AI Visibility Scorecard
Hacklytics 2023: A Starry Night
hacklytics23.devpost.com · Technology
Somewhat visible. AI bots can read Hacklytics 2023: A Starry Night, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Claude · ChatGPT · ByteDance AI
#200,146 of 2,706,160 in Technology for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About Hacklytics 2023: A Starry Night
from our crawl and measurement
Hacklytics 2023: A Starry Night is a Atlanta, Georgia business whose own site puts it this way: "<h4 id=what-is-hacklytics class=h2-title><a href=https://hacklytics.io/>What is Hacklytics?</a></h4> <p>Hacklytics is a 36-hour data science-focused hackathon hosted by Data Science @." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Event). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 5.2/10, Hacklytics 2023: A Starry Night has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Hacklytics 2023: A Starry Night
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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/hacklytics23-devpost
Cite this score: Engagemii (2026). "AEO Score for Hacklytics 2023: A Starry Night." Retrieved from https://engagemii.com/aeo/brands/hacklytics23-devpost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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