AI Visibility Scorecard
formationlyon.com · Education
Borderline visible. AI bots can crawl Formation à Lyon, 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
#848,019 of 937,492 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"par Jean-Paul Berger15 janvier 202227 janvier 2022 Lyon est une grande ville de France, et si vous souhaitez suivre des formations, pas besoin d’aller loin." That is how Formation à Lyon Suivre une formation à Lyon introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
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 3.3/10, Formation à Lyon is crawlable but under-signaled - fixable, and the signals above are where to start.
Comment obtenir une formation rémunérée à Lyon ?
par Jean-Paul Berger10 janvier 202226 janvier 2022 Il est certain que les formations rémunérées sont difficiles ou même, très difficiles à trouver. Aussi, il peut arriver que la formation rémunérée disponible ne … Raisons
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The exact fixes for Formation à Lyon
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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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Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formationlyon
Cite this score: Engagemii (2026). "AEO Score for Formation à Lyon." Retrieved from https://engagemii.com/aeo/brands/formationlyon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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