Spotify says it pulled 50 million AI slop and spam tracks from recommendations

Spotify said on 20 October 2026 it has taken more than 50 million slop and spam tracks out of recommendations this year. The figure came in a one-year update on the AI protections the company announced in September 2025 [1][2]. The Verge reports that Spotify has also tuned recommendations to surface more music by human artists [3].

What exactly did Spotify remove?

Spotify says the tracks remain on the platform, while more than 75 million spammy tracks were removed entirely. The removals were for serious or repeated violations of its rules [1]. A Spotify spokesperson told Music Business Worldwide that the 75 million figure is the one it first gave in September 2025, covering the prior 12 months [2].

How does Spotify decide what counts as slop?

Spotify says the tracks listeners skipped, ignored or flagged were consistently ones identified as slop or spam [1]. It says no single signal is enough, so it combines listener engagement and feedback, upload patterns, metadata and multiple third-party AI detection tools [1].

The company concedes that AI detection technology has limitations and will get harder as generative AI evolves [1]. It also says it hunts for tactics such as mass uploads, duplicates, SEO manipulation, spammy playlist networks and artificially short tracks [1].

What else changed for artists?

Spotify says more than 300,000 artists are now verified, covering more than 99% of what listeners search for. More than 70% of them are independent artists [1].

AI Persona profiles, for artist identities believed to be AI-generated, are labelled and excluded from editorial and algorithmic recommendations by default, unless a listener follows them [1]. Spotify says artists submit tens of thousands of AI Credits a day to disclose where AI was used in a song [1].

Our read

Opinion: Hiding slop from recommendations instead of deleting it is a pragmatic line, because detection is imperfect. The open question is the payout pool: as long as AI tracks are streamed at all, human artists share the same pot with them.

What we could not verify

• How Spotify's detection performs; it publishes no false-positive or accuracy figures.
• How many of the 50 million tracks are AI-generated rather than conventional spam.
• An updated figure for tracks removed from the platform since September 2025; Spotify told MBW it is not sharing one.