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AI Visibility Scorecard
Carnegie Mellon University
execed.tepper.cmu.edu · Education
Borderline visible. AI bots can crawl Carnegie Mellon University, 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
#386,784 of 892,129 in Education for AI visibility
5
/10
AEO Score
About Carnegie Mellon University
from our crawl and measurement
"Carnegie Mellon’s Tepper School offers Executive Education programs in leadership, business analytics, and AI. Learn from top faculty in flexible formats." That is how Tepper School of Business Executive Programs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (CollegeOrUniversity) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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
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 5/10, Carnegie Mellon University is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carnegie Mellon University
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/execed-tepper-cmu-edu
Cite this score: Engagemii (2026). "AEO Score for Carnegie Mellon University." Retrieved from https://engagemii.com/aeo/brands/execed-tepper-cmu-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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