Guide · Distribution
How to Distribute AI-Generated Music to Spotify & Apple Music
Updated May 2026 · 10 min read
The landscape for AI music distribution is changing fast. Some distributors accept AI tracks with disclosure; others have quietly introduced AI detection gates that reject flagged submissions before they reach the platform. This guide covers the current state of play and what you need to do to distribute successfully.
#Distributor Policies at a Glance
| Distributor | AI Music | Notes |
|---|---|---|
| DistroKid | Conditional | Requires AI disclosure in upload form; runs detection checks |
| TuneCore | Conditional | Accepts AI-assisted music; AI-only content may be reviewed |
| AWAL | Restricted | Artist-focused; purely AI-generated content not accepted |
| CD Baby | Conditional | Disclosure required; monitored for compliance |
| Amuse | Accepts | Generally accepts AI music; disclosure varies by platform |
| Ditto Music | Accepts | Accepts AI music; apply platform disclosure requirements |
#Streaming Platform Policies
Streaming platforms make their own decisions independent of distributors. A track can pass your distributor's intake process and still be removed by a platform.
- Spotify — Does not categorically ban AI music. Requires disclosure if AI-generated vocals could be mistaken for a human artist. Tracks flagged by internal AI detection may be reviewed or removed.
- Apple Music — No blanket ban; applies similar human-impersonation rules. Quality review may reject tracks with obvious AI artefacts.
- YouTube Music — Most permissive; AI music allowed. YouTube Content ID may flag tracks that closely resemble training data.
- TikTok — Platform for AI music exists but policies on monetisation of AI content are still evolving.
#The Two Gates: Disclosure and Detection
There are now effectively two separate hurdles when distributing AI music:
- Disclosure gate — Human-reviewed. You declare that your track is AI-generated. The distributor or platform decides whether to accept it based on their policy.
- Detection gate — Automated. The platform or distributor runs your audio through an AI classifier. If the confidence score exceeds a threshold, the track may be flagged, reviewed, or rejected — even if you disclosed correctly.
The detection gate is increasingly common and operates independently of disclosure. This means a track you disclosed as AI-generated can still be rejected or removed by automated detection — and conversely, a track with a low detection score may pass even without explicit disclosure (though non-disclosure violates terms of service where required).
#How AI Audio Detection Works
AI music detectors analyse the audio file itself — not metadata or tags. They look for spectral patterns that are statistically characteristic of generative models:
- Specific frequency distributions in the 1–8 kHz range where vocals and instruments interact
- Phase relationships between channels that differ from recorded audio
- Micro-timing uniformity that acoustic instruments wouldn't produce
- Artefacts in the 17–20 kHz range from the model's training codec
Standard mastering (loudness normalisation, EQ, limiting) has almost no effect on these patterns. A dedicated anti-detection processing pipeline is required.
#Preparing Your Track for Distribution
- Master for loudness — Target −14 LUFS / −1 dBTP for Spotify/Apple Music. Use a genre-appropriate preset.
- Apply Anti-AI processing — Reduces AI detector confidence scores by disrupting characteristic spectral fingerprints.
- Scan before submitting — Use Anti-AI Master's built-in scanner to see your detection score before and after processing. Only download if the score drop is satisfactory.
- Export as WAV 24-bit — Most distributors prefer lossless delivery.
- Complete metadata carefully — Set correct genre, mood, and AI disclosure flags per your distributor's requirements.
- Monitor post-release — Tracks can be removed weeks after release if a platform updates its detection models. Check regularly.
#Frequently Asked Questions
Can AI-generated music make money on Spotify?
Yes — Spotify pays streaming royalties on AI-generated tracks that comply with its policies. However, Spotify has removed large volumes of AI content in moderation sweeps, so track stability is not guaranteed.
What happens if my AI track gets removed after release?
Removal typically means lost streams and potential distributor account warnings. In some cases, recurring violations can lead to distributor account suspension. Use Anti-AI processing and keep detection scores low to reduce this risk.
Do I need to disclose AI even if the detection score is low?
Yes, if your distributor or platform requires disclosure, you must disclose regardless of your detection score. Failure to disclose where required is a terms of service violation. Anti-AI processing is not a substitute for required disclosures.
Does Anti-AI processing affect audio quality?
Anti-AI Master processes audio at 48 kHz / 32-bit float internally and is designed to be inaudible. The Anti-AI transform operates at frequencies above 17 kHz and uses spectral shaping that maintains the perceived sound quality. Preview the result before downloading.
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