Spotify has excluded more than 50 million AI and spam tracks from its music recommendations so far in 2026, the Swedish-founded streaming company said on 20 October. The changes are intended to reduce unwanted, low-quality content and give greater visibility to music made by human artists.
The figure does not mean that 50 million tracks have been deleted from the platform. Spotify has separately removed more than 75 million spam tracks altogether for serious or repeated rule violations. That second figure was first announced in September 2025 and covered the previous 12 months. Spotify has not said how many of those deleted tracks were AI-generated. A company spokesperson confirmed to Music Business Worldwide that there is no updated total for full removals.
How Spotify identifies AI and spam tracks
In its 20 October update, Spotify said its new recommendation filters were informed partly by listening behaviour. Tracks frequently skipped, ignored or rejected by users often overlapped with content identified as spam or low-quality, mass-produced music.
The system combines listener feedback, upload patterns, track metadata and information from third-party AI detection tools. Spotify also looks for large batches of uploads, duplicate recordings, manipulation of search results and artificially short tracks. The company acknowledges that AI detection remains imperfect and that no single indicator is reliable enough on its own.
More transparency about AI-generated music
Spotify has expanded measures aimed at distinguishing identifiable performers from artificial artist profiles. It says more than 300,000 artists are now verified, representing more than 99% of what listeners search for on the service. Thousands of profiles believed to represent AI-generated artist identities carry an AI Persona label and are excluded from recommendations by default, unless a listener chooses to follow them.
The company’s AI Credits feature, launched in April, also allows artists to disclose how AI contributed to a track, including specific creative roles or instruments. Spotify says tens of thousands of such credits are now being submitted daily. Its policy does not amount to a blanket ban on music produced with AI tools.
Sweden has already faced a dispute over AI music
The distinction between carrying AI-assisted music and promoting it has already been tested in Sweden. In January, a partly AI-generated song reached the top of Spotify’s Swedish chart but was excluded from the country’s official singles chart under rules applied by the Swedish recording industry. NordiskPost reported on the case at the time.
Spotify’s latest changes focus on where suspicious or unwanted music is promoted, while retaining tools for artists who choose to use AI in their creative process. The company says it will continue adapting its filters as automated uploads and detection methods evolve.
