How many times was Python mentioned by AI?

Python was mentioned 20 times across all AI models analyzed, representing 3.4% of total mentions.

What is Python's ranking among mentioned brands?

Python ranks #7 out of 120 brands analyzed (with 194 web sources also tracked), with a 3.4% share of voice.

What type of entity is Python?

Python 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.

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Q: Which AI models mention Python?

Python 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).

Q: In which questions is Python mentioned?

Python appears in 1 question: 1. "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.".

Share of Voice

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About Python (product)

This page provides details about Python (product) which was ranked #7 out of 120 in the list of brands (20 mentions (3.4% share)) in answers from AI models (Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, X.AI Grok (latest)) when they were asked the following 1 question: "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." on Dec 30, 2025 by AI Chat Watch.

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Rank

Voice

Position

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Mentions

Mentions by AI Model

Model	Voice	Position	Mentions
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Source Links

URL	Mentioned By
python.org/psf-landing
python.org
djangoproject.com
stallman.org
pycon.org
events.linuxfoundation.org
pythondiscord.com
community.linuxfoundation.org
en.wikipedia.org/wiki/Guido_van_Rossum
us.pycon.org
gophercon.com
github.com/supabase/supabase
supabase.com
nodejs.org
httpd.apache.org
github.com/torvalds
github.com/gvanrossum
python.org/~guido
github.com/kentbeck

Citations from AI Responses

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.

**Leading open-source projects in 2025** include high-starred GitHub repositories like **Puppeteer** (90.3k stars) for browser automation, **Hoppscotch** (71k stars) for API testing, **Streamlit** (38.7k stars) for Python data apps, **Supabase** (79k stars by Q1, open-source Firebase alternative) [https://github.com/supabase/supabase](https://github.com/supabase/supabase) [https://supabase.com/](https://supabase.com/), and fast-growing low-code tools like **Appsmith**, **NocoDB**, and **AppFlowy**.[Top 20 Rising Git [...]

December 30, 2025

[...] ensource.org) - Steward of the Open Source Definition and community-recognized body for reviewing and approving open source licenses. ### **Eclipse Foundation** [Eclipse Foundation](https://www.eclipse.org) - Hosts over 410 projects focused on development tools, IoT, 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) - [...]

December 30, 2025

[...] Open Source Definition and community-recognized body for reviewing and approving open source licenses. ### **Eclipse Foundation** [Eclipse Foundation](https://www.eclipse.org) - Hosts over 410 projects focused on development tools, IoT, 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 infras [...]

December 30, 2025

[...] se Foundation** [Eclipse Foundation](https://www.eclipse.org) - Hosts over 410 projects focused on development tools, IoT, 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 Can [...]

December 30, 2025

[...] applications in containers. **Terraform** [Terraform](https://www.terraform.io) - Infrastructure as Code tool by HashiCorp. **Ansible** [Ansible](https://www.ansible.com) - Automation platform for configuration management and application deployment. ### **Programming Languages & Frameworks** **Python** [Python](https://www.python.org) - Popular general-purpose programming language. **Node.js** [Node.js](https://nodejs.org) - JavaScript runtime built on Chrome's V8 engine. **React** [React](https://react.dev) - JavaScript library for building user interfaces, maintained by Meta. **Vue.js** [V [...]

December 30, 2025

[...] ons in containers. **Terraform** [Terraform](https://www.terraform.io) - Infrastructure as Code tool by HashiCorp. **Ansible** [Ansible](https://www.ansible.com) - Automation platform for configuration management and application deployment. ### **Programming Languages & Frameworks** **Python** [Python](https://www.python.org) - Popular general-purpose programming language. **Node.js** [Node.js](https://nodejs.org) - JavaScript runtime built on Chrome's V8 engine. **React** [React](https://react.dev) - JavaScript library for building user interfaces, maintained by Meta. **Vue.js** [Vue.js](htt [...]

December 30, 2025

[...] e load balancer/proxy. - [Caddy](https://caddyserver.com/) — modern web server (easy TLS). - [Traefik](https://traefik.io/traefik/) — popular cloud-native ingress/reverse proxy (open-core). ### Developer platforms & languages - [Git](https://git-scm.com/) — dominant distributed version control. - [Python](https://www.python.org/) — general-purpose language with massive ecosystem. - [Go](https://go.dev/) — popular for cloud-native/server tooling. - [Rust](https://www.rust-lang.org/) — memory-safe systems programming. - [Node.js](https://nodejs.org/) — server-side JavaScript runtime. - Compilers/tool [...]

December 30, 2025

[...] ux 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/). - [Mitchell Hashimoto](https://mitchellh.com/) — co-founder of [HashiCorp](https://www.hashicorp.com/); influential in modern infra tooling. - [Kelsey Hightower](https://kelsey.dev/) — prominent educator/advocate in the [Kubernetes](https://kubernetes.io/) ecosystem. (If [...]

December 30, 2025

[...] //www.cncf.io/)) - [FOSDEM](https://fosdem.org/) — huge community-run open source conference in Europe. - [ApacheCon](https://www.apachecon.com/) (by the [Apache Software Foundation](https://www.apache.org/)) - Language/ecosystem conferences (often OSS-heavy): - [PyCon US](https://us.pycon.org/) (Python community; see [Python](https://www.python.org/)) - [GopherCon](https://www.gophercon.com/) (Go community; see [Go](https://go.dev/)) --- ## Active communities & forums (where OSS work happens) - Code hosting/collaboration: - [GitHub](https://github.com/) - [GitLab](https://gitlab.com/) - Q [...]

December 30, 2025

[...] DEM](https://fosdem.org/) — huge community-run open source conference in Europe. - [ApacheCon](https://www.apachecon.com/) (by the [Apache Software Foundation](https://www.apache.org/)) - Language/ecosystem conferences (often OSS-heavy): - [PyCon US](https://us.pycon.org/) (Python community; see [Python](https://www.python.org/)) - [GopherCon](https://www.gophercon.com/) (Go community; see [Go](https://go.dev/)) --- ## Active communities & forums (where OSS work happens) - Code hosting/collaboration: - [GitHub](https://github.com/) - [GitLab](https://gitlab.com/) - Q&A and professional tro [...]

December 30, 2025

December 30, 2025

December 30, 2025

[...] Thought Leaders Influential figures driving open source (links to official profiles/GitHub): | Expert | Contributions | Profile/Source | |--------|---------------|----------------| | **Linus Torvalds** | Linux creator. | [github.com/torvalds](https://github.com/torvalds) | | **Guido van Rossum** | Python creator. | [github.com/gvanrossum](https://github.com/gvanrossum); [python.org/~guido](https://www.python.org/~guido/) | | **Kent Beck** | Agile/TDD; Extreme Programming. | [github.com/kentbeck](https://github.com/kentbeck) | | **Fabio Cicciarelli** | OSS sustainability advocate. | Via [Open Source [...]

December 30, 2025

[...] profiles/GitHub): | Expert | Contributions | Profile/Source | |--------|---------------|----------------| | **Linus Torvalds** | Linux creator. | [github.com/torvalds](https://github.com/torvalds) | | **Guido van Rossum** | Python creator. | [github.com/gvanrossum](https://github.com/gvanrossum); [python.org/~guido](https://www.python.org/~guido/) | | **Kent Beck** | Agile/TDD; Extreme Programming. | [github.com/kentbeck](https://github.com/kentbeck) | | **Fabio Cicciarelli** | OSS sustainability advocate. | Via [Open Source Collective](https://opencollective.com/) | | **Kelsey Hightower** | Kubern [...]

December 30, 2025

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About Python (product)

Mentions by AI Model

Source Links

Citations from AI Responses