Spotify filtered 50 million tracks from recommendations. What happened to the other 75 million?
Spotify says it kept more than 50 million slop and spam tracks out of recommendations this year. Its separate platform removal figure has a different meaning.
Spotify said in an October 20 update that it had taken more than 50 million tracks it identifies as slop and spam out of listeners’ recommendations this year. That affects what the service suggests to users; it is separate from Spotify’s figure for tracks removed from its platform altogether.
Spotify also said it had removed more than 75 million spammy tracks from the service for serious or repeated rule violations. The company did not say every track in either count was AI-generated, so describing the 75 million as deleted AI songs overstates its announcement.
Why Spotify changed its recommendations
Spotify said it examined tracks listeners skipped, ignored or said they did not want to hear. It found those tracks were consistently identified as slop or spam. Over the past six months, the company said, it changed its recommendation system to keep such tracks out and surface more music by artists it describes as authentic and human.
The company said its editors follow the same approach and do not program content identified as slop or spam. For automated filtering, Spotify said it draws on listener engagement and feedback, upload patterns, metadata and information from multiple third-party AI detection tools. It acknowledged limits to those tools and said identifying this material will become harder as generative AI develops.
Does filtering mean a track was deleted?
No. Engadget noted that taking a track out of recommendations does not necessarily remove it from Spotify. The distinction matters for listeners who encounter the music through the service’s suggestions and for artists whose tracks compete for attention there. Spotify’s 50 million figure concerns recommendations; its more than 75 million figure concerns tracks taken off the service for rule violations.
Spotify said listener concerns about slop and spam appearing in recommendations fell markedly after the changes. That is the company’s assessment, rather than an independently audited measure of how well the filtering works.
Engadget pointed out another wrinkle in the larger number: Spotify had already cited 75 million removed tracks when it announced AI policy changes in September 2025. Engadget reported that a Spotify spokesperson told Music Business Worldwide the company continued deleting content that seriously or repeatedly broke its rules, but had not provided an updated figure beyond 75 million. The October update therefore does not establish that another 75 million tracks were deleted this year.
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Sources and context
- One Year In: Putting Human Artistry First on SpotifySpotify Newsroom
- Spotify Removes 75 Million Songs Identified as 'AI-Generated Slop or Spam'Rolling Stone
- Spotify pulled 50 million AI slop and spam tracks from its recommendationsThe Verge
- Spotify is dancing around its AI 'slop and spam' problemEngadget
- Spotify Shares Update on ‘AI Spam,’ Says 50M Songs Have Been Removed From RecommendationsBillboard
AI-assisted article checked against the listed sources. NewsJaws did not conduct interviews or attend the reported events.