AI Visibility Scorecard
codedocumentary.com · Technology
Borderline visible. AI engines can read Codedoc, but Structured Data, Entity Clarity and E-E-A-T Signals are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 4 times
Claude · Parallel
82
AI Naming Predictability
iNamed sometimes · 82/100
Technology average 28
Top 3% of Technology
See what's behind this score →5.13
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
"It s mainly due to the increase of… Continue ReadingBackend Developer Salary Is PHP Frontend or Backend?" That is how Codedoc introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.13 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.13/10, Codedoc is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How To Be A Full Stack Developer?
Post author:codedoc Post published:September 2, 2021 Post category:Full Stack If you have ever thought about learning how to become a full stack developer, there are two things that you should know. First off, you will have to have a… Continue ReadingHow To Be A Full Stack Developer
Is PHP Frontend or Backend?
Post author:codedoc Post published:September 1, 2021 Post category:Frontend PHP is often thought of as a universal platform for back end scripting.
How To Become A Backend Developer?
Post author:codedoc Post published:August 26, 2021 Post category:Backend If you're wondering how to become a back-end developer, you have several options available to you. Depending on your skills and experience, each option has its advantages and disadvantages.
Which Is Easier Frontend Or Backend?
Post author:codedoc Post published:August 19, 2021 Post category:Backend In web development, the question of what is a frontend or backend is often asked.
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The exact fixes for Codedoc
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codedocumentary
Cite this score: Engagemii (2026). "AEO Score for Codedoc." Retrieved from https://engagemii.com/aeo/brands/codedocumentary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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