AI Visibility Scorecard
mintlib — Read research with an AI that knows the paper
mintlib.com · Education
Borderline visible. AI bots can crawl mintlib — Read research with an AI that knows the paper, 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 2 times
Claude
#842,074 of 937,558 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 44% of Education companies
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 mintlib — Read research with an AI that knows the paper
from our crawl and measurement
"A home for researchers and students to read papers, articles, and notes, with an AI agent that has full context of the document you're reading." That is how mintlib Read research with an AI that knows the paper introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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, mintlib — Read research with an AI that knows the paper is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for mintlib — Read research with an AI that knows the paper
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mintlib
Cite this score: Engagemii (2026). "AEO Score for mintlib — Read research with an AI that knows the paper." Retrieved from https://engagemii.com/aeo/brands/mintlib
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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