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Brand report · September 2026
Codeberg: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about code hosting & collaboration, Codeberg ranks #8 of 15, a Visibility Score of 9 in Code Hosting & Collaboration .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
One arena, rank nine, nearly invisible to AI buyers.
Where it wins. Codeberg holds a 12% mention rate in Code Hosting and Collaboration, which keeps it on the board against 14 rivals. Its strongest foothold is the budget and alternatives conversation, where cost-conscious framing gives it a reason to appear.
Where it loses. A 4% first-pick rate in its only category means AI models treat it as a fallback name, not a recommendation. It is absent from six of the major prompt themes including best overall and enterprise pick, so any buyer asking a sharper question simply never sees it.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Codeberg. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one
Share of Codeberg's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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