Linear: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about project management, Linear ranks #5 of 15, a Visibility Score of 46 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.
One category, one race, and Linear is mid-pack.
Where it wins. A 56% mention rate in Project Management means the AI models know Linear exists and surface it reliably. The 'Best overall' prompt theme shows it earns general-purpose credibility, not just niche recognition.
Where it loses. Ranking fifth of 15 and converting first-pick status only 19% of the time means buyers hear the name but the models hand the top recommendation to someone else. Enterprise queries return nothing from Linear at all, so larger deals are invisible to AI-driven discovery.
AI-generated analysis of the September 2026 measurements.
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 Linear. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Linear'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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ChatGPT
Claude
Gemini