Spotify’s is giving you the keys to its recommendation algorithm with US launch of ‘Taste Profile’
Spotify lets users rewrite their own recommendations in plain English—the first major streaming service to open its algorithm to user control.
Why it matters
A product feature that democratizes algorithmic transparency and user agency over AI-driven personalization. Practitioners building recommendation systems and consumer AI products should watch how Spotify's natural-language control influences user satisfaction and churn.
The key facts
9 to knowTaste Profile rolling out to Premium users in US
Users can view how Spotify models their listening preferences
Natural language interface to reshape recommendations
First major streaming platform to expose recommendation logic to users at scale
Spotify launches 'Taste Profile' feature to US Premium users
Feature enables users to view how the platform understands their musical tastes
Natural language interface allows users to reshape recommendations directly
Rollout begins September 2026
Premium tier feature
Go to the source
TechCrunch AItechcrunch.com
Publisher excerpt: Spotify is rolling out Taste Profile to Premium users in the U.S., letting listeners see how the streamer understands their tastes and use natural language to reshape their recommendations