Umami: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about product analytics, Umami ranks #15 of 15, a Visibility Score of 6 in Product Analytics .
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.
Last-place finisher surfacing only when buyers want cheaper options.
Where it wins. Umami earns a 10% mention rate specifically when buyers are hunting for budget alternatives or free tools, which is a narrow but real foothold against PostHog and Plausible.
Where it loses. A 0% first-pick rate and absence from 7 of 8 prompt themes means AI models never lead with Umami, and it disappears entirely when buyers ask about best-overall, enterprise, startup, or feature-specific tools.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Umami. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one
Share of Umami'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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