AI Visibility Scorecard
Red Hat OpenShift
openshift.com · Technology
Somewhat visible. AI bots can read Red Hat OpenShift, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#11,911 of 2,705,352 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
6
AI Adoption
iBasic · 6/100
About Red Hat OpenShift
from our crawl and measurement
"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." That is how Openshift introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT).
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
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 6.9/10, Red Hat OpenShift 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 OpenShift
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openshift
Cite this score: Engagemii (2026). "AEO Score for Red Hat OpenShift." Retrieved from https://engagemii.com/aeo/brands/openshift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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