How the Spotify Algorithm Works: Discover Weekly, Release Radar and Discovery Mode

Spotify's recommendations run on a published schedule, learn from a taste profile you can edit, and include one feature no other platform offers: artists can trade part of their royalty for more recommendation.

Updated September 2026

How does the Spotify algorithm work?

Spotify doesn't publish its models, but it describes the inputs and the surfaces. As of September 2026:

• Taste profile: built from your listening, saves, playlist adds, follows and skips. It drives Home, Discover Weekly, Radio, Daily Mixes, Blend and Wrapped.
• Collaborative signals: what listeners with similar taste play and save, which is how Discover Weekly finds songs you haven't heard.
• Release Radar: new releases from artists you follow or listen to, plus new tracks picked for your taste, every Friday.
• Discover Weekly: songs new to you, every Monday, with genre choices you can set.
• Discovery Mode: songs artists have opted in get more weight in some personalized contexts, such as Radio and Autoplay, for a commission on those streams.
• Editorial playlists: chosen by Spotify's editors, not by the algorithm, and the target of Spotify for Artists pitching.

How to reset the Spotify algorithm

There's no single reset button. What Spotify offers are tools to change what feeds your taste profile:

• Exclude from your taste profile: on a playlist, open its menu and choose this option, and its past and future listening stop shaping your recommendations. Spotify added the same option for individual tracks in 2025.
• Private session: listening in a private session doesn't feed your recommendations, so it's the tool for music you don't want to shape them.
• Don't play this artist or hide a song: signals that remove specific music from your mixes and recommendations.
• Listen deliberately: play, save and follow the music you want more of. The profile updates from new behavior, so a week of intentional listening shifts it.

Is there a way to reset the Spotify algorithm completely?

Not from inside the app. The only way to start from nothing is a new account with no history, which also means losing your library and playlists. For most people, excluding the playlists that pulled the profile off course, such as sleep sounds, children's music or a party playlist, fixes the problem within a couple of weeks.

How to get on Spotify algorithmic playlists

You can't apply to algorithmic playlists; they're built per listener. What you can do is make it easy for the system to place your music and give it signals to act on.

Release Radar is the most predictable. Spotify for Artists says your followers get songs from a new release in their Release Radar, and that pitching an unreleased song at least 7 days ahead lets you choose which track goes there. Discover Weekly and Radio follow listener behavior: a song that listeners save, add to playlists and play through, rather than skip, is the kind of song these systems recommend to similar listeners. Discovery Mode is the paid route into some of those contexts, if your distributor offers it and the commission makes sense for your catalogue.

What the numbers can and can't do

Public counts shape how a listener reads a track: a song with a play count reads as tested, one with none reads as unknown. That's what Spotify plays change, alongside the monthly listener figure on the artist profile, which Spotify monthly listeners move. Be clear about the limits. Plays don't create saves or playlist adds, and those are the signals recommendations follow. Spotify also polices artificial streaming: its policies say it can remove streams it detects as artificial, withhold royalties and take down tracks, so the risk sits with the release. What counts as a Spotify stream covers how Spotify counts plays in the first place.

Is Discovery Mode worth it?

It depends on whether the extra recommendation brings listeners who stay. The commission applies only to streams in Discovery Mode contexts, so it costs nothing on streams from search, your profile, playlists or anywhere else. Where it works, it's because the song was already holding listeners and the push simply puts it in front of more of them. Where it doesn't, the artist earns less per stream on plays that don't turn into saves or follows.

Spotify says Discovery Mode is available in over 90 markets through participating distributors, and labels access it through Spotify's partnerships team. Check your distributor's dashboard for eligibility; not every artist or track qualifies. Spotify pay per stream explains why a commission on some streams is harder to evaluate than it sounds.

Is YouTube Music's algorithm better than Spotify's?

Neither is better in general, and neither company publishes comparable data. They draw on different inputs. YouTube Music can use a listener's wider YouTube activity, including videos, which helps with live versions, covers and music that exists mostly as video. Spotify has its taste profile controls, the Monday and Friday playlists and, for artists, Discovery Mode and editorial pitching in one dashboard.

For an artist the practical question is where your listeners already are. Promote music on Spotify covers the Spotify side, Spotify monthly listeners explained covers the figure most people read first, and the rest of the catalogue, including Spotify playlist followers, is on the Spotify services page.

Questions people ask about the Spotify algorithm