You can like rain sounds at bedtime without wanting rain sounds in Discover Weekly. You can also be tired of a perfectly good song without wanting Spotify to conclude that you hate everything like it.
Those are different problems, and Spotify gives them confusingly similar controls. To fix Spotify recommendations, first decide whether you want to change what Spotify learns from your listening, what appears on Home, or what plays next. The new Taste Profile Beta handles only part of that job.
Start with where Spotify is getting it wrong
| What’s bothering you? | Start here |
|---|---|
| Sleep music or a particular playlist seems to have taken over your recommendations | Exclude that playlist or track from your taste profile |
| Children’s music is crowding out your own taste | Turn off Include kids and family music in your taste profile |
| Home keeps pushing an old interest, or you want to explore something different | Taste Profile Beta, if your account has it |
| An individual recommendation is a poor fit | Use the recommendation’s feedback option, where offered |
| One song keeps interrupting an otherwise good playlist | Hide it in that playlist; consider Snooze for a temporary wider break |
| Songs you didn’t choose appear during or after your playlist | Check Smart Shuffle and Autoplay |
| Somebody else is listening through your login | Separate the listening accounts before trying to retrain recommendations |
Spotify says searches, listening, skips and saves help shape its interpretation of your taste. Other inputs include who you follow, context such as language and device, and wider listening trends. That means a bad suggestion needn’t come from one identifiable mistake you can delete. Nor is every playlist personalized: some are selected by editors. Your feedback won’t turn an editorial playlist into a personal mix. Spotify explains its recommendation inputs here.
The useful distinction is between I played this for a reason other than discovering music and I don’t want this suggestion. Start with the first if there’s a clear source of misleading listening.
When useful listening is teaching Spotify the wrong thing
Exclusions are separate from the Beta. Spotify announced track and playlist exclusions for Free and Premium users globally on web, desktop, iOS and Android. Here’s its exclusion announcement.
For a sleep or study playlist, open the playlist’s three-dot menu and choose Exclude from your taste profile. For an individual song, open its menu and choose Exclude track from your taste profile.
This reduces the influence of past and future streams on recommendations and taste summaries. It isn’t a playback ban. Playlist exclusion applies to listening through that playlist: playing its songs elsewhere, including Liked Songs, still counts. Use track exclusion when that individual track is the problem wherever you play it.
Allow up to 48 hours; Discover Weekly may not change until the following week. You can reverse the choice through Include in your taste profile or Include track in your taste profile. Spotify says excluded streams stay out of Wrapped’s stories and data points except total listening time. See Spotify’s exclusion rules and timing.
If children’s music is the source
There’s a broader option on mobile and tablet: tap your profile picture → Settings and privacy → Content and display. Under Content preferences, turn off Include kids and family music in your taste profile. Spotify announced this toggle globally for Free and Premium listeners; it also applies to past listening. See the family-music announcement.
Spotify says this removes that category’s influence from personalized recommendations and listening insights, including Wrapped. It leaves the music available to search for and play. Allow up to 48 hours, or the next weekly playlist refresh.
The category has limits. It covers material such as nursery rhymes and family-film soundtracks. It may not cover white noise, sleep sounds, study music, or ordinary pop songs a child likes. For those, use the particular playlist or track exclusion. Spotify describes what counts as kids and family music.
When Home needs a clearer description of what you want
Taste Profile (Beta) lets you read Spotify’s interpretation of your interests and add written guidance. As checked October 31, 2026, Spotify’s announced availability covers Premium listeners ages 18 and older in the U.S. and New Zealand, using the mobile app. It isn’t a universal Free or desktop feature. Spotify’s rollout announcement sets out that scope.
Tap your profile picture → Taste Profile. Under Tell us more, describe the adjustment and send it.
A useful note might be: I’d like more new soul and jazz discoveries, and fewer recommendations based on the workout music I’ve been playing. Or: Show me more history podcasts and fewer celebrity interviews. Those are suggested starting points, not tested commands or promises of particular results.
The Beta changes Home recommendations. Spotify explicitly says it does not affect Wrapped; don’t treat a note as a repair for Discover Weekly or as an account-wide reset. It also cannot follow an artist for you or enforce absolute “always show” and “never show” rules. Spotify’s Taste Profile help page explains these limits.
Spotify’s help page says an update may take minutes; its rollout announcement says changes typically appear within a few hours. Give it time before judging it. You can edit or delete your notes later.
If the menu isn’t available to you, use the matching control in the table above. You don’t need Beta access to make every kind of correction.
When the recommendation itself is the problem
Where Spotify offers Not interested, a thumbs-down, or another recommendation-feedback control, use it on the suggestion you don’t want. Spotify says that feedback leads to fewer similar recommendations. Availability varies by country and plan, so there isn’t one dislike button that appears everywhere. Spotify describes the feedback options.
Be careful with the word hide, though. A control that hides a recommendation and one labeled Hide in this playlist have different jobs.
You like the playlist, but want to stop hearing one song
On mobile, open the song’s three-dot menu in a playlist made by Spotify or someone else. Choose Hide this song or Hide in this playlist (the label varies). The track becomes gray and is skipped there. It can still play in other playlists. In your own playlist, remove it instead.
To undo a hide, use the control beside the hidden track or Show in this playlist in its menu. Premium listeners on mobile can also stop suggestions of that song beyond the playlist. Choose Hide in this playlist, then Don’t suggest this song anywhere for 30 days—Spotify’s Snooze option. Spotify’s hide and unhide instructions show both paths.
Hiding and snoozing do not change your taste profile. Choose them when you want relief from a song, rather than a change to the listening signals Spotify uses. Spotify distinguishes these from exclusion.
If the whole artist is the problem
Open the artist’s profile and its three-dot menu, then choose Don’t play this artist where available. Spotify’s moderator guidance says this blocks the artist’s content across devices. There’s an exception: appearances on another artist’s song or album may remain playable. This is a playback control; the guidance doesn’t promise to remove the artist from every recommendation shown on screen. It also doesn’t erase your history or ban an entire genre. See the accepted Spotify moderator answer.
When Spotify is adding songs you never picked
Before changing your profile, check whether the problem is the way the queue is being filled.
During your playlist: Smart Shuffle mixes recommendations into the session. On Premium mobile, go to your profile picture → Settings and privacy → Playback, then turn off Include Smart Shuffle in play modes. Spotify currently says Smart Shuffle is always active for Free listeners on mobile; the Premium switch is not a universal workaround. Ordinary shuffle rearranges tracks, while Smart Shuffle adds suggestions. Spotify explains the modes and account differences.
After your selection ends: Autoplay continues with similar songs. On mobile or tablet, go to your profile picture → Settings and privacy → Playback and turn off Autoplay. On desktop, open your profile picture → Settings and scroll to Autoplay. Spotify’s Autoplay instructions are here.
Stop the same problem being added again
For a one-off listening detour, Private Session can keep that session from influencing recommendations. On mobile and tablet, go to your profile picture → Settings and privacy → Privacy and social → Private Session under Listening activity. On desktop, use your profile-picture menu → Private session.
Spotify says it applies across your connected devices, but switches off after six hours or when you restart the app. It only covers listening while enabled and won’t repair earlier activity. Because it expires, a recurring sleep playlist is better handled with a persistent exclusion. Spotify explains Private Session’s scope.
If several people use your login, separating their listening is the more durable fix. Premium Family members have their own accounts and login details; the plan is for family members who live together. If you’re already paying for Family, check that everyone is actually using their own account. Spotify describes how Family accounts work. There’s a separate guide to Spotify Family’s household and address-verification rules if you’re considering a change of plans.
If nobody recognizes the activity—and you also see unexpected login emails, playlist changes or playback you can’t control—follow Spotify’s account-security recovery steps. Recommendation settings won’t stop somebody else using the account.
What you can’t wipe clean with a setting
Spotify’s current documented controls do not provide a single button that erases your account’s listening history and rebuilds every recommendation from zero. A September 2026 moderator response still directed a request for that kind of reset to an existing feature idea. Taste Profile Beta steers Home; it doesn’t erase history. See the reset request and moderator response.
Clearing the cache is not a documented taste reset, either. Spotify describes the cache as locally stored audio used to help playback; its clearing instructions address storage and common app issues. Don’t undertake a cache-clearing ritual expecting it to erase what the account has learned. Spotify explains what its cache stores.
For recommendations that feel stale without one obvious cause, deliberately play and save music you want more of, and use feedback on poor suggestions. Those are real signals; there’s no published number of songs or guaranteed deadline that will produce a fresh musical identity.
Start with the most specific correction you can identify, then judge the part of Spotify that control actually changes.