AI Visibility Scorecard
Red Hat OpenShiftRed HatRed Hat
openshift.redhat.com · Technology
Somewhat visible. AI bots can read Red Hat OpenShiftRed HatRed Hat, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 16 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#100,106 of 2,705,505 in Technology for AI visibility
46
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Red Hat OpenShiftRed HatRed Hat
from our crawl and measurement
Red Hat OpenShiftRed HatRed Hat describes itself simply: "An application innovation platform delivering a comprehensive experience with tools to empower organizations to modernize and build new applications, accelerate AI adoption, and fuel growth." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
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 16 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.4/10, Red Hat OpenShiftRed HatRed Hat has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose Red Hat OpenShift as your application platform?
View this video by opting in to "Advertising cookies." Update preferences See the value of a unified application platform. Video duration: 2:33.
Is this your brand?
The exact fixes for Red Hat OpenShiftRed HatRed Hat
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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 Red Hat OpenShiftRed HatRed Hat.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openshift-redhat
Cite this score: Engagemii (2026). "AEO Score for Red Hat OpenShiftRed HatRed Hat." Retrieved from https://engagemii.com/aeo/brands/openshift-redhat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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