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AI Visibility Scorecard
Coders Lingo
coderslingo.com · Technology
Somewhat visible. AI bots can read Coders Lingo, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#860,869 of 2,787,819 in Technology for AI visibility
5.1
/10
AEO Score
About Coders Lingo
from our crawl and measurement
"Professional English for IT professionals, vocabulary, exercises, and resources for developers, QA, DevOps, and more." That is how English for IT introduces itself. 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 (WebSite, Organization, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
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
10
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, Coders Lingo has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coders Lingo
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coderslingo
Cite this score: Engagemii (2026). "AEO Score for Coders Lingo." Retrieved from https://engagemii.com/aeo/brands/coderslingo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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