How to Reset Your Spotify Algorithm (Using the Controls Spotify Actually Gives You)

Your Discover Weekly is full of sleep sounds. Your Daily Mix thinks you still love the artist from your breakup playlist. Someone borrowed your account for a road trip and now Home is all their music.

There's no single "reset" button for Spotify recommendations. But Spotify does give you a handful of real controls, and used together they get you most of the way. This guide sticks to what Spotify itself documents, with links, so you're not relying on folk theories about secret signals.

What Spotify says shapes your recommendations

Spotify publishes a page on how its recommendations work. The main inputs it lists:

• Your taste profile: what you search for, listen to, skip and save to Your Library.
• Information about you: rough location, device, language, age, and who you follow.
• Trends: what people with similar taste listen to.
• The content itself: genre, release date and similar traits.
• Commercial considerations: for example, artists and labels can flag songs as priorities through Discovery Mode.

Spotify doesn't publish how much each of these weighs, so be wary of anyone claiming to know exact rules. The useful takeaway is simpler: what you play, skip and save is what you can change.

Step 1: Find what's skewing your taste

Before you change anything, find the culprit. It's usually one of these:

• a sleep, rain or white-noise playlist that runs all night
• a study or focus playlist that plays for hours in the background
• one artist you binged for a few weeks and moved on from
• someone else using your account, or your car, or a party speaker

Spotify's own Listening stats (tap your profile picture, then Listening stats) only shows your top artists and songs from the past four weeks. To see the bigger picture, you can use your own data:

1. Request your Extended streaming history from Spotify (here's how).
2. Upload the ZIP to mystats.music. It's free, there's no account, and the history is processed in your browser, never uploaded.
3. Set the timeframe to the last few months and look at your top artists and top songs. Anything up there that you don't actually like is a good candidate for the steps below.
4. Open how you listen to see how often you skip, how much you play on shuffle, and which songs you skip the most.

One note: mystats leaves sleep, focus and white-noise sounds out of your top lists by default (you can switch them back in). Spotify doesn't use mystats' filter, so if you suspect those sounds are shaping your recommendations, switch them back on to see how much you really play them.

Want to see what the dashboard looks like first? Try the demo, including its how you listen page.

Step 2: Exclude playlists and tracks from your taste profile

This is the closest thing to a reset Spotify offers, because it also works on past plays.

How to do it (Spotify's steps):

1. Open the playlist, or find the song.
2. Tap the three dots.
3. Choose Exclude from your taste profile (for a playlist) or Exclude track from your taste profile (for a song).

Spotify says past and future streams from that playlist or of that track "will have less impact on your music recommendations and taste summaries." It takes effect within 48 hours, though Discover Weekly may not change until the following week. Spotify added the per-track option in October 2025; before that it only worked on playlists.

One catch: excluding a playlist only covers plays from that playlist. If you play the same songs from Liked Songs, those plays still count. That's where the per-track option helps.

Bonus: excluded playlists and tracks are also left out of your Wrapped top songs and artists. More on that in how to fix your Spotify Wrapped.

Step 3: Use Private Session for anything you don't want counted

Going to play an artist you'd never normally listen to, or handing your phone to a friend? Turn on a Private session first. Spotify says listening during a Private session "won't affect your recommendations or appear in your Wrapped."

How to turn it on (Spotify's steps):

• Phone: tap your profile picture, then Settings and privacy, then Privacy and social, and switch Private session on under Listening activity.
• Desktop: click your profile picture, then Private session.

It turns off by itself after 6 hours or when you restart the app, so check it's still on if your session runs long. It only covers what you play while it's on; it can't undo past plays (use Step 2 for those).

Good to know: Private session plays still show up in your extended streaming history. Each play has an incognito_mode field that says whether it happened in a Private session. It hides your listening from recommendations and friends, not from your own data export.

Step 4: Tell Spotify what you don't want

Spotify lists several ways to give direct feedback on its recommendations page:

• Not interested / thumbs down / X: on recommendations that offer it, this gets you fewer recommendations like that one.
• Hide a song: in a playlist made by Spotify or someone else, tap the three dots next to a song and choose Hide this song. It's grayed out and skipped in that playlist (Spotify's steps). It can still play in other playlists.
• Snooze a song: Premium users can stop a song being suggested anywhere for 30 days.
• Turn off Autoplay if you don't want Spotify adding similar songs when your album or playlist ends.

Spotify doesn't offer a documented "never play this artist" switch, so for an artist you're done with, exclude the playlists and tracks that keep feeding them in.

Step 5: Steer it toward what you do want

Removing noise is half the job. The other half is giving Spotify clear signals about what you like:

• Play, save and follow the artists you actually want more of. Those are the actions Spotify says shape your taste profile.
• Pick genres for Discover Weekly, ask the DJ for something specific, or try the AI Playlist builder, which Spotify lists as ways to steer your listening.
• Use Smart Shuffle on your favorite playlists if you want fresh suggestions mixed in, or Standard Shuffle if you don't.

If you have Taste Profile (beta)

Spotify is testing a feature called Taste Profile that shows how it reads your taste and lets you describe changes in your own words, like "less sad indie, more jazz." For now it's for Premium users 18 and over in the US and New Zealand, on mobile, according to Spotify's help page and its September 2026 announcement. Tap your profile picture, then Taste Profile, and write what you want under Tell us more.

Spotify says these notes only change your Home recommendations and don't affect your Wrapped.

How long does it take to reset your Spotify algorithm?

Spotify says exclusions take effect within 48 hours and that Discover Weekly may take until the following week. Taste Profile notes can show up on Home within minutes to hours. For everything else, give it a couple of weeks of listening to what you like.

Frequently asked questions

Can you completely reset your Spotify algorithm?

There's no reset button. The closest Spotify offers is Exclude from your taste profile, which lowers the impact of past and future plays from a playlist or track. Combine it with Private Session for future one-offs and feedback like Hide and Not interested.

Does Private Session stop songs from affecting my recommendations?

Yes. Spotify says Private session listening won't affect your recommendations or appear in your Wrapped. It ends after 6 hours or when you restart the app.

Will unliking songs fix my recommendations?

Saving to Your Library is one of the actions Spotify lists, so cleaning out Liked Songs can help. But plays count too, and removing a song from your library doesn't remove the plays. Excluding the track does more.

Why does Spotify keep recommending sleep or study music?

Probably because you play it a lot. Exclude those playlists from your taste profile, and use the per-track option for any of those sounds you play from elsewhere.

Does excluding a playlist also change my Wrapped?

Yes. Spotify says streams from excluded playlists and tracks aren't counted in any Wrapped story or data point, apart from total listening time.