AI Visibility Scorecard
nova.openstack.org · Technology
Somewhat visible. AI bots can read OpenStack Compute (nova) — nova 33.1.0.dev323 documentation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#100,450 of 2,706,131 in Technology for AI visibility
70
AI Naming Predictability
iAI names companies like this often · 70/100
More likely to be named than 98% of Technology companies
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
OpenStack Compute (nova) — nova 33.1.0.dev323 documentation describes itself simply: "Nova supports creating virtual machines, baremetal servers (through the use of ironic), and has limited support for system containers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places, missing in others.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
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
Fair
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.
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
Fair
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 5.4/10, OpenStack Compute (nova) — nova 33.1.0.dev323 documentation has a working base to build on - fixable, and the signals above are where to start.
What is nova?¶?
Nova is the OpenStack project that provides a way to provision compute instances (aka virtual servers). Nova supports creating virtual machines, baremetal servers (through the use of ironic), and has limited support for system containers. Nova runs as a set of daemons on top of existing Linux servers to provide that service.
Is this your brand?
The exact fixes for OpenStack Compute (nova) — nova 33.1.0.dev323 documentation
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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.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nova-openstack-org
Cite this score: Engagemii (2026). "AEO Score for OpenStack Compute (nova) — nova 33.1.0.dev323 documentation." Retrieved from https://engagemii.com/aeo/brands/nova-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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