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AI Visibility Scorecard
Samuel Degen
samdegen.com · Education
Borderline visible. AI bots can crawl Samuel Degen, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#595,358 of 904,856 in Education for AI visibility
4.3
/10
AEO Score
About Samuel Degen
from our crawl and measurement
Samuel Degen describes itself simply: "UCLA physics student studying how effective field theory can connect quantum field theory with gravitational waves and nuclear physics; recognized through competitive fellowships and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Under the hood there is a clear heading structure, but the score is capped by what is missing: structured data describing the business.
Off the page there is almost nothing to corroborate it: AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 4.3/10, Samuel Degen is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Samuel Degen
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/samdegen
Cite this score: Engagemii (2026). "AEO Score for Samuel Degen." Retrieved from https://engagemii.com/aeo/brands/samdegen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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