Reviewers see Amplitude as a strong product analytics tool that helps teams understand user behavior, funnels, retention, and customer journeys without leaning on engineers. Users often praise its intuitive dashboards, cohorting, real-time updates, integrations, and relatively quick event-tracking setup. Several say it supports daily decision-making and sharper product or marketing priorities. The main drawbacks are cost, some slowdowns with large data sets, and a learning curve: interface changes can feel jarring, and combining features is not always straightforward, even if the payoff is strong.