AI-generated content is also increasing on streaming platforms such as Spotify, Deezer and Co. Most listeners cannot recognize this music at first glance. But there are typical clues that can reveal artificially created songs. We’ll tell you how you can recognize AI songs and distinguish them from real music.
The topic of artificial intelligence has developed rapidly since the publication of ChatGPT. AI tools today already range from simple assistance systems to applications that can create entire texts, images or videos and even imitate voices.
Hardly any area has remained untouched by this development. The music industry is also affected by this, as songs can now be created using AI in just a few minutes.
It is becoming increasingly difficult for listeners to distinguish artificially produced music from humanly produced tracks. The lack of a uniform labeling requirement for AI-generated songs on streaming platforms also contributes to this.
But as with AI-generated images and videos, there are also some signs in the area of music that point to artificially generated content. These can help recognize AI songs.
Recognize AI songs: This is how you can unmask the artificially generated music
Streaming services release an enormous amount of new music every day. Tens of thousands of new songs are added to major platforms every day, including titles that were created entirely or partially using artificial intelligence.
The streaming service Deezer alone counts almost 75,000 AI-generated titles every day, which according to its own information accounts for more than 44 percent of the total daily submissions. With this mass, it is of course becoming increasingly difficult for listeners to distinguish AI-generated songs from classically produced music.
1. Check credits: A look behind the scenes
If you are unsure about whether a song is AI-generated or classically produced, you can take a look at the credits and artist information. These often provide clues as to who was involved in the production.
If important information is missing here, this could be a sign of AI involvement. Under normal circumstances, a song usually involves several people, including singers, songwriters and producers.
However, if there is only one name in the title information, it could be a reference to an AI song. It’s worth taking a closer look here.
2. Check Artist: What can be found about the artist?
Using the information from a song’s credits, you can then find out more information with a quick Google search. Many musicians have been active for years or even decades, which is why interviews, previous publications or other traces of their work can usually be found on the Internet.
If such information is completely missing or an artist profile appears unusually empty, this could be an indication of AI-generated content. A professional website and active social media profiles with fan interactions also indicate human artists.
On the other hand, if an artist has released numerous albums in a short period of time, this could be an indication of AI content. Because under normal circumstances, musicians need several months to complete an album.
3. Check streaming service: Is AI content labeled?
The market leader Spotify has initially introduced verification for artists. The streaming service points out that primarily AI-generated artists or AI personalities are not eligible for verification. In the future, there will also be a label for non-AI-generated content.
Competitor Deezer, on the other hand, is increasingly relying on the labeling of AI content. “Deezer has been at the forefront of transparency in music streaming by identifying and labeling AI-generated music over the last year and a half,” said CEO Alexis Lanternier. In 2025 alone, Deezer recognized and marked more than 13.4 million AI-generated titles.
4. Listen carefully: Are there signs of AI songs?
Unfortunately, this part is not that easy. According to a Deezer survey, 97 percent of users cannot distinguish whether a song comes from an AI or not. However, there may be signs here too.
AI-generated songs sometimes appear unusually uniform or contain small inconsistencies in vocals, rhythm or transitions. Interchangeable lyrics, recurring melodies or an overall very generic sound can also be indications that the music was not entirely produced by humans.
5. Check music via an AI detector
There are now numerous tools on the Internet that can check and discover AI-generated content. This also applies to the music sector.
These applications analyze sound patterns, voice characteristics or typical production structures and try to derive probabilities for AI creation. However, these methods are not completely reliable either, as AI-generated music is constantly evolving and becoming more and more adapted to human productions.
Deezer has made one of these tools available to its users. “The vast majority of people want to know if AI music is recommended to them, and our data shows that almost half of users who switch to Deezer from another platform have AI tracks in their playlists,” said Deezer CEO Alexis Lanternier.
Deezer’s AI detector also allows listeners to check their playlists on other platforms. Simply select a streaming service and scan playlists. The only catch: the detector doesn’t spit out the exact songs. If you want to know more, you can have individual titles checked using specialized services such as the AI Songs Checker. But there is never 100% certainty.
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