AI Visibility Scorecard
cinder 29.1.0.dev9 documentation
cinder.openstack.org · Technology
Borderline visible. AI bots can crawl cinder 29.1.0.dev9 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 1 times
Claude
#440,148 of 2,705,580 in Technology for AI visibility
21
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About cinder 29.1.0.dev9 documentation
from our crawl and measurement
"Tools for using Cinder¶ Horizon: The official web UI for the OpenStack Project." That is how cinder 29.1.0.dev9 documentation introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
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 once in our tracking, including ClaudeBot (Anthropic).
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Fair
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Good
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, cinder 29.1.0.dev9 documentation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cinder 29.1.0.dev9 documentation
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cinder-openstack-org
Cite this score: Engagemii (2026). "AEO Score for cinder 29.1.0.dev9 documentation." Retrieved from https://engagemii.com/aeo/brands/cinder-openstack-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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