Spotify Launches 'Taste Profile' in the US, Giving Users a Window Into Its Recommendation Algorithm

Spotify has launched a new feature called Taste Profile for Premium subscribers in the United States, giving users unprecedented insight into how the streaming platform's recommendation algorithm interprets their listening habits.

The feature lets listeners view a summary of how Spotify understands their musical tastes, based on factors such as listening history and engagement patterns. Users can then reshape those recommendations directly using natural language input, rather than relying solely on passive signals like skips, saves or replays to train the algorithm over time.

The move reflects a broader industry trend toward making recommendation systems more transparent and interactive, as streaming platforms compete on the strength and personalization of their discovery features. Giving users direct, conversational control over recommendations could help address longstanding criticism that algorithmic playlists can feel opaque or repetitive.

Spotify has not said whether Taste Profile will expand beyond Premium subscribers or roll out to markets outside the United States, though features tested with US Premium users have historically served as a proving ground for wider international release.