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AI Visibility Scorecard
atdp.berkeley.edu · Education
Well-positioned for AI search. The breakdown below shows where UC Berkeley ATDP is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#8,952 of 862,878 in Education for AI visibility
7.1
/10
AEO Score
from our crawl and measurement
"With our acclaimed programs now available both on site and online, it's never been easier to take a rigorous summer course in an area of deep interest." That is how UC Berkeley ATDP introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.1 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
1
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.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
0
No Reddit mentions found yet.
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 7.1/10, UC Berkeley ATDP has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for UC Berkeley ATDP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atdp-berkeley-edu
Cite this score: Engagemii (2026). "AEO Score for UC Berkeley ATDP." Retrieved from https://engagemii.com/aeo/brands/atdp-berkeley-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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