AI Visibility Scorecard
Hors-Programme
hors-programme.com · Education
Borderline visible. AI bots can crawl Hors-Programme, 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
#873,199 of 937,379 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hors-Programme
from our crawl and measurement
Hors-Programme describes itself simply: "Au travers de livres, d'articles et d'une lettre hebdomadaire, je reviens sur ces initiatives qui permettent à nos enfants de grandir et s'épanouir dans le monde d'aujourd'hui, et de." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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.
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 3.1/10, Hors-Programme is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Besoin de prendre du recul ?
Découvrez le premier livre d'enfants pour les parents ! Ces lettres imaginaires de deux enfants à leur famille abordent de façon drôle et légère les enjeux d’éducation en famille.- "Une série d'anecdotes du quotidien d'une famille, rapportée par la voix vive et lucide d'une enfant.
Is this your brand?
The exact fixes for Hors-Programme
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Hors-Programme.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hors-programme
Cite this score: Engagemii (2026). "AEO Score for Hors-Programme." Retrieved from https://engagemii.com/aeo/brands/hors-programme
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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