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Codeberg

AI visibility across 2 industries, with 5 mentions in live AI answers.

Global rank #3,948·Platform·Global·Global score: 78.0·Mentions: 5·Last updated Nov 7Live

Why AI recommends Codeberg

Brand snapshot

Citation summary: As of Nov 7, Trakkr ranks Codeberg #3,948 globally for AI visibility, with a 78.0/100 score across 2 industries and 5 mentions in tracked AI answers.

Track Codeberg's visibility in AI search. See how often ChatGPT, Claude, Gemini, and Perplexity recommend Codeberg when users ask related questions.

Industry

Score

Mentions

Avg Rank

3 mentions · avg pos 7.3

13.4

7.3

2 mentions · avg pos 8.5

6.3

8.5

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Model coverage

ChatGPT

74%

Claude

90%

Gemini

81%

Perplexity

71%

How AI talks about this brand

Codeberg provides a privacy-centric Git hosting and collaboration platform, positioning it as a German-led alternative to mainstream services and driving AI-related mentions around open-source development workflows and code analysis integrations.
Its emphasis on open-source, free hosting, and community governance differentiates it in AI tooling discussions, with developers citing secure code hosting and transparency as competitive advantages for AI model training and data ethics considerations.
Recent trends toward open-source AI and reproducibility elevate Codeberg's visibility in AI-related tech media and developer forums, as organizations seek license-compliant, community-driven platforms for hosting AI/ML projects.

Codeberg vs Competitors

See how Codeberg compares to other brands in Code Repositories

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Git Hosting & Version Control

How Trakkr measures AI visibility

Use the methodology page to understand how Codeberg is scored, and use llms.txt to see the preferred crawl path into the rankings corpus.

Read methodology View llms.txt