AI Visibility Scorecard
Mentora — Préparation aux examens et concours du Sénégal
mentoraprep.com · E-commerce
Borderline visible. AI bots can crawl Mentora — Préparation aux examens et concours du Sénégal, 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
#590,207 of 738,442 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mentora — Préparation aux examens et concours du Sénégal
from our crawl and measurement
Mentora — Préparation aux examens et concours du Sénégal describes itself simply: "Mentora est la marketplace pédagogique sénégalaise. Accédez à des fascicules, cours, sujets corrigés et quiz, conçus et certifiés par les meilleurs profs du pays, pour réussir...." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
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 3.5/10, Mentora — Préparation aux examens et concours du Sénégal is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Une question, un projet, un partenariat ?
Notre équipe répond en moyenne sous 48 h ouvrées. Pour les urgences pédagogiques (Bac, concours imminents), précisez-le dans votre message.Email [email protected]élai de réponse48 h ouvrées en moyenneBasés auSénégal · DakarVous êtes prof ?Pas besoin du formulaire — créez votre compte enseignant et publiez votre premier contenu en quelques minutes.Devenir prof Site webVotre nomEmailSujetChoisissez une.
Is this your brand?
The exact fixes for Mentora — Préparation aux examens et concours du Sénégal
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentoraprep
Cite this score: Engagemii (2026). "AEO Score for Mentora — Préparation aux examens et concours du Sénégal." Retrieved from https://engagemii.com/aeo/brands/mentoraprep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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