When buyers ask ChatGPT, Claude, and Gemini about product analytics, Mixpanel ranks #2 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.
Strong in analytics, nearly invisible everywhere else.
Where it wins. In Product Analytics, Mixpanel lands a 92% mention rate and holds the second rank across 15 competitors, with nearly 31% of AI responses naming it first pick. That is a real presence, not a courtesy mention.
Where it loses. Session Replay is a different story: a 19% mention rate and rank 8 of 15 signals the models treat this capability as an afterthought for Mixpanel, and four prompt themes including best overall and startup use cases produce no appearance at all.
AI-generated analysis of the September 2026 measurements.
Mixpanel claims Product Analytics and the models back it: #1 of 15 there.
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
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 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.
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 Mixpanel. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Startup & small team · Feature-led ask · 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.
Head-to-head: Mixpanel vs PostHog
Scores are measured from real AI answers, refreshed monthly. Methodology.
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