AI-generated music is about to become a lot more visible to listeners. In August, Billboard reported that Apple had emailed its partners about Made With AI labels coming to Apple Music later in 2026. Spotify, meanwhile, has been rolling out its own tools for AI disclosure. If you make independent music, now is the time to understand how these systems work, before a label shows up next to your next release.
Apple Music's Made With AI labels
According to Billboard's August 20 report, Apple's new labels will appear on songs tagged as "materially generated using AI." This builds on the AI Transparency Tags that Apple introduced in March. Those tags ask labels and distributors to disclose material AI use across artwork, the track itself, the composition and video. They also cover content made on AI platforms that is "primarily derived from a generative AI service."
Apple has not given an exact launch date yet, only that the labels are coming later this year. Some context helps explain why. In April, Apple Music's Oliver Schusser said that more than a third of monthly deliveries to the service were 100% AI-generated, while those tracks accounted for less than 0.5% of listening. In other words, there is a huge amount of AI music being uploaded, but listeners are barely touching it.
Spotify's AI Credits
Spotify is taking a slightly different route. Its AI Credits feature, currently in beta on mobile, lets artists optionally disclose AI use per role, for example in the lyrics, vocals or production. It works through some distributors, and it is not a single label slapped on the whole track. That is a useful distinction. If you used an AI tool to help with one part of a song but wrote and performed the rest yourself, a per-role credit can tell that story more accurately than a blanket badge.
Spotify's AI Persona badges
The second Spotify tool is about identity rather than process. Announced in August with a rollout from mid-September, AI Persona badges flag artist profiles that are AI-generated identities. They do not describe how the music was made. Music from AI Personas is kept out of personalised recommendations by default. Artists can self-disclose, Spotify may apply the badge itself, and there is an option to appeal.
The move follows the controversy around The Velvet Sundown, an AI band that sparked a big debate about whether listeners should be told when the artist they are streaming is not a real person. The badges are Spotify's answer to that question.
How independent artists should prepare
So what does this mean in practice? A few simple steps will save you headaches later.
Ask your distributor about AI Transparency Tags and AI credits before your next release. Find out which fields they support, how they pass the information on to Apple Music and Spotify, and whether you can update it after a release goes live.
Be honest and specific about your process. If you used AI for artwork, a backing texture or a lyric idea, it is better to know how that will be disclosed than to be surprised when a label appears. If your music is fully human-made, make sure your metadata and profile make that clear too.
Keep your identity clear. If you are a real person making music, your artist profile, photos and bio should reflect that. If you run an AI project, be upfront, because a badge applied by the platform could cost you recommendations anyway.
Finally, expect that listeners will start seeing these labels. Some will not care, others will care a lot. Being transparent from the start keeps their trust.
Getting your releases out properly
All of this disclosure happens at the distribution stage, which is one more reason to work with a distributor that keeps up with platform requirements. DistroKid is a popular choice for independent artists who want their new music on Apple Music, Spotify and the rest without fuss, and you can get 7% off your membership through this DistroKid link.
Would a Made With AI label change whether you listen to a song, or does it only matter how good the track sounds?
