How often is spark.apache.org cited by AI models?

spark.apache.org was cited 2 times by AI models, representing 0.4% of all source citations.

Which AI models cite spark.apache.org?

spark.apache.org is cited by 2 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 spark.apache.org's ranking among source domains?

spark.apache.org ranks #64 out of 194 source domains analyzed (with 120 brands also tracked).

What brands are associated with spark.apache.org?

AI models reference spark.apache.org when discussing brands like Apache Spark, SCALE.

How is source ranking determined?

Sources are ranked by 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.). Sources appearing earlier in AI responses receive higher prominence scores.

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About spark.apache.org (Charity & Non-profit)

This page provides details about spark.apache.org (Charity & Non-profit) which was ranked #64 out of 194 in the list of sources (2 citations (0.4% share)) in answers from AI models (Anthropic Claude Sonnet (latest), Google Gemini Flash (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. This source is referenced for brands: Apache Spark, SCALE.

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Citations

Used by AI Models

Model	Voice	Position	Citations
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Pages from spark.apache.org (1 link)

URL Path	Citations	Position
spark.apache.org	2	18.1

Brands Referenced By This Website (2 brands)

Brand	Voice	Mentions
SCALE	1.4%	6
Apache Spark	0.3%	3

Citations from AI Responses

Anthropic Claude Sonnet (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.

[...] /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 Spark** [Apache Spark](https://spark.apache.org) - Unified analytics engine for large-scale data processing. ### **Content Management Systems** **WordPress** [WordPress](https://wordpress.org) - Powers over 40% of all websites globally. **Drupal** [Drupal](https://www.drupal.org) - Enterprise-grade content management platform. **Joomla** [Jo [...]

spark.apache.org December 30, 2025

Google Gemini Flash (latest) (1 citation)

[...] rms/enterprise-linux). * **HashiCorp:** Provides critical infrastructure tools like [Terraform](https://www.terraform.io/) (though some licenses have recently shifted to [BSL](https://www.hashicorp.com/blog/hashicorp-adopts-business-source-license)). * **Databricks:** Founded by the creators of [Apache Spark](https://spark.apache.org/). * **Canonical:** The company behind [Ubuntu](https://canonical.com/). ### 3. Recognized Experts and Thought Leaders * **Linus Torvalds:** Creator of Linux and Git. [Linux Foundation Profile](https://www.linuxfoundation.org/). * **Kelsey Hightower:** A prominent voice in cloud native and Ku [...]