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AI Visibility Scorecard
Libhunt
libhunt.com · Technology
Somewhat visible. AI bots can read Libhunt, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Apple Intelligence · Meta AI
#62,256 of 2,706,098 in Technology for AI visibility
6.7
/10
AEO Score
About Libhunt
from our crawl and measurement
"Discover the most popular open-source projects, libraries, and tools in various programming languages, ranked by social media mentions and developer engagement." That is how Libhunt introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places, missing in others.
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 3 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
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
7
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 6.7/10, Libhunt has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Libhunt
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 Libhunt.
Source & Attribution
Scored by Engagemii on May 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/libhunt
Cite this score: Engagemii (2026). "AEO Score for Libhunt." Retrieved from https://engagemii.com/aeo/brands/libhunt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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