Data as of Sep 9, 2026 · Based on 3,265,539 AI responses across 10,525 prompts · See how Parse measures this
Red Hatredhat.comRed Hat provides enterprise open-source software and services to build, deploy, and manage applications and AI workloads across hybrid cloud environments. Its product lineup includes Red Hat AI, Red Hat Enterprise Linux, Red Hat OpenShift, and Red Hat Ansible Automation Platform, along with training, certification, and supported services. The company focuses on automation, cloud-native development, security, virtualization, edge computing, and digital sovereignty, backed by a global ecosystem of partners and support.
IBMRed HatParse Score
#12 of 99 in Kubernetes and Container Platform Tools
Tone of voice
66% of how AI describes Red Hat reads positive.
Words AI uses
AI reaches for open-source · recommended · best when it describes Red Hat.
Sources
redhat.com shapes more of what AI says about Red Hat than any other source, at 38% of its citations.
developers.redhat.com · docs.redhat.com · parse.gl · youtube.com
The market map
Kubernetes and Container Platform Tools →Excerpts where Red Hat appeared in the AI's answer
Red Hat Advanced Cluster Management (RHACM) : The gold standard if your organization relies heavily on Red Hat OpenShift
Excerpts where Red Hat appeared in the AI's answer
Red Hat OpenShift is probably the closest match to a traditional enterprise Kubernetes PaaS.
Red Hat OpenShift is probably the closest match to a traditional enterprise PaaS built around Kubernetes.
Excerpts where Red Hat appeared in the AI's answer
Red Hat Image Builder: A tool for creating customized system images (including cloud images) that can be run locally or through the Red Hat Hybrid Cloud Console.
Red Hat Image Builder: A tool designed for building RHEL-based images that can be used locally or via the Red Hat Hybrid Cloud Console.
Excerpts where Red Hat appeared in the AI's answer
Red Hat — best if you're heavily invested in OpenShift/Kubernetes governance
Excerpts where Red Hat appeared in the AI's answer
Red Hat — OpenShift + Application Foundations: Especially comprehensive for enterprise and hybrid-cloud development.
Red Hat – OpenShift provides an integrated application development and delivery platform with Kubernetes, CI/CD, and developer tooling.
Excerpts where Red Hat appeared in the AI's answer
Red Hat Developer Hub — An enterprise-supported developer portal based on Backstage
Excerpts where Red Hat appeared in the AI's answer
Red Hat / MITRE: MITRE works extensively with government and defense agencies to evaluate operational artificial intelligence frameworks
