AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
5.7/ 10

1.7 since Jun 2026

#347,960 OF 2,698,184 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Coderbook

Coderbook

Unclaimed

coderbook.com · Technology

Somewhat visible. AI bots can read Coderbook, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Claude · Apple Intelligence · Meta AI

#347,960 of 2,698,184 in Technology for AI visibility

6

AEO Visibility

i

Borderline · 5.7/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

2

AI Adoption

i

Basic · 2/100

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About Coderbook

from our crawl and measurement

"Coderbook Become a better Software Engineer or Data Scientist Get weekly notifications of the latest blog posts with tips and learnings of how to become a better programmer." That is how Coderbook introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

9

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion 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 5.7/10, Coderbook has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What are Lazy Objects in programming?

Isn’t “Wait with evaluating value until its needed” clear...

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Picked for Coderbook: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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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/coderbook

Cite this score: Engagemii (2026). "AEO Score for Coderbook." Retrieved from https://engagemii.com/aeo/brands/coderbook

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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