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Spotify Taste Profile US launch: edit your algorithm in English

· Geeknewz Author

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Spotify’s algorithm has always felt like a roommate who knows your habits a little too well and never asks if your taste changed. On September 23, TechCrunch’s Sarah Perez reported that the company is finally handing US Premium subscribers a way to talk back.

The tool is called Taste Profile. It started as a New Zealand beta after a March SXSW demo from co-CEO Gustav Söderström. Now it is rolling out in Spotify’s biggest market by traffic and revenue, for Premium listeners 18 and up. Open your profile picture, scroll to Taste Profile, and you can see how Spotify currently buckets your music, podcasts, and audiobooks. Under “Tell us more,” you type what you want different in plain language.

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What you can actually change

This is bigger than hitting “don’t play this song.” Spotify says Taste Profile reaches into the same understanding that feeds Home, Discover Weekly, Made for You mixes, and the annual Wrapped spectacle. You can ask for more variety, lean into a genre or era, push the vibe toward something energizing, or dial down a lane that has been polluting the rest of your feed.

The examples Perez highlights are painfully familiar: sleep sounds you stream at night, kids’ music that hitchhiked onto a parent account, or a phase you outgrew but the machine never forgot. Spotify already added a kids-music toggle and some track or playlist exclusions. Taste Profile is the first time the company is inviting you to rewrite the underlying portrait with a sentence instead of a pile of mute buttons.

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A few hours later, Home should feel different

After you send a request, Spotify says the Home page should reflect a different set of suggestions within a few hours. That lag is honest product design. Retraining a taste model midstream is not the same as skipping one track. It also means you should treat the first edit like an experiment: write something specific, live with the new Home for a day, then nudge again if the pendulum swung too far.

The feature is still labeled beta. Spotify did not give TechCrunch a timeline for Free users, other countries, or a full exit from beta. For now it is a Premium US lever, which fits Spotify’s pattern of testing trust features on paying listeners first.

Why this is the interesting fight in streaming

Every major streaming app is racing to feel personal without feeling creepy. Netflix, YouTube, and Apple Music all keep thickening their recommendation stacks. Spotify’s bet here is unusual because it exposes the model’s theory of you and lets you argue with it. That is great when the argument is “less lo-fi study beats.” It is also a new surface for people to overfit their own nostalgia or erase a partner’s influence from a shared account.

If you share a Premium plan, agree on who gets to edit the household taste portrait before someone casually deletes half the living room’s personality.

How to try it without wrecking your week

Geeknewz’s practical advice is to treat Taste Profile like seasoning, not a factory reset. Write one change that maps to a real annoyance: “fewer white-noise tracks at night,” “more 1990s hip-hop, less modern pop-punk,” or “more interview podcasts, fewer true crime.” Wait for Home to move. If Discover Weekly still feels stuck, add a second note instead of dumping a paragraph of contradictory vibes in one go.

Also decide whether you are editing a solo account or a family seat. Shared Premium plans are where taste portraits get weird fast. One partner’s gym playlist can colonize the living-room Home feed for months. Taste Profile finally gives you a sentence-shaped undo, but someone still has to be the adult who clicks send.

Geeknewz take

Taste Profile will not fix every bad recommendation. It will give power users a vocabulary for the complaint they have muttered for years: the app knows what I played, not what I want. Start with one concrete instruction, wait the few hours, and judge Home, not the marketing screenshots. If Spotify keeps the edits durable through Wrapped season, this beta quietly becomes one of the more meaningful listener controls in mainstream streaming.

Source: TechCrunch (Sarah Perez)