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Spotify Adds Taste Profile Editing for Better Recommendations

TSC Desk by TSC Desk
March 14, 2026
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Spotify Adds Taste Profile Editing for Better Recommendations

Image Credits:Klaudia Radecka/NurPhoto (opens in a new window) / Getty Images

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Spotify Unveils New Feature to Refine Music Recommendations

Spotify has announced a new feature that allows users to edit their Taste Profile, a key component in generating personalized music recommendations. Revealed at the SXSW conference by co-CEO Gustav Söderström, this feature is currently in beta and will first be available to Premium users in New Zealand. The move aims to give users more control over their listening experience, addressing long-standing complaints about inaccurate recommendations.

## Spotify’s New Feature

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Spotify’s Taste Profile is an algorithmically generated model reflecting a user’s music preferences. It influences various personalized playlists and features such as Discover Weekly and Spotify Wrapped. The new update will enable users to view and edit their Taste Profile directly within the app. By using natural language prompts, listeners can adjust their preferences, asking for more or less of certain music styles. This change will alter the recommendations displayed on the app’s homepage, potentially enhancing user satisfaction.

Previously, Spotify offered limited options for modifying the Taste Profile, allowing users to exclude specific tracks or playlists. However, these tools were not comprehensive, leading to user dissatisfaction with the app’s recommendations. The new feature aims to offer a more user-friendly and thorough solution.

## Context and Competition

Spotify’s move to enhance personalization comes amidst increasing competition in the music streaming industry. Rivals such as Apple Music and Amazon Music have been investing in similar technologies to improve user engagement. By allowing users to fine-tune their music preferences, Spotify seeks to differentiate itself and retain its user base.

The feature also addresses practical issues faced by users who share accounts with family members. Shared usage often skews the Taste Profile, leading to recommendations that do not accurately reflect individual preferences. By enabling edits, Spotify aims to provide a more tailored experience, even in shared account scenarios.

## Industry Implications

This development underscores a broader trend towards personalization in digital services. As consumers demand more control over their digital experiences, companies are increasingly focusing on customization features. Spotify’s initiative is a response to this demand, potentially setting a precedent for other platforms.

The rollout of the Taste Profile feature in New Zealand is expected to be a testing ground before expanding to other markets. If successful, it could enhance Spotify’s competitive edge by improving user satisfaction and engagement. This move highlights the importance of user feedback in shaping product development, particularly in the tech industry.

Spotify plans to expand the feature to additional markets following its initial launch. The company’s focus on enhancing user experience through personalization could influence similar strategies across the industry, as companies strive to meet the evolving expectations of their audiences.

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TSC Desk

The TSC News Desk is the core of Tech Scoop Canada — a focused editorial team dedicated to covering the most important stories in Canada’s technology and startup ecosystem. Our writers, editors, and analysts work with accuracy and clarity to bring readers reliable, timely, and meaningful coverage. From Canadian startup funding rounds to policy developments shaping innovation, the TSC News Desk tracks the companies, founders, and technologies moving the country forward. With a commitment to journalistic integrity and a deep understanding of Canada’s tech landscape, the team ensures readers stay informed and ahead of the curve. TSC News Desk is where Canadian innovation meets trustworthy reporting.

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