▲ 4.0 since Jul 2026
#601,159 OF 2,691,613 IN TECHNOLOGY
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AI Visibility Scorecard
docs.openshift.org
docs.openshift.org · Technology
Somewhat visible. AI bots can read docs.openshift.org, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#601,159 of 2,691,613 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About docs.openshift.org
from our crawl and measurement
Home describes itself simply: "OKD Home Contribute Documentation OKD is a distribution of Kubernetes optimized for continuous application development and multi-tenant deployment." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, 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
2
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
0
No social discussion 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 5.3/10, docs.openshift.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for docs.openshift.org
Which AI engines already crawl you
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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 docs.openshift.org.
Source & Attribution
Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-openshift-org
Cite this score: Engagemii (2026). "AEO Score for docs.openshift.org." Retrieved from https://engagemii.com/aeo/brands/docs-openshift-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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