Recommendations with reasoning
App Store discovery has historically suffered from an opacity problem: an app was recommended or featured without the user understanding why. With App Notes, announced at WWDC 2026, Apple introduces a direct answer to this criticism: each recommendation is accompanied by a brief note explaining the connection between the user's interests or habits and the suggested app. TechRepublic reports the feature among the main App Store updates presented at the keynote.
Personalized Collections group apps into categories dynamically built around detected interests, offering thematic affinity browsing as an alternative to the traditional editorial structure. This approach brings the App Store closer to the recommendation systems already present in Apple Music and Apple Podcasts, extending personalization logic to the app store itself.
Privacy and personalization
Apple did not publicly detail interest inference mechanisms at the keynote, but consistency with the Apple Intelligence strategy suggests the user profile is built on-device and not shared with third parties. This matters: if discovery personalization goes through the cloud, it introduces privacy expectations that the company has accustomed users not to have. Technical sessions running this week at WWDC should clarify the underlying architecture.