How many times was TensorFlow mentioned by AI?

TensorFlow was mentioned 9 times across all AI models analyzed, representing 1.2% of total mentions.

Which AI models mention TensorFlow?

TensorFlow 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 TensorFlow's ranking among mentioned brands?

TensorFlow ranks #35 out of 148 brands analyzed (with 320 web sources also tracked), with a 1.2% share of voice.

What type of entity is TensorFlow?

TensorFlow 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: In which questions is TensorFlow mentioned?

TensorFlow appears in 2 questions: 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."; 2. "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.".

Share of Voice

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About TensorFlow (product)

This page provides details about TensorFlow (product) which was ranked #35 out of 148 in the list of brands (9 mentions (1.2% 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 2 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." 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
tensorflow.org
pytorch.org
huggingface.co/docs/transformers/index
react.dev
kaggle.com/competitions/kaggle-survey-2023/discussion/449483
survey.stackoverflow.co/2023/#most-popular-technologies-professional-developers
opensource.google
huggingface.co

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.

[...] . **Vue.js** [Vue.js](https://vuejs.org) - Progressive JavaScript framework. **Django** [Django](https://www.djangoproject.com) - High-level Python web framework. **Ruby on Rails** [Ruby on Rails](https://rubyonrails.org) - Server-side web application framework. ### **AI & Machine Learning** **TensorFlow** [TensorFlow](https://www.tensorflow.org) - End-to-end machine learning platform by Google. **PyTorch** [PyTorch](https://pytorch.org) - Machine learning framework by Meta AI. **Hugging Face** [Hugging Face](https://huggingface.co) - Platform for sharing and collaborating on machine learning mod [...]

December 30, 2025

[...] [Vue.js](https://vuejs.org) - Progressive JavaScript framework. **Django** [Django](https://www.djangoproject.com) - High-level Python web framework. **Ruby on Rails** [Ruby on Rails](https://rubyonrails.org) - Server-side web application framework. ### **AI & Machine Learning** **TensorFlow** [TensorFlow](https://www.tensorflow.org) - End-to-end machine learning platform by Google. **PyTorch** [PyTorch](https://pytorch.org) - Machine learning framework by Meta AI. **Hugging Face** [Hugging Face](https://huggingface.co) - Platform for sharing and collaborating on machine learning models. **Apache [...]

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.

[...] Search and analytics - Products: Elasticsearch, Kibana, Logstash - Publicly traded (NYSE: ESTC) ### Tech Giants with Major OSS Involvement 1. **[Microsoft](https://opensource.microsoft.com/)** - GitHub owner, major Linux contributor 2. **[Google](https://opensource.google/)** - Kubernetes, TensorFlow, Android 3. **[Meta](https://opensource.fb.com/)** - React, 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 [...]

December 30, 2025

[...] www.postgresql.org/)** - Advanced relational database - **[MySQL](https://www.mysql.com/)** - **[Redis](https://redis.io/)** - In-memory data store - **[Apache Cassandra](https://cassandra.apache.org/)** ### AI/ML Frameworks - **[PyTorch](https://pytorch.org/)** by Meta - Leading ML framework - **[TensorFlow](https://www.tensorflow.org/)** by Google - **[Hugging Face](https://huggingface.co/)** - AI model hub (50M+ monthly users) - **[LangChain](https://www.langchain.com/)** - LLM application framework ## Influential Figures & Thought Leaders ### Founders & Pioneers 1. **[Linus Torvalds](https://gith [...]

December 30, 2025

[...] ://www.eclipse.org/ide/) (from the [Eclipse Foundation](https://www.eclipse.org/)) — mature IDE ecosystem. - [VSCodium](https://vscodium.com/) — community builds of the open-source core of VS Code. ### AI/ML & data science - [PyTorch](https://pytorch.org/) — widely used deep learning framework. - [TensorFlow](https://www.tensorflow.org/) — widely used ML framework. - [scikit-learn](https://scikit-learn.org/) — classic ML algorithms and tooling. - [Jupyter](https://jupyter.org/) — notebooks and interactive computing. - [Hugging Face Transformers](https://github.com/huggingface/transformers) (hosted on [ [...]

December 30, 2025

[...] ns 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 Science & AI:** [PyTorch](https://pytorch.org/) and [TensorFlow](https://www.tensorflow.org/) dominate machine learning, while [Hugging Face Transformers](https://huggingface.co/docs/transformers/index) is the leader in Natural Language Processing. * **Databases:** [PostgreSQL](https://www.postgresql.org/) (relational), [MongoDB](https://www.mongodb.com/commu [...]

December 30, 2025

[...] chestration), [Docker](https://www.docker.com) (Containerization), and [Terraform](https://www.terraform.io). * **Databases:** [PostgreSQL](https://www.postgresql.org), [MongoDB](https://www.mongodb.com), and [Redis](https://redis.io). * **AI/Machine Learning:** [PyTorch](https://pytorch.org), [TensorFlow](https://www.tensorflow.org), and [Hugging Face](https://huggingface.co). * **Development Tools:** [VS Code](https://code.visualstudio.com) and [Git](https://git-scm.com). ### 3. Key Companies and Providers (Platforms) These entities provide the hosting and governance infrastructure that allows [...]

December 30, 2025

[...] rgs 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 frontend per [State of JS 2023](https://2023.stateofjs.com/en-US/) | [react.dev](https://react.dev/) | | **TensorFlow** | ML framework (Google). | 180k+ stars; [ML frameworks leader per Kaggle](https://www.kaggle.com/competitions/kaggle-survey-2023/discussion/449483) | [tensorflow.org](https://www.tensorflow.org/) | | **VS Code** | Code editor (Microsoft). | 160k+ stars; most popular IDE per [Stack Overflow 2023]( [...]

December 30, 2025

[...] s (Meta). | 220k+ stars; top frontend per [State of JS 2023](https://2023.stateofjs.com/en-US/) | [react.dev](https://react.dev/) | | **TensorFlow** | ML framework (Google). | 180k+ stars; [ML frameworks leader per Kaggle](https://www.kaggle.com/competitions/kaggle-survey-2023/discussion/449483) | [tensorflow.org](https://www.tensorflow.org/) | | **VS Code** | Code editor (Microsoft). | 160k+ stars; most popular IDE per [Stack Overflow 2023](https://survey.stackoverflow.co/2023/#most-popular-technologies-professional-developers) | [code.visualstudio.com](https://code.visualstudio.com/) | | **Node.js** | [...]

December 30, 2025

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About TensorFlow (product)

Mentions by AI Model

Source Links

Citations from AI Responses