What AI says about Red Hat
Red Hat provides enterprise open-source software and services to build, deploy, and manage applications across hybrid cloud environments.
AI calls itevent-driven ansible,open-source,shortlist,comprehensive,enterprise,enterprise-grade
Since Jul 5Updated Nov 11, 2026Based on 23,167 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Red Hat and its rivals · since Jul 5
Based on 23,167 AI answers
- ChatGPT1%
- Google AI Mode1%
How often AI mentions Red Hat
of AI answers about Red Hat and its rivals
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
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Markets where AI mentions Red Hat
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Kubernetes and Container Platform ToolsChatGPTGoogle AI Mode
- Edge Computing Platform ServicesOutside both engines’ top 25
- Enterprise Cloud Migration & ModernizationOutside both engines’ top 25
- Cloud Infrastructure Management and SecurityOutside both engines’ top 25
- Ephemeral Cloud Development PlatformsOutside both engines’ top 25
- IT Certification Training ProgramsOutside both engines’ top 25
- Enterprise AI Coding AssistantsOutside both engines’ top 25
- Developer Portal PlatformsOutside both engines’ top 25
- Internal Developer Platform SoftwareOutside both engines’ top 25
- Automated Patch & Vulnerability Remediation PlatformsOutside both engines’ top 25
- Cloud Infrastructure & DevOps PlatformsOutside both engines’ top 25
- Edge AI Model Optimization ToolsOutside both engines’ top 25
Topics where AI mentions Red Hat
TopicMentioned in · on this topicRank
- Enterprise AI inference serving
- Enterprise-grade petabyte-scale object storage
- Legacy code modernization
- Automated code documentation
- Server patch management
- Developer documentation portals
- Platform as a service providers
- Internal developer platform framework for large organizations
- DevOps agent framework for self-healing systems
- Hybrid cloud management and governance
- Ultra-low latency inference
- Software patch management
- Algorithmic fairness auditing for public sector predictive policing
- Edge container deployment
- Edge model distillation
- Linux server patch management
- Storage certification training
- Mainframe and COBOL modernization
- Real-time edge analytics
- SBOM signing and build provenance
- Series a investor for developer tools
- AI picks mostMentioned in
- What are some enterprise PaaS solutions that support Kubernetes and focus on application scalability?on this questionAI picks Red Hat OpenShift most14%
Excerpts where Red Hat appeared in the AI's answer
ChatGPTSep 17, 2026, ChatGPT Red Hat OpenShift is probably the most direct example of a Kubernetes-based PaaS.
ChatGPTSep 9, 2026, ChatGPT Red Hat OpenShift is probably the closest match to a traditional enterprise Kubernetes PaaS.
- I want to train large-scale AI models on sensitive internal data. What is the best AI/ML platform that can be deployed in a private cloud or on-premise?on this questionAI picks NVIDIA AI Enterprise and 1 more about as often20%
Excerpts where Red Hat appeared in the AI's answer
ChatGPTSep 2, 2026, ChatGPT Red Hat OpenShift AI is probably the strongest enterprise platform for this use case
ChatGPTAug 21, 2026, ChatGPT Red Hat OpenShift AI is a strong option if your organization already runs Kubernetes/OpenShift.
- Who are the leading firms in the optimization of large language models?on this questionAI picks vLLM and 4 more about as often20%
Excerpts where Red Hat appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Red Hat has become a primary enterprise powerhouse for algorithmic model compression.
ChatGPTSep 12, 2026, ChatGPT Red Hat — Through Neural Magic technology, focuses on model compression and efficient inference on enterprise hardware.
Red Hat in AI answers
1 of 8
Which edge computing platforms offer managed services for deploying containerized applications close to the end-user for enterprise-scale operations?
ChatGPTChatGPT· Nov 5, 2026
The strongest options are **AWS, Microsoft Azure, Google Cloud, Red Hat, Akamai, and SUSE**
Google AI ModeGoogle AI Mode· Nov 1, 2026
Red Hat OpenShift Edge: Provides an enterprise Kubernetes platform optimized for distributed deployments
Sites AI cites
- Your site33%
- What is a golden image? (opens in a new tab) · 3%Leaves Red Hat out
- What is PaaS? (opens in a new tab) · 2%
- Red Hat Announces Definitive Agreement to Acquire Neural Magic (opens in a new tab) · 1%
- Red Hat Advanced Cluster Management for Kubernetes (opens in a new tab) · 1%Leaves Red Hat out
- What is sovereign AI? - Red Hat (opens in a new tab) · 1%
- What is an application development platform? (opens in a new tab) · 1%
- What is IoT Edge computing? (opens in a new tab) · 1%
- What is an image builder? (opens in a new tab) · 1%
- What is software supply chain security? - Red Hat (opens in a new tab) · 1%
- Red Hat - We make open source technologies for the enterprise (opens in a new tab) · 1%
- Your site8%
- Chapter 1. multicluster global hub | Multicluster global hub | Red Hat Advanced Cluster Management for Kubernetes | 2.13 | Red Hat Documentation (opens in a new tab) · 1%Leaves Red Hat out
- Red Hat Advanced Cluster Management for Kubernetes 2.14 Multicluster global hub (opens in a new tab) · 1%
- About | Red Hat Advanced Cluster Management for Kubernetes | 2.16 | Red Hat Documentation (opens in a new tab) · 1%Leaves Red Hat out
- Chapter 1. multicluster global hub | Multicluster global hub | Red Hat Advanced Cluster Management for Kubernetes | 2.16 | Red Hat Documentation (opens in a new tab) · 1%Leaves Red Hat out
- About | Red Hat Advanced Cluster Management for Kubernetes | 2.5 | Red Hat Documentation (opens in a new tab) · 1%Leaves Red Hat out
- Red Hat AI Model Optimization Toolkit | Red Hat AI Inference Server | 3.3 | Red Hat Documentation (opens in a new tab) · 1%
- Red Hat Developer Hub 1.9 (opens in a new tab) · 1%
- Chapter 2. Overview of installing and deploying OpenShift AI | Installing the OpenShift AI Cloud Service | Red Hat OpenShift AI Cloud Service | 1 | Red Hat Documentation (opens in a new tab) · 1%
- Chapter 3. Installing and deploying OpenShift AI | Installing and uninstalling OpenShift AI Self-Managed | Red Hat OpenShift AI Self-Managed | 2.25 | Red Hat Documentation (opens in a new tab) · 1%
- Chapter 1. Overview of OpenShift AI | Introduction to Red Hat OpenShift AI | Red Hat OpenShift AI Self-Managed | 2.25 | Red Hat Documentation (opens in a new tab) · 1%
- 6%
- How to start with DDD when you have a monolith - Javiera Laso (opens in a new tab) · 1%
- As AI Makes More Health Coverage Decisions, the Risks to ... (opens in a new tab) · 1%
- Accelerate hybrid cloud automation with Red Hat Ansible ... (opens in a new tab) · 1%
- Optimize for performance with vLLM (opens in a new tab) · 1%
- The Ultimate Guide to Local AI and AI Agents (The Future is Here) (opens in a new tab) · 1%
- Optimize LLMs for faster AI inference (opens in a new tab) · 1%
- Best Patch Management Software & Tools Compared (opens in a new tab) · 1%
- Streamline RHEL management and patching with Red Hat Satellite | Full Series - YouTube (opens in a new tab) · 1%
- LLM Compression Explained: Build Faster, Efficient AI ... (opens in a new tab) · 1%
- Your site6%
- LLM Compressor: Optimize LLMs for low-latency deployments | Red Hat Developer (opens in a new tab) · 1%
- LLM Semantic Router: Intelligent request routing for large language models | Red Hat Developer (opens in a new tab) · 1%
- Automate VM golden image builds for OpenShift with Packer | Red Hat Developer (opens in a new tab) · 1%Leaves Red Hat out
- Build a zero trust AI pipeline with OpenShift and RHEL CVMs | Red Hat Developer (opens in a new tab) · 1%
- Self-service provisioning of ephemeral environments with Red Hat Developer Hub and Red Hat Advanced Cluster Management for Kubernetes | Red Hat Developer (opens in a new tab) · 1%
- Red Hat Advanced Developer Suite | Red Hat Developer (opens in a new tab) · 1%
- Red Hat OpenShift | Red Hat Developer (opens in a new tab) · 1%
- Red Hat Trusted Software Supply Chain (opens in a new tab) · 1%
- Your site4%
- Red Hat Advanced Cluster Management for Kubernetes - Red Hat Customer Portal (opens in a new tab) · 2%Leaves Red Hat out
- Red Hat OpenShift - Red Hat Customer Portal (opens in a new tab) · 1%Leaves Red Hat out
- Leaves Red Hat out1%
- Rancher vs OpenShift: a practical comparison (opens in a new tab) · 1%Leaves Red Hat out
- Top 5 hybrid Kubernetes platforms compared (2026) (opens in a new tab) · 1%Leaves Red Hat out
- Your site1%
The page AI cites most for Red Hat
Brands AI mentions
Mentioned in
