Spotify says it excluded over 50 million slop and spam tracks from recommendations

Spotify said on October 20 that it has kept more than 50 million slop and spam tracks out of recommendations in 2026. The disclosure puts a scale on its effort to protect music discovery from unwanted content—and distinguishes tracks it stops promoting from those it removes from the service entirely.

The excluded tracks remain available for listeners to seek out, Variety reported. Separately, Spotify said it has removed more than 75 million spammy tracks altogether for serious or repeated rule violations. Those are different enforcement outcomes. Spotify describes the recommendation figure as “slop and spam,” rather than a verified count of recordings made entirely with AI.

Listener skips helped shape the response

The update comes a year after Spotify set out plans to protect artists and listeners from spam, impersonation and deception involving AI. Earlier in 2026, the company examined tracks people skipped, ignored or explicitly said they did not want. It said those tracks consistently overlapped with content identified as slop or spam.

Over the following six months, Spotify updated its recommendation system to reduce that content and surface more music by human artists. Its editors also avoid programming material identified as slop or spam. The company says listener engagement and feedback are combined with upload patterns, metadata—the information attached to a recording—and results from several third-party AI-detection tools.

The search also covers tactics beyond the sound of a song: mass uploads, duplicate recordings, attempts to manipulate search rankings, spammy playlist networks and artificially short tracks. Spotify says it will keep adjusting its systems as those tactics change. The approach therefore draws on how content arrives and circulates, not just whether a detector flags the audio.

Spotify reports a “marked decrease” in listener concerns about this material appearing in recommendations, but gives no percentage for that improvement. It also acknowledges that AI detection has limitations and expects identification to become harder as generative AI develops. Its stated aim is greater confidence about likely slop or spam, not certainty from a single test.

No single signal catches slop or spam on its own, so we combine many: listener engagement and feedback, upload patterns, metadata, and information from multiple third-party AI detection tools.

Spotify, October 20 progress update

AI credits and AI identities get different treatment

Alongside recommendation filtering, Spotify supplied adoption figures for tools introduced over the past year. They address different questions: which parts of a recording involved AI, whether a real person stands behind an artist, and whether the artist’s identity itself is generated.

• AI Credits launched in April. Spotify says artists now submit tens of thousands of credits daily, identifying AI-made roles and instruments. Listeners can find those disclosures in Song Credits within the mobile app’s Now Playing view.
• Verified by Spotify now covers more than 300,000 artists, representing more than 99% of what listeners search for. More than 70% are independent artists. The badge signals that a real, identifiable person is behind the music.
• AI Persona badges now label thousands of profiles whose artist identity is AI-generated. These personas are excluded from editorial and algorithmic recommendations by default, with exceptions such as when a listener follows one.

Royalties and artist profiles are the next line of defense

The stakes extend to artist pay. Morgan Hayduck, CEO of detection-software company Beatdapp, told NBC News that AI slop can enlarge the total stream count used to divide royalties, reducing legitimate rights holders’ shares. That makes unwanted listening a financial issue as well as a discovery problem.

Spotify points to its 1,000-stream royalty threshold, in place since 2024, as another barrier against generating music at scale to divert payouts. It says tracks with indicators of a high probability of AI generation are 10 times more likely to fall below that threshold. That is a company-reported comparison about likely AI content, not every song containing AI assistance.

The next promised expansion gives artists more control before a misattributed release reaches their profile. Thousands have joined the Artist Profile Protection beta, which lets them review incoming releases listing them as an artist and decide what appears on their page. Spotify plans to make that tool available to all artists by the end of 2026; that wider rollout remains ahead.