Major music streaming platforms are implementing new policies to manage the surge of AI-generated content. These strategies include labeling AI tracks, demonetizing fraudulent streams, and enforcing rules against unauthorized voice cloning.

Apple Music introduced optional Transparency Tags in March 2026 for labels to disclose AI use in songs and artwork.

Spotify launched a policy against artist impersonation and deployed spam filters that removed tens of millions of tracks. In April 2026, Spotify released a beta feature for artists to disclose AI use in song credits.

Deezer uses proprietary AI detection tools to identify synthetic music. The service reports demonetizing a high percentage of AI streams linked to fraudulent activity.