When buyers ask ChatGPT, Claude, and Gemini about product analytics, Mixpanel ranks #1 of 15, a Visibility Score of 83 in Product Analytics (and appears in 2 categories of the index).
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.
Dominant in core category, nearly absent everywhere else.
Where it wins. In product analytics, Mixpanel ranks first among 15 tools with a 94% mention rate, making it the default recommendation across AI models for that category. A score of 82.8 puts meaningful distance between it and the field.
Where it loses. In session replay and heatmaps, Mixpanel scores 13.9 with an 18% mention rate and is missing from four of the most conversion-relevant prompt themes, including startup queries and single-pick recommendations where buyers are closest to a decision.
AI-generated analysis of the July 2026 measurements.
Mixpanel claims Product Analytics and the models back it: #1 of 15 there.
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
Share of each theme's answers that mention Mixpanel. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Share of Mixpanel's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Share of each theme's answers that mention Mixpanel. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · Feature-led ask · If you could pick one · Budget & alternatives
Share of Mixpanel'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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