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AI Visibility Scorecard
OpenStack Docs: 2026.1
docs.openstack.org · Technology
Somewhat visible. AI bots can read OpenStack Docs: 2026.1, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#86,267 of 2,616,081 in Technology for AI visibility
6.5
/10
AEO Score
About OpenStack Docs: 2026.1
from our crawl and measurement
"View The Docs Get OpenStack Get Training Documentation for 2026.1 (April 2026) This is the latest release." That is how OpenStack Docs: 2026.1 introduces itself. Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
0
No Reddit mentions 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 6.5/10, OpenStack Docs: 2026.1 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OpenStack Docs: 2026.1
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-openstack-org
Cite this score: Engagemii (2026). "AEO Score for OpenStack Docs: 2026.1." Retrieved from https://engagemii.com/aeo/brands/docs-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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