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AI Visibility Scorecard
Hack at UCI
hack.ics.uci.edu · computer software
Somewhat visible. AI bots can read Hack at UCI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT · Apple Intelligence
#11,733 of 886,953 in Education for AI visibility
7
/10
AEO Score
About Hack at UCI
from our crawl and measurement
Hack at UCI is a business whose own site puts it this way: "Hack at UCI is a student-run organization established to provide students with a platform to learn, grow, and develop technology of the future. Established in 2013, our mission...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
9
Forum and community discussion.
8
Reddit mentions and discussion.
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 7/10, Hack at UCI has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hack at UCI
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hack-ics-uci-edu
Cite this score: Engagemii (2026). "AEO Score for Hack at UCI." Retrieved from https://engagemii.com/aeo/brands/hack-ics-uci-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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