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AI Visibility Scorecard
hackaday.io · Technology
Well-positioned for AI search. The breakdown below shows where Hackaday.io is still leaving points on the table.
AI engines read this profile 6 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#18,322 of 2,596,770 in Technology for AI visibility
7.1
/10
AEO Score
from our crawl and measurement
Hackaday.io describes itself simply: "Discover. Get inspired. Repeat. Hack things for the better. Learn and grow from the example of others. Pass it on by showing off your own hardware adventures." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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
7
Press and news coverage.
Community
8
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.1/10, Hackaday.io has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Hackaday.io
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hackaday-io
Cite this score: Engagemii (2026). "AEO Score for Hackaday.io." Retrieved from https://engagemii.com/aeo/brands/hackaday-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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