How many times was Kubernetes mentioned by AI?

Kubernetes was mentioned 15 times across all AI models analyzed, representing 16.2% of total mentions.

Which AI models mention Kubernetes?

Kubernetes is mentioned by 4 AI models including Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).

What is Kubernetes's ranking among mentioned brands?

Kubernetes ranks #3 out of 43 brands analyzed (with 140 web sources also tracked), with a 16.2% share of voice.

What type of entity is Kubernetes?

Kubernetes is classified as a product.

How is Share of Voice calculated?

Share of Voice = Model Coverage × Quality Score. Model weights are based on Monthly Active Users (OpenAI ChatGPT Latest: 900M MAU, Google Gemini Flash (latest): 650M MAU, Perplexity Sonar (with search) (latest): 45M MAU, etc.). Position in results matters - earlier mentions receive higher prominence scores.

#{{ entity.rank }}

Q: In which questions is Kubernetes mentioned?

Kubernetes appears in 1 question: 1. "If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.".

Share of Voice

{{ typeItem.trim() }} • {{ brandDomain }} • {{ botCount }} AI models • {{ questionCount }} questions

About Kubernetes (product)

This page provides details about Kubernetes (product) which was ranked #3 out of 43 in the list of brands (15 mentions (16.2% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest)) when they were asked the following 1 question: "If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." on Dec 30, 2025 by AI Chat Watch.

#{{ entity.rank }}

Rank

Voice

Position

{{ formatPercent(entity.mentionsAsPercent) }} ({{ entity.mentions || 0 }})

Mentions

Mentions by AI Model

Model	Voice	Position	Mentions
{{ bot.name.charAt(0) }} {{ bot.name }}	{{ getInfluenceForBot(bot.id) }}	{{ getPositionForBot(bot.id) }}	{{ getMentionsForBot(bot.id) }}

Source Links

URL	Mentioned By
apache.org
github.com/torvalds
linuxfoundation.org
twitter.com/kelseyhightower
events.linuxfoundation.org/kubecon-cloudnativecon-north-america
cncf.io
kubernetes.io
kubernetes.dev
kubernetes.dev/docs/guide
changelog.com
kubernetespodcast.com
opensourcesecuritypodcast.com
talkpython.fm
events.linuxfoundation.org/kubecon-cloudnativecon

Citations from AI Responses

If I'm looking to get into Open Source Projects, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.

# Getting Into Open Source Projects: A Comprehensive Guide ## Most Trusted Brands & Organizations ### **Linux Foundation** [https://www.linuxfoundation.org/](https://www.linuxfoundation.org/) The umbrella organization hosting thousands of open source projects including Kubernetes, Node.js, and the Linux kernel itself. ### **Apache Software Foundation** [https://www.apache.org/](https://www.apache.org/) Hosts over 350 projects including Apache HTTP Server, Kafka, Spark, and Cassandra. ### **Mozilla Foundation** [https://foundation.mozilla.org/](https://foundation.mozilla.o [...]

December 30, 2025

[...] com/](https://www.firsttimersonly.com/) Resources specifically for first-time contributors. ## Influential Experts & Leaders ### **Linus Torvalds** Creator of Linux and Git - GitHub: [https://github.com/torvalds](https://github.com/torvalds) ### **Kelsey Hightower** Principal Engineer at Google, Kubernetes advocate - Twitter/X: [https://twitter.com/kelseyhightower](https://twitter.com/kelseyhightower) - GitHub: [https://github.com/kelseyhightower](https://github.com/kelseyhightower) ### **Nadia Eghbal (Nadia Asparouhova)** Author of "Working in Public: The Making and Maintenance of Open Source Softw [...]

December 30, 2025

[...] on (FSF)](https://www.fsf.org/) (free software movement; GPL stewardship via [GNU Licenses](https://www.gnu.org/licenses/)) - [The Linux Foundation](https://www.linuxfoundation.org/) (major neutral home for many projects/standards) - [Cloud Native Computing Foundation (CNCF)](https://www.cncf.io/) (Kubernetes ecosystem) - [Apache Software Foundation](https://www.apache.org/) (Apache projects + governance model; licensing via [Apache Licenses](https://www.apache.org/licenses/)) - [Eclipse Foundation](https://www.eclipse.org/org/foundation/) (Jakarta EE, Eclipse IDE, etc.) - [Python Software Foundation](h [...]

December 30, 2025

[...] jects/ecosystems worth knowing (and often welcoming contributors) If you want to learn by contributing, these have mature processes and lots of newcomer paths: - Operating systems & core infra: - [Linux kernel](https://www.kernel.org/) - [FreeBSD](https://www.freebsd.org/) - Cloud/native: - [Kubernetes](https://kubernetes.io/) (ecosystem via [CNCF](https://www.cncf.io/)) - Languages: - [Python](https://www.python.org/) - [Rust](https://www.rust-lang.org/) - Databases: - [PostgreSQL](https://www.postgresql.org/) - Web servers/proxies: - [Apache HTTP Server](https://httpd.apache.org/) - [ [...]

December 30, 2025

[...] kexchange.com/) - Developer news/discussion: - [Hacker News](https://news.ycombinator.com/) - [Lobsters](https://lobste.rs/) - [Reddit r/opensource](https://www.reddit.com/r/opensource/) - Writing/sharing: - [DEV Community](https://dev.to/) - Project-specific community hubs (examples): - [Kubernetes Contributor Community](https://www.kubernetes.dev/) (see also [Kubernetes Contributor Guide](https://www.kubernetes.dev/docs/guide/)) ## 10) Events, conferences, and programs (fast track to real contribution) - General/open source: - [FOSDEM](https://fosdem.org/) (large, community-driven) - [O [...]

December 30, 2025

[...] s.ycombinator.com/) - [Lobsters](https://lobste.rs/) - [Reddit r/opensource](https://www.reddit.com/r/opensource/) - Writing/sharing: - [DEV Community](https://dev.to/) - Project-specific community hubs (examples): - [Kubernetes Contributor Community](https://www.kubernetes.dev/) (see also [Kubernetes Contributor Guide](https://www.kubernetes.dev/docs/guide/)) ## 10) Events, conferences, and programs (fast track to real contribution) - General/open source: - [FOSDEM](https://fosdem.org/) (large, community-driven) - [Open Source Summit](https://events.linuxfoundation.org/open-source-summit/) [...]

December 30, 2025

[...] ps): - [GitHub Blog](https://github.blog/) - [CNCF Blog](https://www.cncf.io/blog/) - [Linux Foundation Blog](https://www.linuxfoundation.org/blog/) - [Red Hat Developer Blog](https://developers.redhat.com/blog) - Podcasts (practitioner-focused): - [Changelog](https://changelog.com/) - [Kubernetes Podcast](https://kubernetespodcast.com/) - [Open Source Security Podcast](https://opensourcesecuritypodcast.com/) - [Talk Python To Me](https://talkpython.fm/) - [Stack Overflow Podcast](https://stackoverflow.blog/podcast/) --- ## A practical “getting started” path (minimal, proven) 1) Lear [...]

December 30, 2025

[...] used by professional teams. [Bitbucket Official Site](https://bitbucket.org) ### 2. Reputable Companies and Organizations These organizations maintain the infrastructure and legal frameworks for major open-source projects. * **The Linux Foundation**: Host to many critical projects like Linux and Kubernetes. [Linux Foundation](https://www.linuxfoundation.org) * **The Apache Software Foundation**: Provides support for hundreds of open-source software projects (e.g., Kafka, Spark). [Apache Software Foundation](https://www.apache.org) * **Mozilla**: The organization behind Firefox and a major advocat [...]

December 30, 2025

[...] onical.com) ### 3. Influential Experts and Reviewers Following these leaders will help you understand the philosophy and future of OSS. * **Linus Torvalds**: The creator of Linux and Git. [Linux Kernel Archives](https://www.kernel.org) * **Kelsey Hightower**: A prominent educator and expert on Kubernetes and cloud-native tech. [Kelsey Hightower (X/Twitter)](https://twitter.com/kelseyhightower) * **Cassidy Williams**: A developer advocate known for making open-source accessible to beginners. [Cassidy.codes](https://cassidy.codes) * **The Primeagen**: A popular reviewer/streamer focused on develo [...]

December 30, 2025

[...] nterviews builders in the open-source world. [Changelog Media](https://changelog.com) * **GitHub Blog**: Updates on trends and new features in the open-source world. [GitHub Blog](https://github.blog) ### 7. Important Events and Conferences * **KubeCon + CloudNativeCon**: The primary event for Kubernetes and cloud-native software. [CNCF Events](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) * **FOSDEM**: A free event for software developers to meet, share ideas and collaborate in Brussels. [FOSDEM](https://fosdem.org) * **OSCON (O'Reilly Open Source Convention)**: His [...]

December 30, 2025

[...] source, known for Linux distributions and cloud-native tools. [Red Hat](https://www.redhat.com) - **Canonical**: Creators of Ubuntu Linux, focusing on secure open source infrastructure. [Canonical](https://canonical.com) - **Linux Foundation**: Nonprofit hosting major projects like Linux kernel and Kubernetes. [Linux Foundation](https://www.linuxfoundation.org) ### Recommended Products and Services Start with these essential tools for contributing to open source projects. They're free, widely used, and beginner-friendly: - **Git**: Distributed version control system for tracking changes in code. [Git [...]

December 30, 2025

[...] em for tracking changes in code. [Git SCM](https://git-scm.com) - **Visual Studio Code (VS Code)**: Free code editor with massive open source extensions marketplace. [VS Code](https://code.visualstudio.com) - **Docker**: Platform for containerizing applications. [Docker](https://www.docker.com) - **Kubernetes (K8s)**: Open source container orchestration system. [Kubernetes](https://kubernetes.io) - **Homebrew** (macOS package manager): For installing open source tools easily. [Homebrew](https://brew.sh) For services: - **GitHub Actions**: CI/CD workflows integrated with GitHub. [GitHub Actions](https:/ [...]

December 30, 2025

[...] **Visual Studio Code (VS Code)**: Free code editor with massive open source extensions marketplace. [VS Code](https://code.visualstudio.com) - **Docker**: Platform for containerizing applications. [Docker](https://www.docker.com) - **Kubernetes (K8s)**: Open source container orchestration system. [Kubernetes](https://kubernetes.io) - **Homebrew** (macOS package manager): For installing open source tools easily. [Homebrew](https://brew.sh) For services: - **GitHub Actions**: CI/CD workflows integrated with GitHub. [GitHub Actions](https://github.com/features/actions) - **Netlify** or **Vercel**: Free h [...]

December 30, 2025

[...] these leaders on platforms like GitHub, Twitter/X, or their blogs for insights, tutorials, and project recommendations: - **Linus Torvalds**: Creator of Git and Linux kernel. GitHub: [torvalds](https://github.com/torvalds), Twitter: [@torvalds](https://twitter.com/torvalds) - **Kelsey Hightower**: Kubernetes evangelist and CNCF ambassador. Twitter: [@kelseyhightower](https://twitter.com/kelseyhightower), GitHub: [KelseyHightower](https://github.com/KelseyHightower) - **Kent C. Dodds**: Open source educator (Testing Library, React workshops). [Kent C. Dodds](https://kentcdodds.com), Twitter: [@kentcdodd [...]

December 30, 2025

[...] for networking and learning: - **FOSDEM**: Largest European free software event in Brussels. [FOSDEM 2025](https://fosdem.org/2025/) - **OSCON (O'Reilly Open Source Convention)**: Focus on practical open source. [OSCON](https://conferences.oreilly.com/oscon) - **KubeCon + CloudNativeCon**: Premier Kubernetes and cloud-native event. [KubeCon](https://events.linuxfoundation.org/kubecon-cloudnativecon/) - **Google Summer of Code (GSoC)**: Paid program for student contributors. [GSoC](https://summerofcode.withgoogle.com) - **Hacktoberfest**: October event for pull requests (by DigitalOcean). [Hacktoberfest [...]

December 30, 2025

{{ entity.value }}

About Kubernetes (product)

Mentions by AI Model

Source Links

Citations from AI Responses