How AI search sees GitHub
Independent measurement of GitHub's visibility across ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek. Updated May 17, 2026.
AI Presence
Mean per-engine brand mention rate
% of prompts where any engine mentioned the brand
Brand mention share vs competitors
Which AI engines recognise GitHub
Each engine's mention rate across the 5 industry-specific prompts we ran.
- OpenAI ChatGPT100
- Anthropic Claude100
- Google Gemini100
Industry prompts tested
We asked each AI engine these questions and measured whether GitHub came up.
- 1
What are the best version control systems for large teams working on open source projects?
100% mentioned GitHub - 2
Can you compare code hosting services that support CI/CD integration?
100% mentioned GitHub - 3
What are some reliable collaboration tools for remote software developers?
100% mentioned GitHub - 4
Are there alternatives to popular platforms for managing software development workflows?
100% mentioned GitHub - 5
Which version control system is best for startups focused on agile development in Europe?
100% mentioned GitHub
Competitor landscape
Companies AI engines mention alongside GitHub when asked industry-relevant queries.
Web presence for GitHub
External footprint signals that AI engines tend to pull citations from. Average: 38/100.
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This is an independent AEO analysis by FixAEO. GitHub is not affiliated with, endorsed by, or has reviewed this report. Scores reflect our automated measurements on May 17, 2026. Methodology details: /methodology/.
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