Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. This Business Profile tracks the Brand Authority Index and supporting AI visibility evidence. Last analyzed August 25, 2026.
Red Hat develops enterprise open source software solutions, providing operating system platforms (like Red Hat Enterprise Linux), containerization and Kubernetes platforms (Red Hat OpenShift), automation tools (Red Hat Ansible Automation Platform), and AI/ML capabilities for hybrid cloud environments.
The public category test is directional and too small to support a high-confidence rating.
Optimly has not yet published a supported competitor set for Red-hat.
Brand Authority Index (BAI) tier: Leader (exact score locked for unclaimed brands)
Official website: https://redhat.com/
Last analyzed: August 25, 2026
This Business Profile is published by Optimly in the Optimly AI Brand Index, a public research dataset showing how AI systems describe brands, categories, and competitors. Optimly AI Visibility analyzes sampled buyer-intent responses, cited sources, and public brand information. The Brand Authority Index summarizes answer presence, narrative accuracy, and owned citations where sufficient evidence is available.
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