AI music can be difficult to detect, but there are some telltale signs

If you're worried about AI music worming its way onto your playlist, you'll be relieved to know it's easier to spot than you think.

By Jack Peachey Nov. 8, 2026 11:15 am EST miss.cabul/Shutterstock Add Engadget on Google: Google Discover

AI music is a real problem, with the past year seeing Suno-generated slop fill up streaming platforms, falsely attributed to real artists on sites like Spotify and invading the music industry. Generative AI is incredibly controversial, from concerns over data center pollution to its use in content farms. Many listeners would also prefer not to be duped into hearing a song cooked up by a robot with nothing to say about the real world.