Spotify has kicked 50 million AI slop tracks out of your recommendations

Finding new music on Spotify is one of those little joys that can turn an ordinary day around. You play a song you love, let the recommendations take over, and occasionally stumble upon an artist you wish you’d discovered sooner. But with AI making it ridiculously easy to produce music in bulk, not everything landing in your recommendations deserves a listen.

Spotify knows this is becoming a problem, and it’s acting on it. The streaming giant has revealed it filtered more than 50 million spammy, low-quality tracks from its recommendations this year. That’s on top of another 75 million tracks it has completely removed from the platform for repeatedly or seriously breaking its rules. And Spotify isn’t stopping there — it wants to make sure actual artists aren’t buried under an endless stream of AI-generated content.

Spotify is getting better at spotting music nobody wants to hear

Rather than looking for AI-created tracks, Spotify has been paying attention to how people actually listen to music. Earlier this year, it noticed that songs listeners frequently skipped, ignored, or actively rejected often overlapped with content flagged as spam or low-quality material. That discovery led to several changes to its recommendation system over the past six months. The goal is explicit: make it easier to discover genuine artists while keeping unwanted content from taking over your playlists.

Of course, identifying AI-generated spam isn’t as simple as running a song through a detector. Spotify now combines listening behavior, user feedback, suspicious upload activity, track information, and multiple AI detection services to identify potentially problematic music. It also watches for tricks such as repeatedly uploading the same music, manipulating search results, and flooding the platform with unusually short tracks. The company says these changes have already reduced complaints about unwanted content appearing in recommendations.

It wants you to know who’s actually behind the music

Cleaning up recommendations is only one part of Spotify’s strategy. The company is also making it easier to understand whether the music you’re hearing comes from a real artist or an AI-generated identity. Its AI Credits feature, introduced in April, lets artists disclose how they used AI during production. Spotify says artists are now submitting tens of thousands of these credits daily.

Meanwhile, Spotify has verified more than 300,000 artists, including many independent musicians. The platform has also begun labeling thousands of AI-generated artist identities, which it generally excludes from recommendations unless listeners choose to engage with them. Artists are getting additional protection, too. A new feature lets them review releases linked to their profiles before those tracks go public. Spotify plans to expand it to all artists by the end of 2026. Importantly, Spotify isn’t banning AI-assisted music altogether. It’s trying to distinguish legitimate creative work from content designed to exploit its platform. For listeners, that could mean fewer questionable tracks interrupting their playlists and a better chance of discovering music that’s actually worth saving.