Spotify is finally letting you 'talk' to its algorithm to fix your music recommendations — here's what's new
Spotify’s AI-driven algorithmic tool, “Taste Profile,” is getting an update that lets users have more control over their recommendations
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Spotify CEO Gustav Söderström just dropped a bombshell at SXSW in Austin: the days of fighting with your "bad" music recommendations are almost over.
In a move that brings ChatGPT-style control to your playlists, Spotify is rolling out a massive update to its Taste Profile. For the first time, you won’t just wonder why the algorithm thinks you love sea shanties — you’ll be able to tell it exactly where it’s wrong.
How the new "Taste Profile" works
Using a built-in Large Language Model (LLM), Spotify is giving users the power to "mold" their recommendations using natural language. According to a recent Spotify blog post, the experience is designed to be conversational:
Article continues below“If something doesn’t feel quite right, you can tell us by flagging when your profile misses the mark—asking for more or less of a certain vibe, or simply sharing what you’re in the mood for.”
In the coming weeks, users will finally have the chance to actually review their curated profile and alter their recommendations to their preferences.
What you can change
This isn't just a "thumbs up/down" button. You’ll get an inside look at how Spotify describes your taste in music, podcasts, and audiobooks, then use prompts to tweak it:
Boost specific artists: "Give me more Sabrina Carpenter, less Doja Cat."
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Refine genres: "Switch my focus from J-Pop to K-Pop this week."
Control the "vibe": Dial back the energy for work or crank it up for the gym.
The feature begins its rollout in the coming weeks, starting exclusively with Premium listeners in New Zealand. After this initial testing phase, the AI-powered Taste Profile is expected to expand to global markets.
Bottom line
Spotify’s Taste Profile is improving to the point where users are gaining more control over what the app advises them to listen to next. Before, they were only able to exclude certain playlists and even individual tracks from affecting what pops up through their recommendations.
With this upcoming update, Spotify users will have more access to their Taste Profile so they can see how it decides what they should listen to next and tell it exactly what they’re looking for.
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Elton Jones came upon the world of AI tools in 2025 and, since then, has learned more about their applications across research, image/audio generation, creative writing, and more. Thanks to these tests, he has acquired the know-how needed to see which ones are the best in key areas and how they can improve their user’s daily habits.
Elton is also a longtime tech writer with a penchant for producing pieces about video games, mobile devices, headsets, and now AI. Since 2011, he has applied his knowledge of those topics to compose in-depth articles for the likes of The Christian Post, Complex, TechRadar, Heavy, ONE37pm, and more.
With a newfound appreciation for all things AI, Elton hopes to make the most complicated topics in that area understandable for the uninformed and those in the know.
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