▼ 0.8 since Sep 2026
#7,996 OF 2,704,447 IN TECHNOLOGY
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AI Visibility Scorecard
codex-3.gitbook.io
codex-3.gitbook.io · Technology
Somewhat visible. AI bots can read codex-3.gitbook.io, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#7,996 of 2,704,447 in Technology for AI visibility
7
AEO Visibility
iVisible · 7/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
10
AI Adoption
iBasic · 10/100
About codex-3.gitbook.io
from our crawl and measurement
CodeX ∞ by Naseem Malik! describes itself simply: "It is the first of its kind, a living, evolving manuscript that will never go obsolete." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7/10, codex-3.gitbook.io has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for codex-3.gitbook.io
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codex-3-gitbook-io
Cite this score: Engagemii (2026). "AEO Score for codex-3.gitbook.io." Retrieved from https://engagemii.com/aeo/brands/codex-3-gitbook-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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