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AI Visibility Scorecard
Hackster.io
hackster.io · Technology
Somewhat visible. AI bots can read Hackster.io, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#82,103 of 2,811,264 in Technology for AI visibility
6.6
/10
AEO Score
About Hackster.io
from our crawl and measurement
Hackster.io is a San Jose, CA business whose own site puts it this way: "Hackster is a community dedicated to learning hardware, from beginner to pro. Share your projects and learn from other developers. Come build awesome hardware!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places, missing in others.
Our crawl found a clearly stated business identity, structured data describing the business. It also found the gaps that keep answer engines guessing: the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers, credibility markers like credentials or reviews.
Off the page the picture is mixed: people discuss it in places AI engines read and other sites link to it, but AI engines do not yet recognise it as a distinct business and it does not come up on Reddit.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
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
6
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
6
Press and news coverage.
Community
9
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 6.6/10, Hackster.io has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hackster.io
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hackster-io
Cite this score: Engagemii (2026). "AEO Score for Hackster.io." Retrieved from https://engagemii.com/aeo/brands/hackster-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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