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AI Visibility Scorecard
CodeAbbey
codeabbey.com · Technology
Somewhat visible. AI bots can read CodeAbbey, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#370,694 of 2,810,206 in Technology for AI visibility
5.8
/10
AEO Score
About CodeAbbey
from our crawl and measurement
CodeAbbey is a business whose own site puts it this way: "Home / Login Problems School Ranking Forum Help Mess 01:34:50 There is not one of you who cannotwin The Kingdom!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page it is passable on basic crawler access. What holds it back is sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, there is little discussion of it and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
1
Reddit mentions and discussion.
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 5.8/10, CodeAbbey has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CodeAbbey
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeabbey
Cite this score: Engagemii (2026). "AEO Score for CodeAbbey." Retrieved from https://engagemii.com/aeo/brands/codeabbey
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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