How many times was GitHub mentioned by AI?

GitHub was mentioned 75 times across all AI models analyzed, representing 100% of total mentions.

What is GitHub's ranking among mentioned brands?

GitHub ranks #1 out of 43 brands analyzed (with 140 web sources also tracked), with a 100% share of voice.

What type of entity is GitHub?

GitHub is classified as a organization,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: Which AI models mention GitHub?

GitHub is mentioned by 5 AI models including Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).

Q: In which questions is GitHub mentioned?

GitHub 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 GitHub (organization,product)

This page provides details about GitHub (organization,product) which was ranked #1 out of 43 in the list of brands (75 mentions (100% share)) in answers from AI models (Perplexity Sonar (with search) (latest), 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
github.com
about.gitlab.com
github.com/sponsors
opencollective.com
github.com/torvalds
github.com/kelseyhightower
github.com/sindresorhus
github.com/mislav
github.com/jessfraz
opensource.guide
changelog.com
githubuniverse.com
cncf.io/kubecon-cloudnativecon-events
github.blog
opensourcefriday.com
firstcontributions.github.io
up-for-grabs.net
choosealicense.com
tldrlegal.com
github.com/cncf/contribute
youtube.com/@LinuxfoundationOrg
youtube.com/@GitHub
youtube.com/@Fireship
goodfirstissues.com
ossinsight.io
docs.github.com/en/pull-requests
docs.gitlab.com/ee/user/project/merge_requests
readthedocs.org
pages.github.com
github.com/features/actions
github.com/advisories
github.com/dependabot
google.github.io/oss-fuzz
mitchellh.com
gvanrossum.github.io
cassidoo.co
cncf.io/blog
github.com/MunGell/awesome-for-beginners
opencv.org/blog/top-github-projects-jan-2025
github.blog/open-source/maintainers/this-years-most-influential-open-source-projects
github.blog/open-source
github.com/khoj-ai/khoj
youtube.com/watch?v=VXgalNcLbG4
youtube.com/c/TechTutorialsWithPiyush
opencv.org/blog
vercel.com
twitter.com/torvalds
twitter.com/kelseyhightower
github.com/KelseyHightower
twitter.com/swyx
github.com/swyx
github.com/explore
github.com/firstcontributions/first-contributions
github.com/trending

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.

[...] nds and resources, here's a comprehensive guide to entering the open source ecosystem: ## Beginner-Friendly Projects **Trusted platforms for beginners include:** - [freeCodeCamp](https://freecodecamp.org) - Open source codebase and curriculum with a "first-timers-only" label for new contributors[GitHub - MunGell/awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - [Exercism](https://exercism.org) - A platform where you can learn multiple programming languages, help others, and receive testimonials[20 Open Source projects you shouldn't miss in 2025 - DEV Community](https://de [...]

December 30, 2025

[...] s[20 Open Source projects you shouldn't miss in 2025 - DEV Community](https://dev.to/anmolbaranwal/20-open-source-projects-you-shouldnt-miss-in-2024-3ja4) - [Oppia](https://www.oppia.org/) - An educational open-source project empowering learners globally with "good first issue" labels for beginners[GitHub - MunGell/awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) ## Recommended Services & Platforms **Infrastructure and development platforms:** - [Appwrite](https://appwrite.io) - An open-source backend platform offering Auth, databases, functions, and storage with excellent [...]

December 30, 2025

[...] ines and architecture documentation[20 Open Source projects you shouldn't miss in 2025 - DEV Community](https://dev.to/anmolbaranwal/20-open-source-projects-you-shouldnt-miss-in-2024-3ja4) - [Fastify](https://www.fastify.io/) - A fast, low-overhead Node.js web framework with good first issue labels[GitHub - MunGell/awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - [Taipy](https://www.taipy.io/) - A Python library for building production-ready applications without requiring web development expertise[20 Open Source projects you shouldn't miss in 2025 - DEV Community](https://d [...]

December 30, 2025

[...] .io/) - A Python library for building production-ready applications without requiring web development expertise[20 Open Source projects you shouldn't miss in 2025 - DEV Community](https://dev.to/anmolbaranwal/20-open-source-projects-you-shouldnt-miss-in-2024-3ja4) ## Key Communities & Resources **GitHub repositories and communities:** - [awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - A curated list of beginner-friendly open source projects organized by technology[GitHub - MunGell/awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - [GitHub Blog - [...]

December 30, 2025

[...] lbaranwal/20-open-source-projects-you-shouldnt-miss-in-2024-3ja4) ## Key Communities & Resources **GitHub repositories and communities:** - [awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - A curated list of beginner-friendly open source projects organized by technology[GitHub - MunGell/awesome-for-beginners](https://github.com/MunGell/awesome-for-beginners) - [GitHub Blog - Open Source](https://github.blog/open-source/) - Resources on influential open source projects and maintainer insights[This year's most influential open source projects - The GitHub Blog](https://git [...]

December 30, 2025

[...] ozilla.org/](https://foundation.mozilla.org/) Known for Firefox and developer tools, heavily invested in open web standards. ### **Free Software Foundation (FSF)** [https://www.fsf.org/](https://www.fsf.org/) Founded by Richard Stallman, champions software freedom and maintains GNU project. ### **GitHub** [https://github.com/](https://github.com/) The largest code hosting platform with over 100 million developers and millions of open source projects. ### **GitLab** [https://about.gitlab.com/](https://about.gitlab.com/) Complete DevOps platform that's also open source itself. ## Essential Platfor [...]

December 30, 2025

[...] ://foundation.mozilla.org/) Known for Firefox and developer tools, heavily invested in open web standards. ### **Free Software Foundation (FSF)** [https://www.fsf.org/](https://www.fsf.org/) Founded by Richard Stallman, champions software freedom and maintains GNU project. ### **GitHub** [https://github.com/](https://github.com/) The largest code hosting platform with over 100 million developers and millions of open source projects. ### **GitLab** [https://about.gitlab.com/](https://about.gitlab.com/) Complete DevOps platform that's also open source itself. ## Essential Platforms & Services ### [...]

December 30, 2025

[...] m/](https://github.com/) The largest code hosting platform with over 100 million developers and millions of open source projects. ### **GitLab** [https://about.gitlab.com/](https://about.gitlab.com/) Complete DevOps platform that's also open source itself. ## Essential Platforms & Services ### **GitHub** Already mentioned - essential for finding and contributing to projects - GitHub Sponsors: [https://github.com/sponsors](https://github.com/sponsors) ### **Open Collective** [https://opencollective.com/](https://opencollective.com/) Platform for transparent funding of open source projects. ### * [...]

December 30, 2025

[...] evelopers and millions of open source projects. ### **GitLab** [https://about.gitlab.com/](https://about.gitlab.com/) Complete DevOps platform that's also open source itself. ## Essential Platforms & Services ### **GitHub** Already mentioned - essential for finding and contributing to projects - GitHub Sponsors: [https://github.com/sponsors](https://github.com/sponsors) ### **Open Collective** [https://opencollective.com/](https://opencollective.com/) Platform for transparent funding of open source projects. ### **Tidelift** [https://tidelift.com/](https://tidelift.com/) Connects companies with [...]

December 30, 2025

[...] open source projects. ### **GitLab** [https://about.gitlab.com/](https://about.gitlab.com/) Complete DevOps platform that's also open source itself. ## Essential Platforms & Services ### **GitHub** Already mentioned - essential for finding and contributing to projects - GitHub Sponsors: [https://github.com/sponsors](https://github.com/sponsors) ### **Open Collective** [https://opencollective.com/](https://opencollective.com/) Platform for transparent funding of open source projects. ### **Tidelift** [https://tidelift.com/](https://tidelift.com/) Connects companies with open source maintainers f [...]

December 30, 2025

[...] nduct template) - Governance patterns (who decides, how releases happen): often documented per foundation/project (e.g., [Apache](https://www.apache.org/) and [CNCF](https://www.cncf.io/)) ## 3) Where open source happens (code hosting + collaboration) Most projects live on one of these forges: - [GitHub](https://github.com/) (issues, PRs, Actions CI, Discussions) - [GitLab](https://about.gitlab.com/) (repos + integrated CI/CD; can be self-hosted) - [SourceHut](https://sourcehut.org/) (minimalist, email-driven workflows) - [Codeberg](https://codeberg.org/) (community-run forge based on [Forgejo](ht [...]

December 30, 2025

[...] ps://slack.com/) ## 4) Tooling you’ll actually use to contribute (recommended products/services) **Version control & workflow** - Learn Git from the canonical docs: [Git Book (Pro Git)](https://git-scm.com/book/en/v2) and [git-scm.com](https://git-scm.com/) - Git hosting features that matter: - [GitHub Pull Requests](https://docs.github.com/en/pull-requests) (how review/merging works) - [GitLab Merge Requests](https://docs.gitlab.com/ee/user/project/merge_requests/) **Issue discovery (“good first issue” finders)** - [goodfirstissue.dev](https://goodfirstissue.dev/) - [Up For Grabs](https://up- [...]

December 30, 2025

[...] odfirstissue.dev/) - [Up For Grabs](https://up-for-grabs.net/) - [First Timers Only](https://www.firsttimersonly.com/) - [CodeTriage](https://www.codetriage.com/) **Documentation toolchain (high leverage for first contributions)** - Hosting/build: - [Read the Docs](https://readthedocs.org/) - [GitHub Pages](https://pages.github.com/) - Static docs frameworks: - [Docusaurus](https://docusaurus.io/) - [MkDocs](https://www.mkdocs.org/) - [Sphinx](https://www.sphinx-doc.org/) **CI/CD (tests that run on every PR)** - [GitHub Actions](https://github.com/features/actions) - [GitLab CI/CD](https [...]

December 30, 2025

[...] - Hosting/build: - [Read the Docs](https://readthedocs.org/) - [GitHub Pages](https://pages.github.com/) - Static docs frameworks: - [Docusaurus](https://docusaurus.io/) - [MkDocs](https://www.mkdocs.org/) - [Sphinx](https://www.sphinx-doc.org/) **CI/CD (tests that run on every PR)** - [GitHub Actions](https://github.com/features/actions) - [GitLab CI/CD](https://docs.gitlab.com/ee/ci/) - Widely used alternatives: - [Jenkins](https://www.jenkins.io/) - [CircleCI](https://circleci.com/) - [Buildkite](https://buildkite.com/) **Funding/maintainer sustainability** - [GitHub Sponsors]( [...]

December 30, 2025

[...] y PR)** - [GitHub Actions](https://github.com/features/actions) - [GitLab CI/CD](https://docs.gitlab.com/ee/ci/) - Widely used alternatives: - [Jenkins](https://www.jenkins.io/) - [CircleCI](https://circleci.com/) - [Buildkite](https://buildkite.com/) **Funding/maintainer sustainability** - [GitHub Sponsors](https://github.com/sponsors) - [Open Collective](https://opencollective.com/) - [Tidelift](https://tidelift.com/) ## 5) Security & trust (increasingly essential in open source) - Coordinated security efforts: [OpenSSF](https://openssf.org/) - Dependency vulnerability database: [OSV](http [...]

December 30, 2025

[...] ure, and the platforms that facilitate global collaboration. Below is a guide to the essential people, products, and communities in the open-source ecosystem. ### 1. Essential Platforms and Tools To contribute, you must be proficient in version control and the platforms where code is hosted. * **GitHub**: The largest host of source code in the world and the primary hub for open-source collaboration. [GitHub Official Site](https://github.com) * **GitLab**: A complete DevOps platform that provides an alternative to GitHub, often preferred for private enterprise instances. [GitLab Official Site](h [...]

December 30, 2025

[...] ucts, and communities in the open-source ecosystem. ### 1. Essential Platforms and Tools To contribute, you must be proficient in version control and the platforms where code is hosted. * **GitHub**: The largest host of source code in the world and the primary hub for open-source collaboration. [GitHub Official Site](https://github.com) * **GitLab**: A complete DevOps platform that provides an alternative to GitHub, often preferred for private enterprise instances. [GitLab Official Site](https://about.gitlab.com) * **Git**: The underlying version control system you must learn to manage code c [...]

December 30, 2025

[...] proficient in version control and the platforms where code is hosted. * **GitHub**: The largest host of source code in the world and the primary hub for open-source collaboration. [GitHub Official Site](https://github.com) * **GitLab**: A complete DevOps platform that provides an alternative to GitHub, often preferred for private enterprise instances. [GitLab Official Site](https://about.gitlab.com) * **Git**: The underlying version control system you must learn to manage code changes. [Git Documentation](https://git-scm.com) * **Bitbucket**: Atlassian’s hosting service, often used by profes [...]

December 30, 2025

[...] If you are just starting, these resources help find "beginner-friendly" projects. * **First Timers Only**: A movement to help newcomers make their first contribution. [First Timers Only](https://www.firsttimersonly.com) * **Good First Issues**: A tool that aggregates easy-to-solve issues across GitHub. [Good First Issues](https://goodfirstissues.com) * **Hacktoberfest**: A month-long celebration of open source that encourages people to contribute. [Hacktoberfest](https://hacktoberfest.com) * **Stack Overflow**: The definitive community for troubleshooting coding errors. [Stack Overflow OSS T [...]

December 30, 2025

[...] New Stack](https://thenewstack.io) * **Opensource.com**: A community-driven site for stories and tutorials about OSS. [Opensource.com](https://opensource.com) * **The Changelog**: A popular podcast that interviews 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-clo [...]

December 30, 2025

### Trusted Brands and Reputable Companies in Open Source These are foundational organizations driving open source adoption, hosting infrastructure, and providing enterprise support: - **GitHub** (owned by Microsoft): The world's largest platform for hosting and collaborating on open source code repositories. [GitHub](https://github.com) - **GitLab**: An all-in-one DevOps platform for Git repository management, CI/CD, and project planning. [GitLab](https://about.gitlab.com) - **Red Hat**: [...]

December 30, 2025

[...] ands and Reputable Companies in Open Source These are foundational organizations driving open source adoption, hosting infrastructure, and providing enterprise support: - **GitHub** (owned by Microsoft): The world's largest platform for hosting and collaborating on open source code repositories. [GitHub](https://github.com) - **GitLab**: An all-in-one DevOps platform for Git repository management, CI/CD, and project planning. [GitLab](https://about.gitlab.com) - **Red Hat**: Pioneers in enterprise open source, known for Linux distributions and cloud-native tools. [Red Hat](https://www.redhat.com) [...]

December 30, 2025

[...] m 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 hosting for open source web projects. [Netlify](https://www.netlify.com), [Vercel](https://vercel.com) ### Influential Experts and Reviewers to Follow Follow [...]

December 30, 2025

[...] //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 hosting for open source web projects. [Netlify](https://www.netlify.com), [Vercel](https://vercel.com) ### Influential Experts and Reviewers to Follow Follow these leaders on platforms like GitHub, Twitter/X, [...]

December 30, 2025

[...] ker.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 hosting for open source web projects. [Netlify](https://www.netlify.com), [Vercel](https://vercel.com) ### Influential Experts and Reviewers to Follow Follow these leaders on platforms like GitHub, Twitter/X, or their [...]

December 30, 2025

{{ entity.value }}

About GitHub (organization,product)

Mentions by AI Model

Source Links

Citations from AI Responses