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AI Visibility Scorecard
Code Bunnies
codebunnies.com · Technology
Somewhat visible. AI bots can read Code Bunnies, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#884,115 of 2,832,391 in Technology for AI visibility
5.1
/10
AEO Score
About Code Bunnies
from our crawl and measurement
Web Development Scotland Web, iOS & APIs is a Crail, Fife business whose own site puts it this way: "A Scottish web and mobile development studio in Crail, Fife, building web applications, native iOS apps in Swift, and the APIs behind them, for SMEs and founders across Scotland and the UK." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (LocalBusiness, ProfessionalService, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.1/10, Code Bunnies has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Code Bunnies
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codebunnies
Cite this score: Engagemii (2026). "AEO Score for Code Bunnies." Retrieved from https://engagemii.com/aeo/brands/codebunnies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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