Reviewers see Amplitude as a strong product analytics tool for understanding user behavior, funnels, retention, and customer journeys without heavy engineering help. They repeatedly praise its intuitive dashboards, self-service reporting, cohorting, real-time data, and straightforward event tracking, with one user saying setup took less than a day. Founders of
Glam AI and
Nodey say it helps them spot drop-offs, measure adoption, and decide what to build next. Main complaints: high cost, some interface changes, feature complexity, and slower performance on large datasets.