4 AI models · 7 ranked · updated this weekPreview data
Best Product Analytics, according to AI (2026).
There is no single answer — the models crown 2 different leaders this week. PostHog holds the consensus #1 at a score of 82, but the model-by-model record below shows a genuinely contested category.
This guide is built from the recorded answers of ChatGPT, Claude, Gemini, Perplexity to the real questions buyers ask about product analytics — 1,340 of them this period, covering 7 tools. We report what the models said, in the order they said it. Nobody paid to be here, and we don't add opinions of our own.
Prefer the raw board? See the full model-by-model ranking — every rank, every score, every week.
The ranked list
PostHog holds the consensus #1 at a score of 82, with ChatGPT and Claude and Perplexity placing it first outright.
It climbed 3 positions at this week's close.
Gemini places Mixpanel at #1, even though it sits at #2 on consensus — a genuine split in the record.
It slipped 2 positions at this week's close.
Amplitude ranks #3 on consensus with a score of 80, scoring best on Gemini (#2).
It slipped 2 positions at this week's close.
Heap ranks #4 on consensus with a score of 67, scoring best on Claude (#4).
It slipped 2 positions at this week's close.
Pendo ranks #5 on consensus with a score of 62, scoring best on ChatGPT (#4).
It climbed 1 position at this week's close.
June ranks #6 on consensus with a score of 53, scoring best on Claude (#5).
It climbed 2 positions at this week's close.
Statsig ranks #7 on consensus with a score of 44, scoring best on ChatGPT (#7).
Every model places it at exactly #7 — full agreement, just not at the top.
It climbed 1 position at this week's close.
During the preview period, the rankings shown are simulated sample data while our measurement pipeline comes online. The format, scoring, and methodology are final — the numbers become live once the crawl begins.
Questions people ask.
What is the best product analytics according to AI?
PostHog holds the consensus #1 this week with a score of 82 out of 100, ahead of Mixpanel. The models don't fully agree: 2 different brands are crowned #1 across the four models.
Which product analytic does ChatGPT recommend first?
ChatGPT currently places PostHog at #1 for product analytics, per this week's recorded answers.
Which product analytic does Claude recommend first?
Claude currently places PostHog at #1 for product analytics, per this week's recorded answers.
How are these rankings measured?
We ask each model the same buying questions every week — 1,340 queries this period — record the full answers, and score each named brand 0–100 by how early and how consistently it appears. Each model is scored independently; the consensus blends all 4. During the preview period the numbers shown are simulated sample data while the measurement pipeline comes online.
Do the AI models agree with each other?
Not fully. The four models crown 2 different #1s this week, and several brands carry wide spreads — the gap between their best and worst model rank. That disagreement is a finding, not noise: different models read different sources.
This is the guide. The record has more.
The full ranking shows every model’s column side by side, 12 weeks of movement, and the methodology behind every number.