AI Visibility Scorecard
Lex Fridman | MIT Lectures
deeplearning.mit.edu · Education
Borderline visible. AI bots can crawl Lex Fridman | MIT Lectures, 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 11 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#19,735 of 937,484 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
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
6
AI Adoption
iBasic · 6/100
About Lex Fridman | MIT Lectures
from our crawl and measurement
Lex Fridman describes itself simply: "Lectures on AI given by Lex Fridman and others at MIT." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
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 4.7/10, Lex Fridman | MIT Lectures is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/deeplearning-mit-edu
Cite this score: Engagemii (2026). "AEO Score for Lex Fridman | MIT Lectures." Retrieved from https://engagemii.com/aeo/brands/deeplearning-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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