Photo Credit: Sergei Bezborodov
Spotify has removed more than 50 million tracks identified as AI-generated “slop” or spam from its recommendations in 2026, as the streaming platform intensifies its efforts to protect human artists from deceptive content and low-quality uploads.
Announced on 20 October as part of a one-year update on tackling AI music, impersonation, and streaming manipulation, Spotify excluded 50 million AI “slop” and spam tracks from its recommendations. It also fully removed over 75 million spam tracks for severe violations, though users can still search for the recommended-excluded tracks.
Spotify uses signals like listener engagement, metadata, upload patterns, and third-party AI detection to identify suspicious uploads. It targets tactics like mass uploads, duplicate recordings, SEO manipulation, spam playlists, and short tracks.
However, Spotify acknowledges AI detection limitations. To improve transparency, over 300,000 artists (representing 99% of search queries and over 70% independent musicians) hold a Verified by Spotify badge. Additionally, Spotify launched AI Credits for artists to attribute AI contributions and AI Persona badges to mark AI-generated identities, which are excluded from recommendations by default.
Spotify reported that highly probable AI-generated tracks are ten times more likely to miss its 1,000-stream annual royalty threshold. Introduced in 2024, this threshold blocks non-qualifying tracks from earning recording royalties, aiming to curb payout exploitation from mass uploads. This move reflects industry-wide debates over generative AI’s effect on music discovery, earnings, and audience trust.
