GitHub Projects: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about project management, GitHub Projects ranks #11 of 15, a Visibility Score of 6 in Project Management .
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.
Barely surfaces, never leads, and gets forgotten fast.
Where it wins. GitHub Projects does earn a 10% mention rate on 'Best overall' prompts, which keeps it in the conversation at least narrowly. That single foothold is what prevents a complete shutout.
Where it loses. A rank of 11 out of 15 and a first-pick rate of 0% mean AI models treat it as filler, not a recommendation. It is absent from six prompt themes including enterprise, startup, and budget queries, so buyers with any specific context never see it named.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention GitHub Projects. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one · Budget & alternatives
Share of GitHub Projects'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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