AI Visibility Scorecard
Cabrilog
cabri.com · Education
Borderline visible. AI bots can crawl Cabrilog, 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 17 times
Perplexity · Claude · Meta AI · Apple Intelligence
#23,959 of 937,575 in Education for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
More likely to be named than 93% of Education companies
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Cabrilog
from our crawl and measurement
Cabrilog describes itself simply: "Cabrilog conçoit et développe des ressources numériques pédagogiques et des applications dédiées aux mathématiques pour les élèves et enseignants de l'école primaire à l'université." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 16 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, Cabrilog is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Cabrilog
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cabri
Cite this score: Engagemii (2026). "AEO Score for Cabrilog." Retrieved from https://engagemii.com/aeo/brands/cabri
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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