Spotify Removes 50 Million AI Slop Tracks

Spotify announced progress on efforts to protect artists and listeners on October 24. In 2026 alone, it excluded more than 50 million spam and slop tracks—low-quality generative AI content—from recommendations. It also introduced features to identify artists suspected of being AI-generated and to disclose AI use in music production.

After analyzing tracks that listeners skipped or reported as unpleasant, Spotify found that many tracks with low engagement were spam or slop and revised its recommendation system. Its identification process combines listener reactions and feedback, upload patterns, multiple external AI-detection sources, and metadata analysis. Spotify also set standards for in-house playlist editors to avoid selecting those tracks.

Profiles of artists suspected of being AI-generated display an “AI Persona” badge. The badge is on thousands of profiles and tells listeners that the artist may be AI-generated. Tracks by badged artists are generally excluded from editorial playlists and algorithmic recommendations, except in cases such as when listeners choose to follow them.

Spotify is also rolling out “Verified by Spotify” verification for real artists. Since its introduction in April, more than 300,000 artists have been verified, over 70% of them independent. Verification checks an artist’s ongoing engagement with fans, compliance with Spotify policies, and real-world presence through social media or live activity.

“AI credits” show which parts of music production, such as instruments or roles, involved AI; tens of thousands are registered and displayed each day. “Artist page protection,” designed to prevent unauthorized listings, is available in beta. Artists can review and approve new releases under their names before distribution, helping prevent incorrect or unauthorized content from appearing on their profiles. Spotify plans to make the feature available to all artists by the end of 2026.

Spotify’s “track monetization policy,” introduced in 2024, is intended to make spam and slop less likely to receive a share of revenue. According to Spotify, tracks likely to be AI-generated are 10 times more likely than typical tracks to fall short of the monetization threshold of 1,000 streams per year.

Spotify announced progress on efforts to protect artists and listeners on October 24. In 2026 alone, it excluded more than 50 million spam and slop tracks—low-quality generative AI content—from recommendations. It also introduced features to identify artists suspected of being AI-generated and to disclose AI use in music production.

After analyzing tracks that listeners skipped or reported as unpleasant, Spotify found that many tracks with low engagement were spam or slop and revised its recommendation system. Its identification process combines listener reactions and feedback, upload patterns, multiple external AI-detection sources, and metadata analysis. Spotify also set standards for in-house playlist editors to avoid selecting those tracks.

Profiles of artists suspected of being AI-generated display an “AI Persona” badge. The badge is on thousands of profiles and tells listeners that the artist may be AI-generated. Tracks by badged artists are generally excluded from editorial playlists and algorithmic recommendations, except in cases such as when listeners choose to follow them.

Spotify is also rolling out “Verified by Spotify” verification for real artists. Since its introduction in April, more than 300,000 artists have been verified, over 70% of them independent. Verification checks an artist’s ongoing engagement with fans, compliance with Spotify policies, and real-world presence through social media or live activity.

“AI credits” show which parts of music production, such as instruments or roles, involved AI; tens of thousands are registered and displayed each day. “Artist page protection,” designed to prevent unauthorized listings, is available in beta. Artists can review and approve new releases under their names before distribution, helping prevent incorrect or unauthorized content from appearing on their profiles. Spotify plans to make the feature available to all artists by the end of 2026.

Spotify’s “track monetization policy,” introduced in 2024, is intended to make spam and slop less likely to receive a share of revenue. According to Spotify, tracks likely to be AI-generated are 10 times more likely than typical tracks to fall short of the monetization threshold of 1,000 streams per year.