What is App Store review sentiment?

Review sentiment is the emotional direction of customer feedback: positive, negative, or mixed. At scale, it helps turn hundreds of individual reviews into recurring themes such as praise for simplicity, frustration with pricing, or confusion during onboarding.

Sentiment should be your starting point, not a final verdict: read the reviews behind each cluster, separate loud edge cases from repeated friction, and compare your feedback with competitor reviews. The strongest product and marketing ideas often appear in customers' own words.

Kickstart summarizes your own and competitors' reviews into repeated praise, complaints, and opportunities, with filters by app, country, and rating.