AI Visibility Scorecard
École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie
institutlyfe.com · Education
Borderline visible. AI bots can crawl École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie, 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 9 times
Amazon Alexa · Claude · Perplexity · ChatGPT
#24,595 of 937,773 in Education for AI visibility
12
AI Naming Predictability
iRarely named · 12/100
Education average 14
Top 3% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Education average 13
See what's behind this score →0
About École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie
from our crawl and measurement
"L’Institut Lyfe fait partie de l’élite internationale des formations d'excellence en management de l'hôtellerie, de la restauration, de la pâtisserie et des arts culinaires." That is how École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie introduces itself. 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 (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), AmazonBot (Alexa AI) and Applebot (Siri).
- Company ·
- École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie
- Website ·
- institutlyfe.com
- Industry ·
- Education
- Location ·
- Ecully
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 23, 2026
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
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie
Which AI engines already crawl you
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/institutlyfe
Cite this score: Engagemii (2026). "AEO Score for École de management de l’hôtellerie, de la restauration, des arts culinaires et de la pâtisserie." Retrieved from https://engagemii.com/aeo/brands/institutlyfe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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