App Store ratings problem

Apple’s App Store rating system turns some “good” reviews into a problem: for apps sitting above 4.0 stars, a new 4-star rating pulls the average down. (9to5mac.com) Apple says App Store users rate apps on a one-to-five-star scale, and those individual ratings feed the summary score shown on an app’s product page and in search results. That summary is calculated separately by country or region, and developers can reset it when they ship a new version. (developer.apple.com) The complaint from developers is less about arithmetic than behavior. 9to5Mac cited developer Terry Godier saying that if an app has a 4.1 average, a 4-star review works like a negative signal even when the user meant it as praise. (9to5mac.com) That pressure shapes how apps ask for ratings. Apple tells developers to prompt users “at appropriate times” after they complete an action, and its in-app review prompt can appear up to three times in a 365-day period. (developer.apple.com) Developers quoted by 9to5Mac said they feel pushed to collect a large volume of 5-star ratings because review totals affect whether an app gets noticed. Steven Troughton-Smith said skipping Apple’s review-prompt tools would be “editorial suicide” for many apps because featured placement tends to follow a strong body of review data. (9to5mac.com) Apple’s own documentation ties ratings to discovery. The company says ratings and reviews can improve an app’s “discoverability” and “encourage downloads,” and it shows the summary rating both on the product page and in search. (developer.apple.com) The ratings system is also getting more visible inside the store. Apple says that starting with iOS 18.4 and iPadOS 18.4, some U.S. App Store listings in English now show a review summary generated with large language models from user reviews, with broader expansion planned over the year. (developer.apple.com) At the same time, Apple has kept tightening the rules around app review. Its App Review Guidelines say the App Store is a curated marketplace where every app is reviewed, and a November 2025 rules update added a requirement for apps to disclose and get permission before sharing personal data with third-party artificial intelligence services. (developer.apple.com (techcrunch.com) Apple has not announced a change to the star system in its developer documentation. For now, the score users see in search and on the app page still runs on the same five-star math that developers say turns a 4-star compliment into a drag on the average. (developer.apple.com (9to5mac.com)