Unmasking AI Music: How to Spot Computer-Generated Artists

The popularity of AI-generated musicians on streaming platforms is rapidly increasing. You might be listening to AI music without even realizing it. Fortunately, there are ways to identify these computer-generated artists.

The Rising Popularity of AI Bands Like The Velvet Sundown

The band, The Velvet Sundown, recently gained attention, not for major concerts or member departures, but because of its AI origins. The Velvet Sundown utilizes artificial intelligence in its music production, either fully or partially.

This raises questions. Human musicians understandably may be concerned about AI competition. Listeners who enjoyed the music unaware of the AI involvement might feel misled. Others may simply enjoy the music regardless of its creation. Regardless of perspective, recognizing AI-generated music is crucial.

Identifying AI Artists on Streaming Services

Several methods can help you spot AI artists on platforms like Spotify.

1. Generic or Uninspired Sound

A prominent indicator is often the music’s low quality. AI’s derivative nature, relying on previously absorbed data, often results in generic-sounding music lacking originality. While human musicians are also influenced by existing music, humans possess an innate capacity for experimentation and innovation that current AI lacks. This results in music that sounds bland and uninspired.

2. Frequent Album Releases

Established musicians often spend years between album releases, touring extensively. Even pop artists, who may use songwriters, typically have years, not months, between releases.

AI artists, however, can produce albums rapidly—days or even hours. The Velvet Sundown’s three albums in 2025 exemplify this unusually high release frequency, a clear indication of potential AI involvement.

3. Absence of Live Performances

Real musicians generally tour between albums for fan engagement and income. AI artists cannot tour, lacking the physical performers.

A lack of past or future gigs is a reliable way to identify potential AI involvement. Check streaming services for scheduled concerts or search online for past performance history.

4. Minimal or Non-Existent Social Media Presence

Similar to live performances, AI artists may lack a significant social media presence. While some human artists choose not to use social media, this is a useful clue in conjunction with other factors. The Velvet Sundown’s attempt to engage on social media, which revealed AI-generated band photos, ultimately exposed its true nature.

A complete absence of social media activity might have kept The Velvet Sundown’s AI origins concealed. However, the inconsistencies in their AI-generated images revealed the artificial nature of the band.

5. “AI-Generated” Labels

Platforms like Deezer are labeling AI-generated music, either by the artist or the platform itself. This provides transparent information to listeners regarding AI involvement in the music creation process.

Check artist profiles for these labels. The Velvet Sundown’s Spotify description was updated to acknowledge the use of AI in composition, vocals, and visuals.

6. AI Use in Other Aspects

AI usage in music often extends to other areas. The Velvet Sundown’s AI-generated band photo hinted at AI involvement in their music production. The creators of AI-generated music may use AI for descriptions, social media posts, and other promotional materials.

The Increasing Difficulty in Spotting AI Content

AI is increasingly used across multiple content forms. As AI technology improves, it becomes harder to distinguish AI-generated content. Maintaining awareness and vigilance is crucial to identify AI-created content.

Combine these indicators with your intuition. By using a blend of common sense and careful observation, you can effectively identify AI-generated music and decide whether to listen to it.