Apple Music is preparing to label songs created with artificial intelligence as the music industry continues to grapple with the rapid rise of AI-generated tracks. A new metadata system called Transparency Tags will allow record labels and distributors to disclose when AI has played a role in creating music, artwork, lyrics, or videos uploaded to the streaming service.
The change reflects a growing push across streaming platforms to bring more visibility to AI-made music. As generative tools become easier to use, AI-generated tracks are increasingly showing up in streaming catalogs, sometimes without listeners realizing how they were created. Apple’s approach focuses on tagging and disclosure through metadata rather than automatically detecting AI content.
Apple Music’s Transparency Tags allow distributors to flag AI involvement in four specific parts of a release:
-
Artwork > AI-generated album or single artwork
-
Track > AI-generated or AI-assisted sound recordings
-
Composition > AI-written lyrics or musical composition elements
-
Music video > AI-generated visual content in music videos
The system builds on existing metadata fields already used for artist names, genres, and credits. Labels and distributors can apply one or multiple tags depending on how AI was used in a release.
For now, the tags appear to be optional. Apple reportedly notes that if no AI tags are applied, the content is assumed to be human-created. That means the system relies on labels and distributors to accurately report AI usage when submitting music to Apple Music.
Apple says the goal is to create more transparency across the music ecosystem as generative AI tools become more common in music production. The company also indicated that content providers will determine what qualifies as AI-generated or AI-assisted, similar to how they already manage other metadata categories.
The move comes as streaming platforms face increasing pressure from artists and listeners to clarify how AI is used in music creation. A 2025 study by Deezer and Ipsos found that 97 percent of people surveyed could not distinguish AI-generated songs from human-made ones, while 80 percent said they want clear labeling when AI is involved.
Other platforms are experimenting with different approaches. Deezer has built its own detection systems to identify AI-generated tracks automatically, though those systems are not always fully accurate. Spotify has taken a similar route to Apple by allowing labels and rights holders to disclose AI involvement through metadata.
The scale of the issue is growing quickly. Deezer has reported receiving more than 60,000 fully AI-generated tracks per day in early 2026, with synthetic content accounting for a significant portion of uploads across streaming services.
Apple’s Transparency Tags are positioned as an early step toward clearer industry standards. Whether the voluntary system will lead to consistent labeling depends largely on how actively labels and distributors adopt the new tags when uploading music to Apple Music.
(via Music Business Worldwide)
