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AI Visibility Scorecard

Code Book Store

Code Book Store

Unclaimed

codebookstore.com · Education

Borderline visible. AI bots can crawl Code Book Store, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#525,174 of 918,668 in Education for AI visibility

4.6

/10

AEO Score

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About Code Book Store

from our crawl and measurement

CodeBookStore.com Code Book Store describes itself simply: "Explore our extensive collection of construction code books and exam prep materials. Our resources are designed to help you succeed in your certification exams and advance your career in." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

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.

Reddit

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 4.6/10, Code Book Store is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Code Book Store

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Code Book Store: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codebookstore

Cite this score: Engagemii (2026). "AEO Score for Code Book Store." Retrieved from https://engagemii.com/aeo/brands/codebookstore

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

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