AI Visibility Scorecard
Mathematics LibreTexts
math.libretexts.org · Education
Somewhat visible. AI bots can read Mathematics LibreTexts, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · Apple Intelligence · Claude · Perplexity
#13,178 of 937,652 in Education for AI visibility
7
AEO Visibility
iVisible · 6.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Mathematics LibreTexts
from our crawl and measurement
Mathematics LibreTexts describes itself simply: "The LibreTexts libraries collectively are a multi-institutional collaborative venture to develop the next generation of open-access texts to improve postsecondary education." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (CollectionPage, WebPage, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 6.7/10, Mathematics LibreTexts has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mathematics LibreTexts
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/math-libretexts-org
Cite this score: Engagemii (2026). "AEO Score for Mathematics LibreTexts." Retrieved from https://engagemii.com/aeo/brands/math-libretexts-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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