Spotify has removed more than 50 million AI-generated tracks identified as "slop and spam" from its recommendations this year, while taking down over 75 million spam tracks from its platform for serious or repeated violations, the company said in a blog post on October 20, 2026. These actions are part of Spotify's efforts to improve user experience by filtering out low-quality and deceptive uploads.
The company spent the past year developing new measures to tackle spam, impersonation, and deception involving AI-generated music. Spotify reviews tracks that listeners frequently skip, ignore, or mark as unwanted, finding these often match content flagged as slop or spam. Over the last six months, it updated its recommendation systems to reduce visibility of such tracks and its editorial teams avoid programming content identified as spam. Spotify uses multiple signals, including listener engagement, upload patterns, metadata, and third-party AI detection tools to identify problematic uploads.
This move comes amid growing challenges in detecting AI-generated content as generative AI technologies advance. Spotify acknowledged the limitations of current AI detection methods and the increasing difficulty in identifying AI-generated music. The company’s approach contrasts with relying on a single AI detector, instead combining various data points to maintain platform integrity and user trust in its recommendations.
Spotify’s efforts to combat spam and AI-generated low-quality content reflect broader industry concerns about the impact of generative AI on digital platforms. The company’s blog post on October 20, 2026, detailed these initiatives, marking a significant step in addressing AI-related content challenges on streaming services.