Spotify Enhances Algorithms to Combat Low-Quality and Spam Tracks
In 2026, Spotify eliminated 50 million tracks from its recommendation system, targeting content flagged as spam or of low quality. The streaming giant continues refining its detection algorithms to address the growing presence of AI-created music, though it has not confirmed whether these tracks were permanently deleted from the platform.
Over the past six months, Spotify updated its algorithms to prioritize songs by authentic artists. Platform editors now exclude tracks identified as spam or poor-quality from curated playlists. Since implementing these changes, user complaints about spam have noticeably decreased, indicating the effectiveness of these new measures.
To identify spam content, Spotify analyzes:
- Track metadata
- Listener feedback
- Patterns in content uploads
- External tools designed to detect AI-generated music
Previously, in September 2025, Spotify reported removing over 75 million spam tracks due to serious or repeated policy violations. The effort to purge spam continues, but the company has not released updated totals on removed content.
Advancing AI-Based Music Tools and Their Impact
Spotify is also investing in AI-driven tools for creating covers and remixes. The project Breaking Rust attracts around 700,000 monthly listeners, while other similar initiatives exceed 100,000 listeners. In July 2025, the top ten AI artists on Spotify collectively earned approximately $2.4 million.
Currently, Spotify does not offer users an option to filter out AI-generated music. In contrast, Deezer plans to enable full filtering of AI audio by the end of 2026. Bandcamp largely bans AI content, while Tidal does not pay royalties for fully AI-produced tracks.
Daily, Spotify receives tens of thousands of tags indicating AI involvement in musical tracks. Some virtual performers are labeled with an AI Persona tag; by default, their songs are excluded from recommendations and editorial playlists unless listeners explicitly follow them. A minimum threshold of 1,000 streams is required to earn royalties, and tracks suspected of AI creation are ten times more likely to fall short of this mark.
More than 300,000 verified genuine artists are registered on Spotify, representing over 99% of the artists users search for on the platform. By the end of 2026, Spotify aims to expand its song verification tools to cover all musicians, further enhancing content quality.
These improvements in Spotify’s algorithms and the removal of substandard content promise a better listening experience by reducing spam and elevating music recommendations. Meanwhile, the growth of AI-powered tools highlights the increasingly significant role technology plays in shaping how music is created and consumed worldwide.
As Spotify continues to refine its approach to managing AI-generated music, it's worth noting how other platforms, like YouTube Music, are implementing their own strategies to assist listeners in distinguishing AI-created tracks. For a deeper understanding of these evolving practices and their implications for the music industry, check out how YouTube Music is labeling AI-generated songs.