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Prompted Playlists: Natural Language Search

Users type natural language instructions to generate personalized playlists. Spotify matches prompts to the listener's complete streaming history.

FAQ
March 30, 2026•3 min read
A dynamic mixed-media collage showing a typed music prompt exploding into vinyl records, stopwatch fragments, and vibrant energy waves.

Prompted Playlists are a new AI-powered feature that lets Spotify Premium users generate custom playlists by typing detailed natural language instructions. Instead of browsing genres or moods manually, listeners can describe exactly what they want to hear, and Spotify builds a playlist based on the prompt plus the user's complete listening history.

The feature was announced by Gustav Söderström, Spotify's Co-President and incoming co-CEO, on December 10, 2025. It launched in beta for Premium users in New Zealand first, with global rollout expected throughout 2026.

How Prompted Playlists work

Unlike the earlier AI Playlist feature, Prompted Playlists accept much longer and more nuanced instructions. Users can type something like:

"High-energy pop and hip-hop for a 30-minute run that keeps a steady pace, then eases into relaxing songs for a cool-down."

The system then:

  1. Parses the request for genres, moods, activity type, and pacing
  2. Searches the user's complete listening history (back to day one)
  3. Matches songs that fit both the prompt and the listener's taste profile
  4. Generates a playlist with context explaining why each track was chosen

Users can also tap "Ideas" to pick from pre-written prompts like "songs from artists headlining major tours right now."

What Are the Key Features of Prompted Playlists?

Feature How it works
Prompt editing Refine instructions or start fresh anytime
Song context Each track includes a description of why it was recommended
Refresh schedule Playlists can auto-refresh daily or weekly
Full history access Draws from the listener's entire Spotify history

What this means for artists and labels

Prompted Playlists shift some algorithmic power from Spotify's system to the listener. Users are now explicitly stating what they want, rather than waiting for the algorithm to guess.

Implications for discovery:

  • Metadata precision matters more. When a user prompts for "upbeat indie rock for a morning commute," tracks with accurate genre, mood, and tempo tags are more likely to match.

  • Context-specific music gains an edge. Tracks that fit distinct activities (workouts, study sessions, road trips) become easier to surface because users can now request them directly.

  • Catalog depth becomes valuable. The system pulls from a listener's full history. If your older releases match a prompt, they resurface alongside new music.

What you can not control:

Prompted Playlists are entirely personalized. There is no way to pitch directly to them or guarantee placement. The lever you control is making sure your metadata accurately represents your music's genre, mood, and energy level.

How Prompted Playlists differ from other features

Feature Input Output
Prompted Playlists User-typed natural language Personalized playlist with context
AI DJ None (automated) Voice-narrated mix based on listening history
Radio Seed track or artist Algorithmic queue based on sonic similarity
Discover Weekly None (automated) Weekly new-to-you discovery playlist

The distinguishing factor is user intent. Prompted Playlists are the first personalized surface where listeners explicitly define what they want.

What Is the Current Availability of Prompted Playlists?

As of December 2025, Prompted Playlists are available only to Premium users in New Zealand. Spotify has indicated broader rollout will follow if initial testing is successful.

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