AI Visibility Scorecard
Red Hat
· Technology
Well-positioned for AI search. The breakdown below shows where Red Hat is still leaving points on the table.
AI engines read this profile 1 times
Claude
#1,257 of 2,706,693 in Technology for AI visibility
8
AEO Visibility
iVisible · 7.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
6
AI Adoption
iBasic · 6/100
About Red Hat
from our crawl and measurement
"A Red Hat é líder mundial no fornecimento de soluções de open source empresarial, incluindo tecnologias de alto desempenho em Linux, nuvem, container e Kubernetes." That is how Red Hat introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.5 out of 10, a strong showing.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 7.5/10, Red Hat has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Red Hat
Which AI engines already crawl you
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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 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/br-redhat
Cite this score: Engagemii (2026). "AEO Score for Red Hat." Retrieved from https://engagemii.com/aeo/brands/br-redhat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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