▲ 1.5 since Jul 2026
#81,505 OF 2,704,684 IN TECHNOLOGY
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AI Visibility Scorecard
The knowledge layer for AI
legacy.gitbook.com · Technology
Somewhat visible. AI bots can read The knowledge layer for AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#81,505 of 2,704,684 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
30
AI Adoption
iBasic · 30/100
About The knowledge layer for AI
from our crawl and measurement
The knowledge layer for AI describes itself simply: "GitBook is a knowledge platform for creating, maintaining, and improving product documentation for users, teams, and AI agents." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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
Weak
No inbound links found yet.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.3/10, The knowledge layer for AI has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The knowledge layer for AI
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/legacy-gitbook
Cite this score: Engagemii (2026). "AEO Score for The knowledge layer for AI." Retrieved from https://engagemii.com/aeo/brands/legacy-gitbook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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