Spotify Removes 50 Million AI Tracks: How It Labels and Fights Spam

Spotify has removed more than 50 million tracks generated by artificial intelligence from user recommendations in order to prioritize music from real artists. In addition, the service has completely removed more than 75 million more tracks for serious or repeated violations of its rules. These changes are aimed at combating spam and low-quality content known as “slop,” which has become more widespread thanks to the rise of AI tools.

How Spotify Detects and Removes “Trash” Music

Spotify has improved its recommendation system by analyzing listener behavior, user feedback, upload patterns, and data from third-party AI detection tools. The company found that tracks that users frequently skip or mark as unwanted are often synthetic content. To improve the accuracy of detecting “slop” and spam, Spotify combines multiple signals, including:

• Listener reactions and behavior.
• Suspicious mass-upload patterns and duplicates.
• Artificially shortened audio files designed to inflate play counts.
• Data from external AI detection systems.

Playlist editors have received clear instructions not to include such content in their selections.

Protecting Artists and Labeling AI Content

Spotify has introduced a number of features to protect artists and provide transparency around the use of AI. By the end of the current year, all performers will gain access to the Artist Profile Protection feature, which will allow them to pre-moderate releases that appear on their official pages, confirming their involvement in collaborations.

In addition, since 2024 there has been a minimum threshold of 1,000 streams for track monetization. This has become the first line of defense for human artists, as AI-generated music is 10 times more likely not to reach this threshold, making it less attractive to bad actors trying to earn royalties.

For transparency about the use of AI in the music process, Spotify uses AI Credits and SongDNA tools. Artists can specify which roles or instruments were created with the help of AI, and listeners can see this information in the Song Credits section on mobile devices.

In 2026, the platform also rolled out other features:

• Verified by Spotify: a badge confirming that the profile belongs to a real person.
• AI Persona badges: thousands of profiles whose identities were generated by AI are now labeled accordingly and are excluded from recommendations by default.
• Artist Profile Protection: protection for profiles against unauthorized addition of other artists’ releases.

Spotify also says it is the only major streaming platform that labels when an artist identity is considered AI-generated.

Other Platforms Fighting AI Content

Spotify is not the only streaming service implementing mechanisms to label content created with artificial intelligence. Similar approaches are used by Deezer and YouTube Music. Deezer began labeling albums with fully AI-generated compositions back in June 2025 and removes such music from recommendations. YouTube Music introduced special labels for music created with AI, which are displayed on the playback screen.

Social networks such as TikTok and Meta also label content created or significantly modified by AI, or require creators to disclose the use of generative tools.