AI Visibility Scorecard
MIT Open Learning Library
openlearninglibrary.mit.edu · Technology
Somewhat visible. AI bots can read MIT Open Learning Library, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Claude · Apple Intelligence · Meta AI · ChatGPT
#100,220 of 2,704,907 in Technology for AI visibility
82
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About MIT Open Learning Library
from our crawl and measurement
"As part of MIT’s commitment to openly sharing learning materials with the world, all of the resources on Open Learning Library are free to use and available to all learners worldwide." That is how MIT Open Learning Library of Technology Square Cambridge, MA introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
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
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
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 5.4/10, MIT Open Learning Library has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MIT Open Learning Library
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/openlearninglibrary-mit-edu
Cite this score: Engagemii (2026). "AEO Score for MIT Open Learning Library." Retrieved from https://engagemii.com/aeo/brands/openlearninglibrary-mit-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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