AI visibility score
5.13/ 10Borderline
As of 2026-11-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Codedoc

Codedoc

Unclaimed

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

i

Named sometimes · 82/100

Technology average 28

Top 3% of Technology

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5.13

AEO Visibility

i

Borderline · 5.13/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About Codedoc

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.

Company ·
Codedoc
Industry ·
Technology
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

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.

The 6 off-page signals AI reads

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.

What this score means

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.

Frequently Asked Questions

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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Picked for Codedoc: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

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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Source & Attribution

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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