Spotify has announced that it will start putting AI Persona badges on some artist profiles in mid-September. The badges are meant to let users know that an artist may have used AI to generate their identity. In other words, the artist’s identity doesn’t represent a real person.

Artists can choose to disclose their AI personas themselves, but Spotify has decided it won’t rely on an honor system anymore. The company will take a proactive approach by reviewing profiles and applying badges to artists whose names and imagery seem to be photorealistic AI-generated identities.

The music-streaming platform explained its decision in an August 11 press release, saying, “In music, that means listeners need to be able to trust that the artist behind the music is who they say they are.”

The company went on to say that users had told the company that they “don’t like seeing an artist profile that seems human, only to find out that the persona is AI-generated.”

Spotify Wants AI Personas to Be Easy to Spot

The badges will be placed in prominent positions on an artist’s profile, so they’re easy for users to spot. They’ll also appear in Search and next to tracks in playlists.

By default, the company won’t include AI Personas in its editorial or algorithmic recommendations unless, for example,  a user already follows the artist.

Spotify is just the latest consumer platform trying to figure out what to do about AI-generated content flooding its services. LinkedIn recently started testing a “Seems like AI slop” reporting button, and Spotify says it already tries to keep “spam, slop, or low-effort content” out of its recommendations.

But Spotify’s new badge has a very specific purpose. It’ll tell you something about the artist but not necessarily about the song you’re listening to.

As Spotify puts it, “This badge is about the artist’s public identity, not about how the music was made.”

Spotify Uses a Different System for AI-Generated Music

The company has a different system for letting listeners know if an artist used AI to create parts of a song. The problem is that those disclosures are optional and much easier to miss.

A real musician can use AI to make music without Spotify labeling them an AI Persona. A human artist could use AI-generated lyrics, vocals, instrumental performances, or production and still look like any other artist when a user is scrolling through Spotify.

The platform says its answer to AI-generated music is its AI Credits system. The platform says AI Credits are shown when a specific part of a track was AI-generated. That way, an entire song doesn’t end up being labeled as generated with AI.

That approach makes sense for music that combines human and AI contributions, but including AI Credits on a track is optional. Hoping artists will self-disclose their use of AI isn’t the most reliable way to ensure listeners know how the music was made.

AI Credits Are Much Easier to Miss

Spotify doesn’t give AI Credits nearly as much visibility as an AI Persona badge.

They’re currently still in beta and only available to listeners on mobile through Song Credits and the Now Playing screen. They don’t appear as labels next to tracks or on artists’ profiles, and they’re only available through certain distributors.

That means if you’re scrolling through a Spotify playlist, you’ll be able to immediately see if Spotify considers an artist an AI Persona. However, if a human artist used AI to generate the vocals or production on another song in the same playlist, you wouldn’t see an equivalent label letting you know.

You might think you’d be able to tell if you were listening to an AI-generated track, but the studies say otherwise.

Research presented at the Audio Engineering Society’s 2024 convention found that AI-generated music was able to fool roughly half of listeners into believing it could have been created by humans. The researchers wrote that “a surprising number of people are unable to differentiate human versus AI-composed or performed music.”

A 2025 Ipsos survey commissioned by Spotify rival Deezer asked 9,000 adults in eight countries to listen to three songs, two of which were fully AI-generated. Ninety-seven percent of listeners failed to correctly identify which tracks were AI-generated.

The results also showed that people want more transparency. Eighty percent of respondents said fully AI-generated music should be clearly labeled, while 73% of music-streaming users wanted to know when a streaming service was recommending fully AI-generated music.

AI Detection Tools Can’t Always Fill the Gap

When in doubt, it’s natural to look to tools to help you figure out whether what you’re listening to is AI-generated or not.

However, AI detection software doesn’t always do a good job of distinguishing between AI-generated and human-made music.

A June 2026 study found that current AI music detectors are mostly designed to classify a song as either AI-generated or human-made.

While some systems can achieve near-perfect results when identifying music from known AI generators, the researchers said this binary approach breaks down when AI is used for only part of the production process.

Researchers tested four AI detectors and found systematic problems identifying those types of hybrid tracks.

For example, when a song uses AI for only part of the production process, like AI-generated vocals over human instrumentation, AI detectors have a much harder time. The same problem can come up when AI is used to master a human-created track.

A study published in August 2026 found a similar problem. The detector was more than 99% accurate when distinguishing fully AI-generated tracks from fully human-made ones.. But when researchers tested tracks that mixed human-performed and AI-reconstructed parts, the results became much less reliable.

Spotify’s AI Persona Badges Leave a Transparency Gap

Given how difficult it can be for listeners to identify AI-generated music and for AI detectors to identify when AI was used in a track, there aren’t many ways for listeners to fill in the missing information.

Spotify’s two different systems make some sense because identifying an AI persona and identifying AI involvement in a song are different technical problems.

Still, the company is about to make AI artist identities easy to identify on profiles, playlists, and Search. Doing this may make listeners think they now have an easy way to identify AI-generated music, when in reality the badges only tell them whether an artist’s identity has been generated with AI.

Sure, the new badges should make it easier to understand exactly who’s behind the music users are listening to.

But if Spotify wants to give its listeners the same clarity about how the music is made, it should make AI Credits just as easy to find.

The company should also consider making AI Credits a requirement instead of leaving it up to artists to decide whether to disclose their use of AI.

Originally published by Techopedia on August 17, 2026.