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AI Visibility Scorecard
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
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.
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.
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.
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.
Is this your brand?
The exact fixes for Code Book Store
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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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