AI-generated music is no longer a curiosity. Over 60,000 AI tracks are uploaded to streaming platforms every day. Spotify removed more than 75 million spam tracks in the twelve months before September 2025, the majority of which involved AI-generated content uploaded in bulk. Deezer has reported that up to 85% of streams on AI-generated music in 2025 were fraudulent. And according to Ari’s Take, over 65% of new independent releases now contain some degree of AI contribution — from AI mastering tools to fully generative composition.
Against this backdrop, every major distributor has been forced to develop an explicit AI content policy. Some have published clear, detailed guidelines. Others have buried vague clauses in terms of service. A few have drawn hard lines. And the landscape is shifting fast — policies that were permissive in 2024 are tightening in 2026, and platforms that currently accept AI music may impose new restrictions at any point.
This article ranks all 13 of the largest distributors from most to least accepting of AI-generated music, with specific policy details, examples, and links to primary sources for each. It covers fully AI-generated music, AI-assisted music, voice cloning, and the specific platform exclusions that affect monetisation even where distribution is permitted. The 13 that we look at are:
- Amuse
- Anti-Joy
- AWAL
- CD Baby
- Distrokid
- Ditto
- Horus Music
- LANDR
- Routenote
- Soundrop
- Symphonic
- Tunecore
- UnitedMasters
Before the rankings: a critical distinction.
AI-assisted vs AI-generated: the distinction every distributor makes
Every distributor in this ranking draws a line — in different places — between two categories of AI involvement in music:
AI-assisted music is music where AI tools are used as part of a human creative process. Examples include using AI mastering tools like LANDR’s own mastering engine, using AI to generate stem elements that a human then arranges and produces, using AI for mixing suggestions, or using AI to generate chord progressions or lyrics that a human then develops and records. In this category, the human is the primary creative author and the AI is a tool. Most distributors accept this without restriction.
AI-generated music is music created primarily or entirely through AI prompts, with minimal or no meaningful human creative input beyond pressing a button. A track generated entirely through Suno, Udio, or a similar platform by entering a text prompt is the clearest example. No human performed the music. No human composed the melody. The AI system generated everything from its trained model.
The copyright status of fully AI-generated music is currently unresolved in most jurisdictions. The US Copyright Office has stated that works created solely by AI without human creative input are not eligible for copyright protection. This has downstream consequences: without copyright protection, these works cannot be registered with PROs, cannot collect publishing royalties, and may not be defensible against infringement claims. Distributors’ AI policies partly reflect this legal uncertainty — accepting AI-generated music for distribution while knowing it cannot collect certain royalty streams creates liability exposure.
With that context established, here are the rankings.
Tier 1: most permissive — accepts fully AI-generated music with disclosure
#1 — DistroKid
DistroKid is the most permissive major distributor for AI-generated music in 2026. Its official help centre article states clearly that DistroKid accepts music created with AI tools, with three conditions: you must own or have licensed the rights to the music, you cannot impersonate another artist including through voice cloning, and you cannot mass-upload auto-generated songs at volume. There is no mandatory disclosure requirement during upload, no monthly cap on AI tracks, and no specific platform exclusions for AI content beyond the standard rules that apply to all releases.
Tracks generated entirely through Suno, Udio, and similar platforms are documented as live on Spotify, Apple Music, and Amazon Music through DistroKid. According to MusicDelta’s January 2026 analysis, DistroKid does not explicitly prohibit AI-generated music and takes a “noticeably permissive stance” compared to other major distributors.
The key risk is not at the point of upload but downstream. DistroKid’s screening catches some AI signals at upload, but post-upload detection by Spotify and Apple Music can flag tracks that passed DistroKid’s review — leading to removal after streams have accumulated and distribution relationships have been established. Bulk uploading under multiple fake artist names is the behaviour most likely to trigger account termination. A single genuine AI release carries significantly less risk than a high-volume AI catalogue operation.
DistroKid also signed the Spotify AI transparency initiative in September 2025, supporting the DDEX AI disclosure standard that will standardise how AI content is labelled across the industry.
Verdict: the simplest entry point for AI music distribution. No mandatory disclosure, no cap, no platform exclusions for AI content specifically.
#2 — UnitedMasters
UnitedMasters has the least restrictive documented AI policy of any distributor in this ranking. Its November 2025 support article states it does “not explicitly limit” distribution of music created using AI tools. Dynamoi’s March 2026 analysis confirms no specific conditions, disclosure requirements, or platform exclusions are documented beyond this statement.
The absence of detailed guidance is both an advantage and a risk. For AI creators, the lack of documented restrictions means fewer friction points at upload. But it also means the policy could tighten without warning — UnitedMasters has not committed publicly to a permissive stance, it has simply not articulated a restrictive one yet. Standard content guidelines around ownership and originality still apply, and the same account termination risks that apply to all UnitedMasters accounts apply here.
Verdict: technically the most open policy in terms of documented restrictions, but the lack of detail means there is no formal protection if policies change.
#3 — RouteNote
RouteNote accepts AI-generated music on both its free and premium tiers under a policy updated January 6, 2026. The Dynamoi breakdown of RouteNote’s AI policy documents four specific requirements: verify your AI tool’s terms grant commercial distribution rights, provide links to the AI platforms used during upload, avoid imitating real artists, and use tools with ethical training practices — specifically tools that avoid copyrighted training data used without consent.
The link provision requirement is specific and unusual — RouteNote’s moderation team uses the submitted links to verify rights legitimacy. This is a more hands-on verification approach than DistroKid or UnitedMasters. The free tier makes RouteNote one of the only distributors combining genuinely free distribution with AI acceptance, though RouteNote’s documented 30-45 day moderation timelines mean AI releases are subject to the same queue as everything else.
Critical limitation: RouteNote states AI content may not be eligible for Content Recognition services, meaning no YouTube Content ID for AI tracks. This cuts off one of the most accessible additional revenue streams for independent artists.
Verdict: accepts AI music including fully generated tracks, with the most specific verification requirements of any permissive distributor. Free tier available. YouTube Content ID excluded.
Tier 2: accepts AI music with meaningful restrictions
#4 — LANDR
LANDR has the most detailed and thoroughly documented AI policy of any distributor in this ranking, updated February 2, 2026. The full policy includes: mandatory disclosure of AI-generated elements during upload, a hard cap of 12 AI-generated songs per calendar month per subscriber, and the most extensive platform exclusion list of any distributor in this ranking.
Platforms that do not receive AI tracks from LANDR include YouTube Content ID, Meta (Facebook and Instagram), TikTok, Deezer, Pandora, and Tencent. This is a significant exclusion list — TikTok and Meta are the primary discovery vectors for independent artists in 2026, and YouTube Content ID is a meaningful additional revenue stream. An AI artist distributing through LANDR reaches Spotify and Apple Music but misses the social platforms that drive most new audience growth.
The 12-track monthly cap is the most specific volume restriction of any distributor in this ranking. It prevents the bulk-upload operations that have caused platforms to flood with AI content, but it also limits legitimate high-volume AI producers whose workflow involves releasing music regularly.
There is a notable irony in LANDR’s position: LANDR sells AI mastering tools, AI artwork generation tools, and LANDR Layers — an AI co-production tool that generates musical parts to complement uploaded tracks. It simultaneously distributes AI-generated music and sets the tightest restrictions on it of any distributor in Tier 1 or 2. Artists using LANDR’s own AI tools and distributing through LANDR need to understand exactly where the line between AI-assisted and AI-generated sits in LANDR’s own policy — and that the line is enforced inconsistently, as documented in the LANDR user review record.
Verdict: accepts AI music but with the strictest conditions of any permissive distributor. Monthly cap of 12 tracks, mandatory disclosure, and exclusion from six major platforms including TikTok and Meta.
#5 — Symphonic
Symphonic accepts both fully AI-generated and AI-assisted music, requiring disclosure of how AI was used through its SymphonicMS upload process. According to Dynamoi’s March 2026 data, Symphonic frames the disclosure requirement as meeting “disclosure requirements of monetization partners” and maintaining transparency standards. The disclosure applies to both music content and AI-generated cover art.
Symphonic also signed the Spotify AI transparency initiative and is actively participating in the DDEX AI disclosure standard development. In June 2025, Symphonic launched the Humanable AI-free certification — a programme allowing artists to certify their music was created without generative AI tools, receiving a verifiable badge for promotional use. This dual approach — accepting AI music while simultaneously building an AI-free certification for human artists — reflects Symphonic’s attempt to serve both communities without alienating either.
The account termination risk at Symphonic is specific and documented: false positives on fraud detection have affected artists with legitimate organic viral growth, particularly TikTok-driven stream spikes. AI-generated music that generates atypical streaming patterns is at elevated risk of triggering the same fraud detection systems.
Verdict: accepts fully AI-generated music with disclosure. No documented monthly cap or specific platform exclusions for AI content beyond standard partner requirements.
#6 — Amuse
Amuse accepts AI-generated music with disclosure requirements. The Dynamoi policy table for March 2026 notes that Amuse excludes Meta and YouTube Content ID from AI track distribution — a narrower exclusion list than LANDR but still cutting off Facebook, Instagram, and Content ID monetisation.
Amuse also has human review built into its upload process, as noted by TrackVerifier’s April 2026 analysis — meaning AI content is more likely to be caught at the upload stage rather than passing through to streaming platforms and being flagged later. This cuts both ways: legitimate AI releases face more scrutiny upfront, but releases that clear the review stage are less likely to be pulled post-publication.
Verdict: accepts AI music with disclosure, excluding Meta and YouTube Content ID. Human review at upload means tighter pre-distribution screening than automated systems.
#7 — Ditto Music
Ditto Music accepts AI-generated music with disclosure requirements. Undetectr’s March 2026 policy comparison confirms Ditto allows AI music with disclosure, and the platform scans for AI signatures during moderation. No specific monthly cap or platform exclusion list is publicly documented for Ditto beyond standard partner platform requirements.
Ditto Music signed the Spotify AI transparency initiative alongside Amuse, DistroKid, RouteNote, CD Baby, and Soundrop — indicating active participation in the industry-wide AI disclosure standard development that Spotify is driving.
Ditto’s moderation timeline of 5–10 business days means AI releases face the same processing queue as standard releases, with no expedited pathway. The AI-free certification offered by Symphonic’s Humanable partnership is not a Ditto feature — human artists distributing through Ditto have no equivalent certification mechanism to distinguish their work.
Verdict: accepts AI music with disclosure. No documented cap. Participates in Spotify’s AI transparency standard. No specific documented platform exclusions for AI content.
#8 — Horus Music
Horus Music has one of the most transparent and thoroughly published AI policies of any distributor in this ranking, available directly at horusmusic.global/ai-policy. The policy explicitly accepts both AI-assisted and AI-generated works, provided: you have permission to use the AI technology and have entered into a licence, you have verified the AI provider has rights to licence its use, you have identified which part of the work features AI technology, and you have included this in the metadata.
Deepfakes and works featuring manipulation of unauthorised sounds, voices, or soundalikes are explicitly prohibited. The policy also explicitly states that Horus cannot distribute any AI-assisted or AI-generated works to Content ID platforms — specifically naming YouTube Content ID, Meta, SoundCloud Content ID, AudibleMagic, SoundExchange, and TikTok/ByteDance. This is a broader Content ID exclusion than most competitors, specifically naming SoundCloud and AudibleMagic alongside the standard YouTube/Meta/TikTok list.
Notably, Horus Music’s publishing division has a stricter policy than its distribution arm: the publishing side explicitly rejects 100% AI-generated works, accepting only AI-assisted compositions with identified human creative contribution. This creates a split policy where the same artist can distribute a fully AI-generated track through Horus’s distribution platform but cannot register the composition for publishing administration.
Horus is a signatory to the Principles for Music Creation with AI and the Rights and AI Declaration — two industry frameworks for ethical AI music creation that are worth reading in full.
Verdict: accepts AI-generated music for distribution with clear documented requirements. Publishing arm rejects 100% AI-generated compositions. Content ID excluded across a broad list of platforms including SoundCloud and AudibleMagic.
Tier 3: restricts fully AI-generated music, accepts AI-assisted
#9 — TuneCore
TuneCore draws a clear line. According to Undetectr’s April 2026 TuneCore AI policy analysis, TuneCore will not distribute works that are 100% AI-generated with no human creative input. The help centre states TuneCore supports AI that “enhances human creation processes” but draws the line at fully generated content. AI-assisted tracks with significant human involvement fall into a grey area that TuneCore evaluates based on the degree of human contribution.
A specific and important operational note: TuneCore’s detection approach differs from DistroKid’s in a way that creates a different risk profile. DistroKid blocks at upload. TuneCore may distribute first and pull later — meaning a track can go live on Spotify, accumulate streams, and then be removed weeks later when downstream platform detection flags it. Losing established streams and playlist placements after a track is live is arguably worse than an upload rejection. The practical implication: TuneCore’s upfront screening is currently less aggressive than DistroKid’s, but the downstream risk is higher.
TuneCore also requires that AI models used in production rely on fully licensed datasets — a clause that, in practice, is difficult to verify and difficult for TuneCore to enforce. Most artists distributing AI-assisted music cannot provide audited proof of their AI tool’s training data provenance.
Verdict: rejects fully AI-generated music with no human creative input. Accepts AI-assisted music with significant human contribution. Detection may allow some AI content through at upload before catching it downstream — a higher-risk outcome than upfront rejection.
#10 — AWAL
AWAL is selective and application-based, and its AI policy reflects its selective nature. TrackVerifier’s analysis notes that AWAL has human review built into its process — AI content is more likely to be caught at upload than to pass through automated screening. Given AWAL’s focus on artists demonstrating genuine commercial traction and artistic credibility, fully AI-generated music is unlikely to pass AWAL’s application and human review process even if it is not formally prohibited.
AWAL has not published a standalone AI policy page equivalent to Horus Music’s. Its approach appears to be enforced through the application and review process rather than through documented rules — which means it is effectively more restrictive than its published documentation suggests. Sony Music Entertainment, which owns AWAL, has been one of the most aggressive major labels in pursuing copyright litigation against AI music generation companies, giving AWAL a corporate context that is structurally hostile to AI-generated content regardless of stated policy.
Verdict: no formal published AI policy, but human review process and Sony Music ownership make full AI-generated music distribution through AWAL practically inaccessible. AI-assisted music by accepted artists with significant human creative contribution may pass review.
#11 — Anti-Joy
Anti-Joy explicitly prohibits AI-generated music through a checkbox at upload that artists must tick confirming their content is not fully or mostly AI-generated. The enforcement is documented as inconsistent and aggressive — multiple Trustpilot reviewers report having entirely human-created music rejected as AI-generated, with no meaningful appeals process available.
One particularly notable case from the Anti-Joy review record involves an account suspended for alleged AI-generated music content despite having no music yet streaming on the platform — making the “AI streaming” argument logically impossible to sustain. When Anti-Joy flags AI content, the consequences include account suspension and forfeiture of subscription fees without refund.
Artists using any AI tools in their production workflow — including AI mastering, AI stem separation, or AI-assisted mixing — report increased rejection rates at Anti-Joy even for music that was not AI-generated at the compositional level. The detection threshold appears lower than at most other distributors.
Verdict: prohibits AI-generated music. Enforcement is documented as inconsistent, with false positives affecting human-created music and no meaningful appeals process.
Tier 4: prohibits AI-generated music outright
#12 — CD Baby
CD Baby is the strictest major distributor for AI content. According to Dynamoi’s March 2026 data, CD Baby bans all AI content outright — both fully AI-generated and AI-assisted music where AI is the primary creative author. The content policy distinguishes between tracks where AI is the primary creative author (rejected) and tracks where AI is used as a production tool alongside meaningful human authorship (potentially accepted) — but the enforcement of this distinction is strict.
CD Baby signed the Spotify AI transparency initiative, indicating engagement with the industry-wide disclosure standard rather than total withdrawal from the AI conversation. But its content policy in practice is the most prohibitive of any distributor on this list. Given that CD Baby is now owned by Universal Music Group — one of the three companies at the forefront of copyright litigation against AI music generation platforms — this stance reflects the commercial and legal priorities of its corporate parent as much as its own distribution philosophy.
Verdict: the strictest major distributor for AI content. Fully AI-generated music banned. AI-assisted music with meaningful human authorship potentially accepted but subject to strict content review.
#13 — Soundrop
Soundrop has a documented AI policy that prohibits AI-generated music — artists must confirm at upload that their content is not AI-generated. Like Anti-Joy, Soundrop is also signed to the Spotify AI transparency initiative, but its content policy draws a hard line against AI-generated submissions.
Soundrop’s operational context in 2026 makes this policy academically important but practically difficult to enforce: with an estimated 19–23 employees, documented support response times of 30–45 days, and distribution timelines that have stretched to 30–45 days or more, the platform’s moderation infrastructure to detect and consistently enforce an AI prohibition is limited. Artists who attempt to distribute AI-generated music through Soundrop risk the same account termination and royalty withholding consequences documented across its review record, without the certainty of consistent detection.
Verdict: prohibits AI-generated music. Enforcement capacity is limited by the platform’s small team. Account termination and royalty withholding are the documented consequences.
The platform exclusion problem: why “accepted” does not mean fully monetised
One of the most important patterns across all distributors that accept AI music is the systematic exclusion of AI content from Content Recognition and UGC monetisation platforms. This deserves direct treatment rather than being buried in individual platform assessments.
The following platform exclusions are documented across AI-accepting distributors in 2026:
- YouTube Content ID — excluded by LANDR, Horus Music, RouteNote, and Amuse for AI content. This means AI tracks cannot claim ad revenue from YouTube uses of the music.
- TikTok / ByteDance — excluded by LANDR and Horus Music for AI content. TikTok is the primary discovery vector for independent artists in 2026.
- Meta (Facebook / Instagram) — excluded by LANDR, Amuse, and Horus Music for AI content.
- Deezer — excluded by LANDR for AI content.
- Pandora — excluded by LANDR for AI content.
- SoundCloud Content ID — excluded by Horus Music for AI content.
- AudibleMagic — excluded by Horus Music for AI content.
- SoundExchange — excluded by Horus Music for AI content. This affects non-interactive streaming royalties from digital radio.
- Tencent — excluded by LANDR for AI content.
The practical implication: an AI creator using LANDR reaches Spotify and Apple Music but misses TikTok, Instagram, Facebook, YouTube Content ID, Deezer, Pandora, and Tencent. The platforms excluded by the most restrictive AI-accepting distributors include the majority of platforms responsible for organic discovery and UGC monetisation in 2026.
DistroKid and UnitedMasters are the only distributors that do not currently document specific platform exclusions for AI content — meaning they offer the most complete platform footprint for AI music. RouteNote’s exclusion is limited to Content Recognition services (YouTube Content ID and similar), not the platforms themselves, meaning the music still appears on YouTube Music even if it cannot be monetised through Content ID.
The AI training data problem: what distributors do with your music
There is a dimension of the AI and music distribution relationship that most coverage focuses on from one direction — whether distributors accept AI music — while ignoring the other direction: whether distributors use artists’ music to train AI models.
Musicians For Musicians has documented that multiple major distributors — including DistroKid, TuneCore, CD Baby, Amuse, RouteNote, and Symphonic — include broad licensing terms in their contracts granting the distributor the right to use uploaded music for machine learning, training models, or service improvement. The specific language varies but the pattern is consistent: by uploading music and agreeing to terms of service, artists may be consenting to their music being used to train the same AI systems that generate the content their distributors are simultaneously trying to restrict.
This is a genuine and unresolved tension. A distributor that prohibits AI-generated music while using its artist catalogue to train AI models is taking a position that benefits the company (richer training data, competitive AI products) while imposing restrictions on artists (no AI content allowed). Artists who are specifically concerned about AI training data usage should read their distributor’s terms of service carefully and consider whether any opt-out mechanisms exist.
LANDR’s Fair Trade AI programme is the only distributor initiative in this ranking that explicitly addresses this tension with an opt-in model and a revenue share — 20% of revenue generated by AI tools that use opted-in music is distributed to participating artists. The opt-out does not remove previously trained data from models, but the opt-in revenue share is a structural improvement over the industry default of silent extraction.
The Spotify AI transparency standard: what it means for everyone
In September 2025, Spotify published its approach to AI transparency and announced it was working with a wide range of distribution partners to implement the DDEX AI disclosure standard — a technical metadata standard that allows AI involvement in music creation to be systematically labelled and passed through the distribution chain to streaming platforms and ultimately to listeners.
Distributors signed to this initiative as of April 2026 include: Amuse, CD Baby, DistroKid, RouteNote, Soundrop, and Believe (TuneCore’s parent), among others. The goal is that listeners will eventually see consistent AI disclosure information regardless of which streaming service they use — the same disclosure that the artist provided to the distributor will follow the track all the way to the listener’s screen.
The practical consequence for AI creators: as the DDEX standard rolls out, disclosure of AI involvement will become increasingly mandatory and technically enforced rather than optional and honour-system-based. Distributors that currently accept AI music without mandatory disclosure — including DistroKid and UnitedMasters — will likely tighten their requirements as the standard becomes technically implementable at scale.
The direction of travel across the industry is clear: AI music will be accepted, but labelled. The tolerance for undisclosed AI content is decreasing, not increasing.
Summary ranking: most to least AI-accepting
- #1 — DistroKid — accepts fully AI-generated music, no mandatory disclosure, no cap, no specific platform exclusions for AI content. Most permissive major distributor.
- #2 — UnitedMasters — no documented limitations on AI music. Policy could tighten without warning.
- #3 — RouteNote — accepts AI music on free and paid tiers with documentation and ethical tool requirements. YouTube Content ID excluded.
- #4 — LANDR — accepts with mandatory disclosure and 12-track monthly cap. Six platforms excluded including TikTok and Meta.
- #5 — Symphonic — accepts with mandatory disclosure. No documented cap or specific platform exclusions.
- #6 — Amuse — accepts with disclosure. Excludes Meta and YouTube Content ID. Human review at upload.
- #7 — Ditto Music — accepts with disclosure. No documented cap or specific platform exclusions.
- #8 — Horus Music — accepts AI-generated music for distribution with clear published requirements. Publishing arm rejects 100% AI compositions. Broad Content ID exclusion list.
- #9 — TuneCore — rejects fully AI-generated music with no human input. AI-assisted accepted. May distribute then pull rather than blocking at upload.
- #10 — AWAL — no formal published AI policy, but human review and Sony ownership make AI-generated music practically inaccessible.
- #11 — Anti-Joy — prohibits AI-generated music at upload. Documented as applying inconsistently, with false positives affecting human-created music.
- #12 — CD Baby — the strictest major distributor. AI-generated music banned. UMG ownership shapes a structurally restrictive stance.
- #13 — Soundrop — prohibits AI-generated music. Limited enforcement capacity given small team size.
Which distributor should AI music creators use?
For fully AI-generated music with no human performance: DistroKid is the clearest and most consistent choice — permissive policy, no cap, no mandatory disclosure, no platform exclusions specific to AI content. RouteNote is the free alternative, with the tradeoff of longer moderation times and YouTube Content ID exclusion.
For AI-assisted music with significant human contribution: almost every distributor in this ranking accepts this. Ditto Music Pro or Symphonic offer the best combination of acceptance, additional features (sync pitching, publishing administration, editorial pitching), and reasonable pricing.
For human artists concerned about being falsely flagged as AI: avoid Anti-Joy, which has the highest documented false positive rate of any distributor in this ranking. Horus Music provides the clearest published policy distinction between AI-assisted and AI-generated, which may offer the most protection against false flagging.
For artists who want to certify their music as AI-free: Symphonic’s Humanable AI-free certification is currently the only formal certification mechanism offered by a major distributor.
The landscape will change. The DDEX standard is rolling out. Platform policies are tightening. Distributors currently accepting AI music without disclosure requirements will introduce them. Artists building AI music careers in 2026 should monitor policy updates from their chosen distributor actively — the rules that apply today may not apply to their next release.
For full reviews of every distributor mentioned in this article, visit the complete music distributor guide at TheBestMusicDistributors.com.

