How often is octoverse.github.com cited by AI models?

octoverse.github.com was cited 2 times by AI models, representing 0% of all source citations.

Which AI models cite octoverse.github.com?

octoverse.github.com 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 octoverse.github.com's ranking among source domains?

octoverse.github.com ranks #99 out of 157 source domains analyzed (with 38 brands also tracked).

What brands are associated with octoverse.github.com?

AI models reference octoverse.github.com when discussing brands like Git, GitHub.

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 octoverse.github.com (Developer Tools)

This page provides details about octoverse.github.com (Developer Tools) which was ranked #99 out of 157 in the list of sources (2 citations (0% share)) in answers from AI models (Anthropic Claude Sonnet (latest), X.AI Grok (latest)) when they were asked the following 1 question: "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. This source is referenced for brands: Git, GitHub.

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Citations

Used by AI Models

Model	Voice	Position	Citations
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Pages from octoverse.github.com (1 link)

URL Path	Citations	Position
octoverse.github.com	2	70.2

Brands Referenced By This Website (2 brands)

Brand	Voice	Mentions
GitHub	80.8%	37
Git	2.3%	4

Citations from AI Responses

Anthropic Claude Sonnet (latest) (1 citation)

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.

[...] [Linux Foundation Research](https://www.linuxfoundation.org/research)** - Industry studies and reports 3. **[CNCF Annual Survey](https://www.cncf.io/reports/cncf-annual-survey-2023/)** 4. **[Stack Overflow Developer Survey](https://survey.stackoverflow.co/2024/)** - 90,000+ developers 5. **[State of the Octoverse](https://octoverse.github.com/)** 6. **[Tidelift State of the Open Source Maintainer](https://tidelift.com/subscription/2023-survey-of-open-source-project-maintainers)** ### Podcasts 1. **[Changelog](https://changelog.com/podcast)** - Software development 2. **[FLOSS Weekly](https://twit.tv/shows/floss-weekly)** - TWiT Networ [...]

octoverse.github.com December 30, 2025

X.AI Grok (latest) (1 citation)

[...] ux-magazine.com/]. - **Podcasts**: "Sustain" [https://sustainoss.org/](https://sustainoss.org/), "Software Engineering Daily" OSS episodes [https://softwareengineeringdaily.com/](https://softwareengineeringdaily.com/). Data current as of mid-2024; ecosystem evolves rapidly—check GitHub's Octoverse [https://octoverse.github.com/](https://octoverse.github.com/) for annual stats. [...]