Apple Music Will Start Labeling Songs Made With AI
Apple is developing a "Made With AI" tag for Apple Music that would label songs containing AI-generated content. The feature is expected to roll out later this year and would apply to tracks identified as using AI in their creation, moving beyond the voluntary system Apple introduced earlier in 2025. (Engadget)
In March 2025, Apple Music launched its Transparency Tags system, which asks record labels and music distributors to flag when AI has been used. The system covers four areas: artwork, the track itself, the composition (the underlying song), and music videos. Labels are supposed to apply a tag to each area where AI played a role. (Music Business Worldwide; [Billboard](https://www.billboard.com/pro/apple-music-introduces-ai-song-tagging/; Mashable)
There is a separate tag for tracks where AI generated a significant portion of the audio recording, and another for compositions where AI was used in the songwriting. Despite Apple calling it a "delivery requirement," the system relies on labels and distributors to honestly report their own AI use. In practice, that means disclosure has been voluntary. (Music Business Worldwide)
The new "Made With AI" tag would change that. Instead of relying on labels to opt in, Apple would apply the label to AI-made tracks as a standard part of how the platform works. (Engadget)
Apple is not the only company heading in this direction. Spotify plans to show AI tags in its Song Credits feature, using information that artists have shared through their label or distributor. That approach mirrors the voluntary model Apple's Transparency Tags currently use. (Music Business Worldwide)
The wider music industry is moving the same way. In July 2026, the record industry proposed its own AI labeling system for streaming platforms. Two months earlier, US senators revived a bill that would require AI-generated audio, video, and images to carry labels, meaning mandatory disclosure may not stay in the industry's hands alone. (Music Business Worldwide; Music Business Worldwide)
The scale of the problem is large. Deezer, another streaming service, reported that 75,000 AI-generated tracks are uploaded to its platform every day, making up 44% of all new music added. (Music Business Worldwide)
The shift from voluntary to mandatory labeling raises a practical question that none of these systems fully answer: how do you detect AI-generated content when a label or artist does not report it? Both Apple's Transparency Tags and Spotify's planned Song Credits approach assume that the creator or their representative will disclose AI use upstream. If Apple's "Made With AI" tag becomes a formal requirement, the company would need either a way to detect AI content automatically or an enforcement system to handle cases where disclosure is missing or inaccurate.
The four-category approach in the Transparency Tags system is more thoughtful than a single yes-or-no label. It recognizes that using AI to write a song is different from using AI to generate the audio recording, and that a track might use AI for its cover art while the music itself is fully human-made. Whether the "Made With AI" tag keeps this level of detail or simplifies it into one label will matter to artists who use AI as one tool among many and do not want their work reduced to a simple AI-or-not category.
This is a pattern we have seen before in other industries. A platform introduces voluntary disclosure, participation is uneven, and the gap between what should be disclosed and what actually gets reported eventually drives a move toward mandatory rules. Nutritional labeling on food, safety data sheets for materials, and privacy labels on apps all followed this path. In each case, the hard part was not deciding what the label should say but building a reliable system to trigger it. Apple's move suggests that gap is closing in music streaming, though detecting AI content at the scale of 75,000 new tracks per day per platform is still an unsolved technical problem.
The direction across platforms, industry groups, and lawmakers is clear: mandatory AI content labeling on streaming services is coming. Apple's "Made With AI" tag, if it arrives later this year as reported, would make Apple Music the first major streaming platform to move beyond voluntary disclosure into formal labeling rules. Whether the label helps listeners, treats artists fairly, and can actually be enforced at scale are the questions that will determine whether it becomes a lasting standard or a first attempt that others improve upon.
