Spotify has removed more than 50 million AI-generated slop and spam tracks from its recommendations this year as part of an expanding effort to protect artists and improve the listening experience. The streaming platform revealed the figures on October 20, marking one year since it outlined its strategy to tackle AI spam, impersonation and deception across its service.
The 50 million tracks have been excluded from recommendations rather than necessarily deleted from Spotify altogether. The company says this action comes alongside the removal of more than 75 million spammy tracks from the platform entirely for serious or repeated violations of its rules. The distinction highlights Spotify’s two-pronged approach: preventing unwanted content from reaching listeners while removing material that violates its policies.
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According to Spotify, updates introduced over the past six months have helped its recommendation system identify and limit AI slop and spam. The company examined which tracks listeners repeatedly skipped, ignored or explicitly said they did not want to hear, finding that these behaviors frequently corresponded with content identified as spam or low-quality AI-generated material. Spotify says the changes have produced a marked decrease in listener complaints about such tracks appearing in recommendations, while its editorial teams follow the same standard and do not program content identified as slop or spam.
Identifying the material requires more than a single AI detector. Spotify combines signals from multiple third-party AI detection tools with listener engagement, upload patterns and metadata to identify suspicious releases. Its systems also look for tactics including mass uploads, duplicate recordings, search-engine optimization manipulation, spam-driven playlist networks and artificially short tracks.
Spotify is also expanding its efforts to give listeners more information about who makes the music they hear. Thousands of artist profiles now carry AI Persona badges identifying artists whose identities are AI-generated. These profiles are excluded from editorial and algorithmic recommendations by default, unless a listener follows the artist, for example.
Another initiative, AI Credits, allows artists to disclose which roles and instruments involved AI in a recording’s creation. Since its launch in April, Spotify says artists have been submitting tens of thousands of AI Credits daily. Listeners can already view the disclosures in Song Credits through the Now Playing screen on mobile.
The platform also reported that more than 300,000 artists have received its Verified by Spotify badge, representing over 99% of the artists listeners search for on the service. More than 70% of those verified artists are independent.
Photo: Spotify
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