF
Which AI engines already crawl you
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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/formationiacpf
Cite this score: Engagemii (2026). "AEO Score for Formation IA CPF." Retrieved from https://engagemii.com/aeo/brands/formationiacpf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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