As streaming services push back on AI spam and copyright-infringing uploads, the distributor you pick can decide whether your catalog stays protected, or gets caught in the crossfire.
The following comes from Amuse, a partner of DMN.
When you release a song, it doesn’t go straight to Spotify or Apple Music. It goes through your distributor, and it travels the same route as every other track that distributor delivers. In 2026, a growing share of those tracks weren’t made by artists at all, or distributed with fraudulent intent to cheat the royalty system. Streaming services are responding by judging the source, not just the song. That changes what a distributor is. It’s no longer a back-office choice you make once and forget. Heading into 2027, it’s either one of the biggest risks to your catalog, or one of its best protections.
Your Distributor Is Part of Your Supply Chain
Most artists compare distributors on price, payout terms and which platforms they reach. That’s fair. But one question rarely makes the comparison: who else is your distributor letting in, and what does their relationship with streaming services and music stores look like?
Because when you release through a distributor, the streaming service’s relationship is with the distributor, not with you. So when a distributor delivers a flood of spam, fraud or infringing tracks, the platform’s tools for pushing back are aimed at the distributor — and by extension, everyone on it.
Those tools already exist, and they’re getting sharper:
- All distributors are asked to comply with and regularly evaluated on a thorough set of guidelines and expectations from major streaming services.
- Since April 2024, Spotify has a solid routine for detecting and keeping track of flagrant artificial streaming and which distributor the tracks in question are released through .
- In September 2025, Spotify said it had removed 75M spam tracks over the previous year and introduced a filter that tags spam uploaders and keeps their tracks out of algorithmic recommendations.
- Deezer now removes AI-generated tracks that haven’t been streamed in six months, along with AI tracks tied to fraudulent streams .
None of these measures target you. But when fees, extra scrutiny or takedown sweeps hit a distributor, they don’t stop neatly at the bad actors. They can mean slower releases, legitimate tracks pulled in bulk and a support queue that’s suddenly overwhelmed. Your music becomes collateral damage not because of what you made, but because of who you share a pipeline with.
What Collateral Damage Looks Like
This isn’t hypothetical. In September 2026, Universal Music Group sued a major open distributor in US federal court. According to UMG’s complaint, that distributor delivered nearly 12M tracks to one streaming service over six months, which is more than half of everything the service received in that period. The complaint also points to a single account that released 4,562 tracks in 12 months . (Note that this is an active case, these are allegations, and the distributor disputes them).
What happened next is what self-releasing artists and labels should pay attention to. The distributor confirmed it removed recordings in response to UMG’s claims and said only a very small number were affected. Even so, independent artists said publicly that original songs — in one case, an album that had been live for years, disappeared without warning. Reinstatement through the counter-notice process takes at least 10 business days, and streaming services can decline to put the music back ().
I’m not raising this to score points. Any distributor operating at scale can end up here.
The point is simpler: when cleanup happens at the distributor without a proper quality review supply chain, it affects artists who did nothing wrong.
Why 2027 Is the Year To Start Really Paying Attention
The volume problem is accelerating. Deezer said 44% of its daily uploads were fully AI-generated in April 2026. By July, that share passed 50%, with a peak monthly average of around 90K AI tracks a day. Making a track now costs almost nothing. Delivering it still has to go through a distributor.
That’s why I expect three shifts in 2027:
- Platforms will judge sources, not just songs. Removing spam one track at a time doesn’t scale. A distributor’s track record will increasingly shape how much trust and how much reach the releases it delivers get.
- Rights and disclosure checks will become table stakes. Spotify has backed the DDEX standard for labeling AI use in credits. Distributors that can’t verify who’s releasing what, and whether they hold the rights, will face more takedowns.
- Legal pressure will move upstream. Rights holders are already going after distributors directly. Whatever the outcome of current cases, distributors will be expected to show their homework.
For you, that changes the question you ask before you upload. It’s no longer just “Can this distributor get my music on Spotify?” It’s “Will Spotify trust what this distributor sends?”
How We Approach It at Amuse
Amuse is a digital music distributor and Artist & Label Services company, operating an open, self-service platform. We have since our start grown into a top three international distributor in terms of release volume, and today half a million artists and labels trust us with their music.
We also run an invite-only Services division through the same pipes, where we put our team and investments behind the releases of growing and established artists and labels.It’s home to billion-streaming songs and tastemaking acts, and to make the most of that division, we’ve always had a strong incentive to run a clean distribution platform. Open doesn’t mean unchecked.
As our CEO, Giorgio D’Ambrosio, puts it: “Low barriers to entry are not the same as no quality control.”
Our content standards rest on five pillars:
- Human review from day one. Every release from a new account is checked by a person on our content team, backed by audio fingerprinting and purpose-built in-house software. Releases that pass every check can still clear in under 24 hours.
- Upload limits. We cap how much music one account can upload within hours, days and weeks. That makes mass uploading impractical, and it has measurably deterred accounts trying to use Amuse for spam and fraud.
- A dedicated anti-fraud team. We’ve had one since 2019, reviewing streaming data every day for suspicious patterns. Combined with bespoke software, that work helped cut artificial streams on our platform by 70% in 2025, while average release times got 93% faster.
- Daily monitoring. Internal and external flagging, plus a watchlist of artist profiles, alerts our team when new accounts try to release under questionable names or aliases. That protects artists from impersonation, too.
- Maintenance over perfection. No system is airtight, so we treat ours as something to keep improving, not something that’s finished.
Based on our own platform data, we estimate streaming services could have been spared at least 1M spam tracks over the three months leading up to October 2026 if other large open distributors had applied similar filtering. That’s our extrapolation, not an audited industry figure, but it shows the volume problem can be addressed without closing the door on independent artists.
If we include the daily monitoring and combating of fraudulent content and copyright infringement our team manages, the number would be even higher.
For you as an artist or rights holder, the practical upside is simple: a cleaner pipeline gives streaming services less reason to treat what we deliver with suspicion. It doesn’t guarantee anything about your streams. It does lower the odds that someone else’s behavior becomes your problem.
Follow the Business Model
If you want to predict how a distributor will behave, look at how it makes money. A distributor that earns almost entirely from subscriptions grows fastest by letting in anyone who pays, whatever they upload.
Amuse is built differently since our business has two legs. Most of our revenue comes from supporting growing artists and labels through licensing partnerships, not subscription volume. Our self-service platform is also where we find future partners, and today we work with more than 400 artists and labels through Artist & Label Services.
That incentive is the real reason our standards exist. It’s also the most useful thing to look for when you compare any distributor, including us.
The industry is in flux, and no one is perfect
None of this makes Amuse immune to bad actors. No platform operating at scale is. Content will occasionally slip through, and there’s no point pretending otherwise. What matters is being invested in the long-term health of the industry and having a plan to catch problems and act fast when they happen.
I also don’t want anyone reading this as a case for closing the door. A low barrier to entry is how many of the artists we now partner with got started, and it should stay that way.
The right distributor won’t build your audience for you. That’s still down to your music and your work. But in 2027, it could decide whether the catalog you’ve built stays where your audience can find it.
Learn more about Amuse’s Self-Service Distribution and Artist & Label Services at amuse.io.