Spotify says it has taken major steps to reduce the amount of low-quality AI-generated music and spam appearing on its platform, revealing that more than 50 million tracks identified as “slop and spam” have been removed from recommendations in 2026.
The streaming giant shared the update on October 20 as part of a larger report explaining how it is trying to protect artists and listeners as generative AI becomes increasingly common in music. Spotify says its broader goal is to prioritize authentic human artists while limiting content designed mainly to manipulate recommendation systems, search results or royalty payouts.
Importantly, Spotify did not say that all 50 million tracks were completely deleted from the service. Instead, those songs were removed from recommendation systems and discovery surfaces so they would be less likely to appear automatically in users’ feeds and playlists. Separately, Spotify says it has completely removed more than 75 million spam tracks from the platform for serious or repeated violations of its policies.
The company says it does not rely on one single tool to determine whether a track should be treated as spam or AI-generated “slop.” Its system combines several signals, including listener behavior, upload patterns, metadata, third-party AI detection tools and other platform activity.
Spotify also monitors behavior associated with large-scale content farming. That can include mass uploads, repeated or duplicated recordings, search-engine manipulation, artificially short songs and networks of playlists designed to push tracks in ways that do not reflect genuine listener interest.
Listener feedback has also played a role. Spotify says it studied tracks that users frequently skipped, ignored or actively indicated they did not want to hear. The company found that many of those tracks were also being identified as spam or low-quality AI content, leading Spotify to make additional changes to its recommendation system over the past six months.
Spotify says those updates have already reduced complaints from users about unwanted AI-generated or spam-heavy music appearing in recommendations.
The company is also introducing more tools designed to help listeners understand when AI has been used in music. One of those features is AI Credits, which allows artists and creators to disclose how artificial intelligence was used during the creation of a song. Spotify says tens of thousands of AI-related credits are now being submitted each day.
Another feature is the AI Persona badge, which is used on artist profiles when Spotify believes the artist identity itself was generated using artificial intelligence. The company says it is currently the only major streaming platform labeling AI-generated artist identities in this way.
Spotify has also introduced Artist Profile Protection, a tool that gives musicians more control over what appears on their profile. Participating artists can review releases that list them as a credited artist and decide whether those songs actually belong there. Spotify plans to make the feature available to all artists by the end of 2026.
The move is partly designed to stop fake uploads and impersonation, a problem that has become easier with AI-generated voices and large-scale automated music creation.
Spotify has made it clear that it is not banning artificial intelligence from music entirely. Instead, the company is attempting to separate legitimate creative uses of AI from deceptive or low-effort content designed to exploit the platform.
That distinction is becoming increasingly important as artists, labels and streaming companies debate how AI should fit into the music industry.
Spotify has already entered agreements allowing certain artists and rights holders to participate in licensed AI-powered covers and remixes. Those programs are designed to require consent and compensate participating artists rather than allowing their music or voices to be used without permission.
The company is also using its royalty system as another layer of protection against spam. Since 2024, tracks generally need at least 1,000 streams over the previous 12 months before they can generate recording royalties from Spotify’s royalty pool. According to Spotify, tracks showing a high probability of being AI-generated are about 10 times more likely to fall below that threshold.
Spotify argues that these rules make it more difficult for bad actors to generate huge volumes of low-effort music and use small numbers of streams across thousands of songs to take money away from legitimate artists.
The battle against AI spam is becoming an industry-wide issue. Other streaming companies are taking different approaches. Tidal, for example, has announced policies restricting the monetization of certain AI-generated music as platforms try to determine how to protect human artists without eliminating legitimate technology-assisted creativity.
Spotify acknowledges that detecting AI music will become increasingly difficult as the technology improves. The company says AI detection tools are not perfect, which is why it combines several different types of information rather than depending on automated detection alone.
The streaming platform also expects bad actors to continue changing their methods, meaning its policies and detection systems will need to keep evolving.
For artists, the issue goes beyond whether AI-generated songs exist on Spotify. Large volumes of automated music can compete for recommendation space, search visibility and royalty payments, potentially making it harder for human musicians to reach listeners.
For Spotify, the challenge is finding a balance between allowing legitimate innovation and preventing the platform from being overwhelmed by low-quality, deceptive or mass-produced content.
With more than 50 million spam and AI-heavy tracks removed from recommendations this year and more than 75 million spam tracks removed from Spotify entirely, the company is signaling that it intends to take a much more aggressive approach to protecting its music ecosystem.
Spotify says the work is far from finished, but its message going forward is clear: as generative AI makes it easier than ever to create enormous amounts of music, the platform wants authentic human artists to remain at the center of the listening experience.