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AI Visibility Scorecard
Lex Fridman | MIT Lectures
vidstep.com · Technology
At 2.7/10, Lex Fridman | MIT Lectures is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,655,616 of 2,832,391 in Technology for AI visibility
2.7
/10
AEO Score
About Lex Fridman | MIT Lectures
from our crawl and measurement
"Lectures on AI given by Lex Fridman and others at MIT." That is how Lex Fridman introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.7 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 2.7/10, Lex Fridman | MIT Lectures is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Lex Fridman | MIT Lectures
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Weekly ChatGPT & Claude citation tracking
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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/vidstep
Cite this score: Engagemii (2026). "AEO Score for Lex Fridman | MIT Lectures." Retrieved from https://engagemii.com/aeo/brands/vidstep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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