What is Kubernetes's AI visibility score?

Kubernetes has an AI visibility score of 34/100, which is rated as "Fair". This score measures how frequently AI models like ChatGPT, Gemini, and others recommend Kubernetes across various prompts and niches.

How is Kubernetes's visibility score calculated?

The visibility score is a composite of three sub-scores: Strength (65/100), Reach (27/100), and Authority (0/100). These are derived from running curated prompts across multiple AI models and measuring how often and how prominently Kubernetes appears in responses.

Which niches does Kubernetes rank in?

Kubernetes's niche rankings are currently being calculated.

How often are these rankings updated?

Rankings are refreshed weekly every Sunday at 4 AM UTC. Each update re-runs all prompts across multiple AI models to capture the latest shifts in brand visibility and recommendations.

Snapshot as of Jun 14, 2026

Kubernetes

kubernetes.io

An open-source system for automating the deployment, scaling, and management of containerized applications.

AI Visibility Score

Composite score across strength, reach & authority

Fair

Strength

How well you compete against other brands in AI responses

Reach

How broadly AI mentions your brand across different topics

Authority

How often AI cites your brand as a trusted source

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Kubernetes

AI Visibility Score

Track your brand's AI visibility

Citation sources

Frequently asked questions

Kubernetes

AI Visibility Score

Track your brand's AI visibility

How these rankings are calculated

Frequently asked questions

What is Kubernetes's AI visibility score?

How is Kubernetes's visibility score calculated?

Which niches does Kubernetes rank in?

How often are these rankings updated?