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A user on a smartphone screen customizes their Spotify "Taste Profile" with genre and artist preferences.

Editorial illustration for Spotify tests direct customization of Taste Profile for users

Spotify Lets Users Manually Tune Their Music Taste Profile

Spotify tests direct customization of Taste Profile for users

2 min read

Why does this matter for anyone who spends hours scrolling through playlists? While Spotify’s algorithm has long been the silent curator behind the “Made for You” sections, the company is now pulling back the curtain on a feature that has lived in the background. The Taste Profile, a dashboard that surfaces the artists you play most and flags broader listening trends, has traditionally been read‑only.

In a recent demo, the service shows how the same data can be tweaked, letting users nudge the system toward or away from certain sounds. Your podcast feed has filters now, too, meaning the same level of control extends beyond music into spoken‑word content. The move hints at a shift from passive recommendation to active personalization, but it also raises questions about how much influence a listener really has over the machine learning models that drive their daily soundtrack.

Here’s the thing: Spotify is testing a way for users to directly customize their Taste Profile.

Spotify tests letting users directly customize their Taste Profile Your podcast feed has filters now, too. The Taste Profile tells you not only what artists you frequently listen to, but also identifies trends in your listening habits. In a little demo clip, Spotify shows an example Taste Profile that includes the line, "you're also beginning to explore '90s alternative rock." At the bottom of the screen is a box labeled "Tell us more," where you can tell Spotify what you want more or less of, including podcasts. Here you can say things like "I would like to listen to more hip hop" or "I'm training for a marathon and want more high-energy tracks," and Spotify will adjust its recommendations.

Will giving listeners a dial on their own algorithm improve satisfaction? Spotify’s latest test in New Zealand lets Premium users open their Taste Profile, see the artists and trends that shape their mixes, and adjust the weight of each influence. A simple tap on the profile icon, then a selection of Taste Profile from the sidebar, unlocks the interface.

In the demo, a user pushes down on a heavy Bieber presence and watches the recommendation engine respond. Podcast feeds now carry similar filters, extending the concept beyond music tracks. The rollout is limited to a beta group, so broader impact is still unknown.

Critics might wonder whether manual tweaks will override the subtle discoveries that the original algorithm provides. Nevertheless, the experiment offers a tangible way for listeners to voice preferences that were previously inferred. Spotify has not disclosed how long the test will run or whether the feature will expand beyond New Zealand.

For now, the direct customization remains a controlled trial.

Further Reading

Common Questions Answered

How can Spotify Premium users customize their Taste Profile?

Users can access their Taste Profile by tapping the profile icon and selecting it from the sidebar. The new feature allows users to directly adjust the influence of different artists and listening trends, effectively fine-tuning their music recommendations.

What new information does the Spotify Taste Profile reveal about a user's listening habits?

The Taste Profile provides insights into frequently played artists and broader listening trends, such as emerging genre explorations like '90s alternative rock. Users can now see and modify these insights through a new interactive interface.

Where is Spotify currently testing this Taste Profile customization feature?

Spotify is currently testing this new Taste Profile customization feature in New Zealand, specifically for Premium users. The test allows users to directly influence their recommendation algorithm by adjusting the weight of different musical influences.