AI Visibility Scorecard
Ecole de la Qualité Logicielle
Borderline visible. AI bots can crawl Ecole de la Qualité Logicielle, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
5
AEO Visibility
iBorderline · 4.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Ecole de la Qualité Logicielle
from our crawl and measurement
Ecole de la Qualité Logicielle, based in Montrouge, Île-de-France, describes itself simply: "Des formations professionnelles au service de l'emploi dans le numérique et l'informatique. Depuis plus de 30 ans, Ecole de la Qualité Logicielle accompagne ses candidats en reconversion." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, Ecole de la Qualité Logicielle is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ecole de la Qualité Logicielle
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ecoleql-fr
Cite this score: Engagemii (2026). "AEO Score for Ecole de la Qualité Logicielle." Retrieved from https://engagemii.com/aeo/brands/ecoleql-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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