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AI Visibility Scorecard
Codebits by David Medinets
www.codebits.com · Technology
Borderline visible. AI bots can crawl Codebits by David Medinets, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,259,131 of 2,812,091 in Technology for AI visibility
3.5
/10
AEO Score
About Codebits by David Medinets
from our crawl and measurement
"Note: XZ (.xz) is a compression format, not an archive format, and it does not support native password protection." That is how Codebits by David Medinets introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
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
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
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 3.5/10, Codebits by David Medinets is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Codebits by David Medinets
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/www-codebits
Cite this score: Engagemii (2026). "AEO Score for Codebits by David Medinets." Retrieved from https://engagemii.com/aeo/brands/www-codebits
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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