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AI Visibility Scorecard
Edinburgh Hacklab
edinburghhacklab.com · Technology
Somewhat visible. AI bots can read Edinburgh Hacklab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#70,679 of 2,624,898 in Technology for AI visibility
6.6
/10
AEO Score
About Edinburgh Hacklab
from our crawl and measurement
Edinburgh Hacklab describes itself simply: "Edinburgh Hacklab Home Visit Contact Posts Edinburgh Hacklab is part of the worldwide movement of Hackerspaces - Shared spaces for people who mess around with technology for fun." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
4
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 6.6/10, Edinburgh Hacklab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Edinburgh Hacklab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edinburghhacklab
Cite this score: Engagemii (2026). "AEO Score for Edinburgh Hacklab." Retrieved from https://engagemii.com/aeo/brands/edinburghhacklab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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