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AI Visibility Scorecard
Mathflow
mathflow.ai · Technology
Borderline visible. AI bots can crawl Mathflow, 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 3 times
ChatGPT · Claude
#1,549,240 of 2,808,083 in Technology for AI visibility
4.5
/10
AEO Score
About Mathflow
from our crawl and measurement
"Mathflow, l'app française de maths conçue avec Inria : parcours personnalisés du CM2 à la Terminale, exercices interactifs et coach IA." That is how Mathflow introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including structured data describing the business, a heading structure that lays out what it offers.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.5/10, Mathflow is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mathflow
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathflow-ai
Cite this score: Engagemii (2026). "AEO Score for Mathflow." Retrieved from https://engagemii.com/aeo/brands/mathflow-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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