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AI Visibility Scorecard
Matt Fredrikson · Carnegie Mellon University
mattfredrikson.com · Technology
Somewhat visible. AI bots can read Matt Fredrikson · Carnegie Mellon University, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#181,009 of 2,655,321 in Technology for AI visibility
6.1
/10
AEO Score
About Matt Fredrikson · Carnegie Mellon University
from our crawl and measurement
Matt Fredrikson · Carnegie Mellon University describes itself simply: "Matt Fredrikson, CEO of Gray Swan AI and Associate Professor in the Computer Science Department at Carnegie Mellon University." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.1/10, Matt Fredrikson · Carnegie Mellon University has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Matt Fredrikson · Carnegie Mellon University
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mattfredrikson
Cite this score: Engagemii (2026). "AEO Score for Matt Fredrikson · Carnegie Mellon University." Retrieved from https://engagemii.com/aeo/brands/mattfredrikson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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