AI ChatWatch

AI Mentions & Sources Report for Open Source Projects

Track Your AI Visibility
#{{ domain.rank }}

{{ domain.value }}

{{ formatPercent(domain.influence) }}
Share of Voice
{{ domain.linkTypeName }} Visit {{ botCount }} AI models {{ questionCount }} questions

About kernel.org (Developer Tools)

This page provides details about kernel.org (Developer Tools) which was ranked #6 out of 320 in the list of sources (11 citations (3.1% 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 3 questions: "What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.", "What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.", "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. This source is referenced for brands: GitHub, Linux, FreeBSD, Kubernetes, Git +1 more.

#{{ domain.rank }}
Rank
{{ formatPercent(domain.influence) }}
Voice
{{ formatPosition(domain.appearanceOrder) }}
Position
{{ formatPercent(domain.mentionsAsPercent) }} ({{ domain.mentions || 0 }})
Citations

Used by AI Models

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

Pages from kernel.org (1 link)

URL Path Citations Position
kernel.org 11 5.3

Brands Referenced By This Website (6 brands)

Brand Voice Mentions
GitHub GitHub 100% 206
Linux Linux 56.7% 132
Kubernetes Kubernetes 11% 58
Git Git 4.6% 30
Linus Torvalds Linus Torvalds 1.4% 12
FreeBSD FreeBSD 0.4% 6

Citations from AI Responses

Anthropic Claude Sonnet (latest) (2 citations)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] oT, and cloud technologies. ### **Python Software Foundation** [Python Software Foundation](https://www.python.org/psf-landing/) - Manages the development and community around the Python programming language. ## Leading Open Source Projects by Category ### **Operating Systems** **Linux Kernel** [Linux Kernel](https://www.kernel.org) - The core of most server infrastructure and Android devices worldwide. **Ubuntu** [Ubuntu](https://ubuntu.com) - Popular Linux distribution by Canonical, known for user-friendliness and enterprise support. **Fedora** [Fedora](https://getfedora.org) - Community-driven Linux distribution sponsore [...]

kernel.org December 30, 2025

What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.

[...] act, PyTorch, Llama 4. **[Amazon Web Services](https://aws.amazon.com/opensource/)** - Major OSS infrastructure provider 5. **[Linux Foundation](https://www.linuxfoundation.org/)** - Hosts 750+ open source projects ## Best Products & Services by Category ### Operating Systems & Infrastructure - **[Linux Kernel](https://www.kernel.org/)** - Foundation of most servers - **[Ubuntu](https://ubuntu.com/)** by Canonical - **[Debian](https://www.debian.org/)** - **[Fedora](https://fedoraproject.org/)** ### Cloud Native & Containers - **[Kubernetes](https://kubernetes.io/)** - Container orchestration (CNCF) - **[Docker](https://www.doc [...]

kernel.org December 30, 2025

OpenAI ChatGPT Latest (6 citations)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] , (5) clear licensing (typically [OSI](https://opensource.org/)-approved; see [OSI Licenses](https://opensource.org/licenses)). Many teams also track license identifiers via [SPDX](https://spdx.dev/). --- ## Leading open-source projects (by category) ### Operating systems & core infrastructure - [Linux (kernel)](https://www.kernel.org/) — foundation for most servers, containers, Android, etc. - [Ubuntu](https://ubuntu.com/) (by [Canonical](https://canonical.com/)) — popular Linux distribution for cloud/dev. - [Debian](https://www.debian.org/) — community-run, stability-focused distro powering many others. - [Fedora](https://fedor [...]

kernel.org December 30, 2025

[...] [EnterpriseDB (PostgreSQL)](https://www.enterprisedb.com/), [MariaDB plc](https://mariadb.com/), [ClickHouse, Inc.](https://clickhouse.com/company/) --- ## Recognized experts & thought leaders (representative) - [Linus Torvalds](https://en.wikipedia.org/wiki/Linus_Torvalds) — creator/lead of the [Linux kernel](https://www.kernel.org/). - [Richard Stallman](https://en.wikipedia.org/wiki/Richard_Stallman) — founder of the [Free Software Foundation](https://www.fsf.org/) and the [GNU Project](https://www.gnu.org/). - [Guido van Rossum](https://en.wikipedia.org/wiki/Guido_van_Rossum) — creator of [Python](https://www.python.org/). [...]

kernel.org December 30, 2025

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.

[...] r commercial security tooling you’ll see in many repos: [Snyk](https://snyk.io/) ## 6) “Trusted” projects/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 s [...]

kernel.org December 30, 2025

[...] PostHog](https://posthog.com/) - [Plausible Analytics](https://plausible.io/) - Supply-chain security newcomers/scaleups: - [Chainguard](https://www.chainguard.dev/) ## 8) Influential people to follow (practical + philosophical) A mix of builders, educators, and open-source thought leaders: - [Linus Torvalds](https://www.kernel.org/) (Linux kernel—project hub/source) - [Richard Stallman](https://stallman.org/) (free software philosophy) - [Eric S. Raymond](http://www.catb.org/~esr/) (open source essays/history) - [Bruce Perens](https://perens.com/) (open source advocacy; OSI history) - Working engineers/educators with consiste [...]

kernel.org December 30, 2025

What does the Open Sources Projects industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.

[...] (https://azure.microsoft.com/), [Google Cloud](https://cloud.google.com/) --- ## Best-known products & services (projects that dominate mindshare/usage) *(“Best” here means most widely adopted and influential rather than a single objective ranking.)* ### Operating systems & core infrastructure - [Linux kernel](https://www.kernel.org/) - [Ubuntu](https://ubuntu.com/) - [Debian](https://www.debian.org/) - [Fedora](https://fedoraproject.org/) - [openSUSE](https://www.opensuse.org/) ### Cloud-native / containers / orchestration - [Kubernetes](https://kubernetes.io/) (CNCF) - [containerd](https://containerd.io/) (CNCF) - [Helm](htt [...]

kernel.org December 30, 2025

[...] ](https://www.terraform.io/), though licensing and stewardship varies by project/version—see the [HashiCorp Licensing FAQ](https://www.hashicorp.com/license-faq)) --- ## Influential figures & thought leaders (selected) - Linus Torvalds — [Wikipedia](https://en.wikipedia.org/wiki/Linus_Torvalds) / [kernel.org](https://www.kernel.org/) - Richard Stallman — [Wikipedia](https://en.wikipedia.org/wiki/Richard_Stallman) / [FSF](https://www.fsf.org/) - Guido van Rossum — [Wikipedia](https://en.wikipedia.org/wiki/Guido_van_Rossum) / [Python](https://www.python.org/) - Kelsey Hightower — [Wikipedia](https://en.wikipedia.org/wiki/Kelsey_ [...]

kernel.org December 30, 2025

Google Gemini Flash (latest) (2 citations)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] he backbone of modern computing, powering everything from cloud infrastructure to mobile devices. Below is a comprehensive overview of the current landscape. ### 1. Leading Brands and Products Open-source projects are generally categorized by their utility in the stack: * **Operating Systems:** [Linux Kernel](https://www.kernel.org/) remains the gold standard. Popular distributions include [Ubuntu](https://ubuntu.com/) and [Fedora](https://getfedora.org/). * **Cloud & Infrastructure:** [Kubernetes](https://kubernetes.io/) for container orchestration and [Docker](https://www.docker.com/) for containerization. * **Data Scien [...]

kernel.org December 30, 2025

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.

[...] ical**: The company behind Ubuntu, the most popular open-source OS for cloud and IoT. [Canonical](https://canonical.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.co [...]

kernel.org December 30, 2025

X.AI Grok (latest) (1 citation)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] Hub stars and ecosystem size: | Project | Description | Key Metrics/Source | Official Link | |---------|-------------|-------------------|---------------| | **Linux Kernel** | Core OS kernel powering servers, Android, and supercomputers. | 180k+ stars; [GitHub](https://github.com/torvalds/linux) | [kernel.org](https://www.kernel.org/) | | **Kubernetes** | Container orchestration platform (CNCF project). | 110k+ stars; used by 96% of orgs per [CNCF Survey 2023](https://www.cncf.io/reports/cncf-annual-survey-2023/) | [kubernetes.io](https://kubernetes.io/) | | **React** | JavaScript library for UIs (Meta). | 220k+ stars; top fron [...]

kernel.org December 30, 2025