Spotify Just Released a Host of New Features and You Can Finally Fix Your Own Algorithm

If Spotify’s artist and song suggestions leave you wondering what on earth made the app’s tech think you’d like them, this is for you.

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Spotify has finally decided to let us look under the hood with its new Taste Profile feature, and it’s a massive relief for anyone whose recommendations have been wrecked by a toddler’s obsession with “Baby Shark” or a phase of listening to nothing but brown noise. Instead of just hoping the algorithm eventually figures out you’re over your synth-pop era, you can now jump into a dedicated dashboard and tell the app exactly what to prioritise and what to bin.

It’s a move away from the black box style of curation where you’re at the mercy of whatever a machine thinks you want, giving you a proper set of tools to steer your homepage using plain language. This isn’t just about hiding a few tracks; it’s about actually training the AI to understand your current habits, rather than fixating on the music you liked 5 years ago.

If your Daily Mixes have started feeling more like a chore than a discovery, this new set of controls is the first real chance you’ve had to reset the balance and get your library back on track.

You can now see how Spotify understands your taste.

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For years, Spotify has been quietly building a picture of what you like based on what you play, skip, or repeat. That process has always happened in the background without much visibility. Taste Profile brings that forward. It shows you the patterns behind your listening, including the kinds of music, artists, and styles that shape your recommendations. It’s the first time the system feels a bit more open rather than hidden.

You can directly shape your recommendations.

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The biggest change is that you’re no longer stuck with what the algorithm decides. You can now step in and adjust things when they feel off. If you’re seeing too much of one type of music or not enough of something else, you can guide Spotify in a different direction. That input feeds back into what appears on your homepage and playlists.

It fixes a long-standing frustration with the app.

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A lot of users have experienced the same problem. One phase of listening can take over everything, and suddenly, your recommendations don’t reflect what you actually want anymore. This feature is clearly designed to deal with that. Instead of waiting for the system to correct itself, you can now step in and reset things more quickly.

It works across everything you listen to.

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This isn’t limited to music. Spotify now treats your taste as something that includes podcasts and audiobooks as well. That means your overall listening behaviour is taken into account in one place. Everything feeds into the same profile, which you can now shape directly.

You can adjust things based on how you feel, not just what you’ve played.

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One of the more useful parts of this update is how flexible it is. You’re not locked into your past listening habits. You can guide Spotify based on what you want in the moment. Whether you’re in the mood for something calm, energetic, or completely different, the system can adapt more easily.

It moves away from fully automatic recommendations.

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Streaming platforms have spent years trying to predict what people want without needing much input. The idea was that everything would just work in the background. This update changes that slightly. Spotify is still using its data, but it’s now giving users a way to step in and fine-tune things when needed.

It makes the whole system feel less random.

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One of the biggest complaints about recommendation systems is that they can feel unpredictable. You don’t always know why certain songs appear. By showing how your taste is being interpreted, Spotify makes the process feel more understandable. You can see the patterns rather than guessing them.

It could change how people use the app day to day.

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Instead of just pressing play and letting the app decide everything, users now have a reason to check in and adjust their experience. This could make listening feel more intentional. You’re shaping what you hear rather than just reacting to it.

It also affects personalised features.

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Your Taste Profile doesn’t just sit in one place—it feeds into the playlists and recommendations you see across the app. That means any changes you make can influence things like daily mixes and other personalised features over time.

It’s still early, but it shows where things are going.

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At the moment, the feature is still being rolled out gradually, so not everyone will see it straight away, but the direction is clear. Spotify is moving towards a more flexible system where users have a say in how their recommendations work.

It reflects how people actually listen now.

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Most people don’t have one fixed taste. What you want to hear changes depending on your mood, your routine, or even the time of day. The update recognises that. Instead of locking you into one pattern, it allows your listening to change more naturally.

It’s likely just the start of a bigger change.

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Taste Profile feels like part of a wider change rather than a one-off feature. Spotify is clearly leaning more into personalisation that users can control. If it works well, it’s easy to see more features building on this idea, where the listener has more influence over what they hear.