The key facts

  • More than 50 million tracks classified as AI slop or spam were excluded from Spotify recommendations this year
  • Over 75 million spam tracks were removed from the platform for serious or repeated rule violations
  • More than 300,000 artists received verification badges; thousands of AI artist identities were labeled and excluded from recommendations by default

Massive cleanup of recommendations

On Tuesday, Spotify announced that this year it excluded more than 50 million tracks classified as AI slop or spam from recommendations. The announcement coincided with the anniversary of the introduction of enhanced protections against AI spam and impersonation. The company emphasized that such tracks should not end up in listeners' recommendations.

Removals and exclusions are different measures

In addition to exclusion from recommendations, Spotify removed more than 75 million spam tracks from the platform for serious or repeated rule violations. The company clarified that the 50 million tracks excluded from recommendations were not necessarily removed from the catalog — unlike the removed tracks.

How detection works

Over the past six months, Spotify updated its recommendation system, identifying patterns among tracks that listeners frequently skipped, ignored, or flagged as undesirable. To detect suspicious content, the company combines listener feedback, upload patterns, track metadata, and third-party AI detection tools, while acknowledging the limitations of AI content recognition technologies.

Measures over the past year

Among the measures introduced over the year are AI Credits, which disclose the use of artificial intelligence in music creation, and badges identifying AI-generated artist identities. More than 300,000 artists received Spotify verification badges, and thousands of AI-generated artist identities have been labeled and excluded from recommendations by default.

Impact on payouts

Spotify reported that tracks highly likely created by AI were 10 times more likely to fail to reach the annual threshold of 1,000 plays required for royalties, making large-scale attempts to exploit the payout system less profitable. The company stated that it will continue to update its detection systems as generative AI evolves and spammers adopt new tactics.