AI Visibility Scorecard
The Linux Kernel documentation — The Linux Kernel documentation
docs.kernel.org · Technology
Somewhat visible. AI bots can read The Linux Kernel documentation — The Linux Kernel documentation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#63,236 of 2,705,620 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Linux Kernel documentation — The Linux Kernel documentation
from our crawl and measurement
"Kernel documentation, like the kernel itself, is very much a work in progress; that is especially true as we work to integrate our many scattered documents into a coherent whole." That is how The Linux Kernel documentation The Linux Kernel documentation introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 6.4/10, The Linux Kernel documentation — The Linux Kernel documentation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Linux Kernel documentation — The Linux Kernel documentation
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-kernel-org
Cite this score: Engagemii (2026). "AEO Score for The Linux Kernel documentation — The Linux Kernel documentation." Retrieved from https://engagemii.com/aeo/brands/docs-kernel-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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