AI Visibility Scorecard
ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation
clustershell.readthedocs.io · Technology
Borderline visible. AI bots can crawl ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation, 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.
AI engines read this profile 17 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#440,039 of 2,705,697 in Technology for AI visibility
18
AI Naming Predictability
iNamed occasionally · 18/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 4.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation
from our crawl and measurement
"This documentation is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0)." That is how ClusterShell 1.9.3 documentation clustershell 1.9.3 documentation introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI 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
Fair
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
Fair
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 4.9/10, ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clustershell-readthedocs-io
Cite this score: Engagemii (2026). "AEO Score for ClusterShell 1.9.3 documentation — clustershell 1.9.3 documentation." Retrieved from https://engagemii.com/aeo/brands/clustershell-readthedocs-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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