Spotifys Prompted Playlist lets you micromanage your own algorithm

For years, Spotify's recommendation engine has felt like a mind reader. It quietly tracks what you play, skip, save, and replay, then serves up Discover Weekly, Release Radar, and an endless stream of algorithmically generated playlists designed to know your taste better than you know it yourself.

With its new feature, Prompted Playlist, Spotify is experimenting with a different idea: What if users didn't just receive recommendations, but actively shaped them?

Prompted Playlist, now launching for Spotify users in the U.S., is a new way to create playlists using personalized prompts, allowing listeners to guide Spotify's algorithm with greater intent and context. Instead of starting with a blank playlist or relying entirely on automated suggestions, users can describe what they want and let Spotify build from there.

It's a subtle shift, but one built around the idea of less passive consumption and more collaboration.

How Spotify's Prompted Playlist works

At its core, Prompted Playlist lets users generate playlists by entering a written prompt — anything from a mood or activity to a more imaginative musical direction. Think: "moody indie tracks for a rainy Sunday," "upbeat pop for a post-work walk," or even, "What would my listening look like if I were raised in Argentina?"

What sets the feature apart is what happens behind the scenes. Prompted Playlist draws from a user's entire Spotify listening history, not just recent habits or popular tracks, pulling in years of data — from teenage emo phases to current hyperpop obsessions — to shape something that feels as personal and maleable as your own tastes.

Users can also choose to refresh playlists daily or weekly, allowing them to evolve over time as new music is released, trends shift, and listening habits change, rather than going stale after a few plays.

How is Promptd Playlist any different than Spotify's AI Playlist feature?

At first glance, Prompted Playlist may sound similar to Spotify's existing AI Playlist, which also lets users generate playlists with written prompts. But the two features are built for different kinds of listening and different relationships with the algorithm.

AI Playlist is largely about instant creation, whereas Prompted Playlist is designed to evolve over time.

According to Spotify, Prompted Playlist draws not only on prompt-based input but also on world knowledge, cultural relevance, and the full depth of a listener's platform history. In practice, that means the system matches keywords and interprets context.

When I asked Prompted Playlist to create a reading playlist to accompany This Fatal Kiss by Alicia Jasinska, I specified that I wanted something mystical and soft, serene, with elements of Slavic folklore. As the playlist generated, Spotify surfaced its process in real-time, displaying notes like "analyzing cultural motifs" and "filtering for instrumental sound."

The result was a playlist titled "Slavic Folklore Reading Mix" that leaned heavily on atmospheric, instrumental tracks, alongside classical selections like Tchaikovsky's "Mélodie, Op. 42 No. 3." The emphasis on texture over lyrics made it well-suited for reading, while the Eastern European influences suggested the system was interpreting cultural tone.

Prompted Playlist's access to a listener's full platform history also opens the door to more personalized experiments. When I asked it to generate a playlist featuring the first 25 songs I ever listened to on Spotify, arranged in chronological order, it did exactly that, pulling from my own listening data. (For the record, the first song I ever played on my account on Sept. 12, 2011, was Cher Lloyd's "Swagger Jagger," which feels, in retrospect, deeply on brand.)

How do I make a Prompted Playlist on Spotify?

In the Spotify app, users can start by navigating to the Create Playlist option, where Prompted Playlist will appear as a new choice. From there, Spotify asks for a written prompt describing what you’re looking for — whether that's a mood, activity, aesthetic, or specific listening context.

Once the prompt is submitted, Spotify generates a playlist in real-time, showing brief notes about how it's interpreting your request. After the playlist is created, users can choose to schedule automatic refreshes, setting it to update daily or weekly so the playlist continues to evolve with new music and changing tastes.

The playlist can also be edited like any other Spotify playlist: tracks can be removed, reordered, or saved, and those interactions help fine-tune future updates.