Track Review Trends Over Time

Reviews are not just a snapshot -- they are a timeline of user experience. Every app update changes the conversation. A bug fix should reduce complaints about crashes. A new feature should generate positive mentions. A UI redesign might trigger initial resistance before acceptance. Tracking these trends over time shows you whether your product decisions are actually improving user satisfaction.

The aggregate_reviews skill analyzes review patterns across time periods, letting you see how themes evolve version by version. You can measure whether a specific release improved or worsened user sentiment, track whether recurring complaints are decreasing, and spot new issues as they emerge. This longitudinal view transforms reviews from a static feedback dump into a dynamic product health monitor that tells you whether you are moving in the right direction.