AI Visibility Scorecard
Lab’Orientation
laborientation.com · Education
Borderline visible. AI bots can crawl Lab’Orientation, 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
#750,391 of 937,654 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Lab’Orientation
from our crawl and measurement
"Cabinet de conseil en orientation scolaire, universitaire et professionnelle fondé par Johana Ghionda." That is how Lab’Orientation · Trouver sa voie, construire son avenir. introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (ProfessionalService), 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.8/10, Lab’Orientation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Prêt à construire votre avenir ?
Prenons rendez-vous pour un premier échange et faisons ensemble le premier pas vers un projet d’avenir clair, réfléchi et ambitieux.Réserver mes 20 min offertesRéserver mon entretien gratuit de 20 minutesÉcrire sur WhatsAppOrientation scolaire, universitaire et professionnelle, des collégiens aux adultes en reconversion. En présentiel au Bénin, en visioconférence partout ailleurs.Explorer. Comprendre.
Is this your brand?
The exact fixes for Lab’Orientation
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 October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/laborientation
Cite this score: Engagemii (2026). "AEO Score for Lab’Orientation." Retrieved from https://engagemii.com/aeo/brands/laborientation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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