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AI Visibility Scorecard
Hacktech 2023
hacktech-2023.devpost.com · Technology
Somewhat visible. AI bots can read Hacktech 2023, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#33,477 of 2,650,397 in Technology for AI visibility
6.9
/10
AEO Score
About Hacktech 2023
from our crawl and measurement
Hacktech 2023 describes itself simply: "<p>Check out our website! https://hacktech.app/</p> <p>Hacktech by Caltech is SoCal’s premier annual intercollegiate hackathon." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
Under the hood there is structured data on the page (Event), but the score is capped by what is missing: an llms.txt file, a sitemap, a heading structure that lays out what it offers.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 6.9/10, Hacktech 2023 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hacktech 2023
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/hacktech-2023-devpost
Cite this score: Engagemii (2026). "AEO Score for Hacktech 2023." Retrieved from https://engagemii.com/aeo/brands/hacktech-2023-devpost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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