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How to Label Your AI Music

Yes — in 2026 you should disclose AI when you distribute. The industry standard, DDEX, is granular: you flag AI element by element — vocals, lyrics, composition, mixing, mastering — not one blanket 'AI' stamp. Disclose honestly, and count every genuinely human step, like a real mix and master, as exactly that.

Labeling arrived — and it's not a single on/off switch

Across 2025 and 2026 the major platforms rolled out AI disclosure. Spotify shows AI Credits in a song's details (from April 2026), Apple Music added Transparency Tags (March 2026), Deezer auto-detects and tags fully-AI uploads, and TIDAL now labels fully-AI tracks and makes them ineligible for royalty payment. The EU AI Act's transparency rules become enforceable in August 2026. Underneath all of it sits one metadata standard — DDEX — that carries your disclosure from your distributor to every platform. The important design choice: DDEX rejected the blunt 'AI / not-AI' checkbox in favour of disclosure element by element.

What you actually have to disclose

The DDEX standard lets you declare AI involvement per creative role — vocals, lyrics, composition, production, mixing, mastering, and instrumentation. So a track where Suno wrote the instrumental but you wrote the lyrics and a human mixed it gets disclosed accurately, instead of being lumped into a generic 'AI song.' Two things are worth knowing. On Spotify, disclosing AI does not downrank you or change your royalties — it's informational. And disclosure is separate from detection: platforms scan the audio itself no matter what you tick, so honesty is the only safe policy. What actually gets accounts flagged is a mismatch between what you claimed and what your audio reveals.

'Fully AI-generated' is the label that now costs you

The line the industry is drawing hardest is 'fully AI-generated.' That's the bucket Deezer tags and TIDAL just made ineligible for royalties. The more genuine human contribution your track carries — and can honestly disclose — the better it sits with platforms, and the stronger your position under current US Copyright Office guidance, which rewards human authorship. None of this is about hiding the AI. It's about honestly counting the human work that's really in the track.

A real mix and master is human work you can honestly claim

Here's the practical part. If your song's composition and vocals came from Suno or Udio, those stay disclosed as AI — that's honest, and that's fine. But mixing and mastering are their own DDEX fields, and when a human does them, you disclose them as human, truthfully. That isn't a loophole; it's real creative labour by a person on a real console. It also does the thing a label can't: it makes the track sound like a record instead of an export. Send your stems, a human mixes and masters them through real analog hardware, and you get back both a release-ready track and two credits you can honestly mark 'human.' What it will not do — and no one honest will promise — is scrub AI detection from the underlying audio. Disclose honestly, and make it genuinely good. Do both.

What you'll need

Your stems — Suno Pro and Udio both let you export separated tracks (vocals, drums, bass, music).
A quick note on what's AI and what's human in the track, so you can disclose accurately.
A reference track: one song that sounds the way you want yours to.

Questions

Do I have to label my AI music?

Increasingly, yes. Disclosure is being built into how you distribute — DistroKid already asks during upload, Spotify shows AI Credits, and the EU AI Act's transparency rules take effect in August 2026. It's voluntary on paper in most places today, but the tooling and the rules are both moving toward required, so honest disclosure now is the safe habit.

Will labeling my track as AI hurt my streams or royalties?

On Spotify, no — it's informational and doesn't downrank you or change your royalties. The exception is 'fully AI-generated': TIDAL now labels those and makes them ineligible for royalty payment, and Deezer tags them. The more honest human contribution your track has, the better it sits.

Does a human mix and master make my track 'not AI'?

No — and you shouldn't claim that. If the composition and vocals came from Suno or Udio, they stay disclosed as AI. What changes is that mixing and mastering are separate fields, and when a human does them you disclose those as human, truthfully. Real human work, honestly counted.

Will disclosing AI stop my track from being flagged?

No. Disclosure and detection are separate systems — platforms scan the audio itself regardless of what you tick. So the move isn't to hide it; it's to disclose honestly and make the track genuinely good, so it stands next to human releases on the merits.