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AI Visibility Scorecard
C-NESOA
Borderline visible. AI bots can crawl C-NESOA, 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
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About C-NESOA
from our crawl and measurement
Centre National des Études Spécialisées en Ostéopathie Animale describes itself simply: "Centre National des Études Supérieures d’Ostéopathie Animale, formations en ostéopathie animale pour lycéen, étudiant, professionnel de santé animale." 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 (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, C-NESOA is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi le C-NESOA est une école de référence ?
15 ans d’expertiseet plus d’une quarantaine de formateurs issus du monde professionnel, font du C-NESOA une école reconnue principalement pour la qualité de sa formation.L’excellence comme ambition87% de nos diplômésont validé l’examen national (certification RNA) afin d’exercer l’ostéopathie animale légalement en France.(Juin 2026)Faire de vote passion votre métier89% d’étudiants conquispar le cadre, l’ambiance.
Is this your brand?
The exact fixes for C-NESOA
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/c-nesoa
Cite this score: Engagemii (2026). "AEO Score for C-NESOA." Retrieved from https://engagemii.com/aeo/brands/c-nesoa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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