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AI Visibility Scorecard
GitHub Universe
www.githubuniverse.com · Technology
Somewhat visible. AI bots can read GitHub Universe, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#789,478 of 2,817,736 in Technology for AI visibility
5.2
/10
AEO Score
About GitHub Universe
from our crawl and measurement
GitHub Universe is a San Francisco, CA business whose own site puts it this way: "GitHub's global developer event is back. Join the world's fair of software." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
Our crawl found a clear heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews.
Off the page the picture is mixed: people discuss it in places AI engines read, but AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
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 5.2/10, GitHub Universe has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GitHub Universe
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for GitHub Universe.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-githubuniverse
Cite this score: Engagemii (2026). "AEO Score for GitHub Universe." Retrieved from https://engagemii.com/aeo/brands/www-githubuniverse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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