real or ai?
found an artist and something feels off? type their name. we'll look for the clues a real artist leaves behind and show you exactly what we found.
no single clue proves anything, so we run six checks, weigh them, and show you every one. it leans one way or the other, it never gives a final ruling.
live shows
the biggest tell. real artists play real rooms. we look for concert setlists on setlist.fm, concerts and festivals on musicbrainz, and whether last.fm says they're on tour. an artist with a big audience and zero shows anywhere is unusual. a small new artist with no shows yet is totally normal.
real people behind it
musicbrainz is a free music encyclopedia kept by volunteers. we check whether it lists the artist as a person or a band, where they're from, when they started, and who the members are. an entry listed as a character, or described as ai, counts against it.
where they show up online
we pull the profiles linked to the artist on musicbrainz: instagram, tiktok, youtube, bandcamp, wikipedia, and more. we can't look inside instagram for you, so we link it and tell you what to look for.
how fast music comes out
we count their releases on apple music and when they came out. putting out music since before ai song generators went mainstream is a strong sign of real people. a brand new artist with a dozen or more releases in one year matches how ai catalogs get uploaded.
what listeners say
last.fm listeners tag artists. tags like "ai generated" or "suno" count against an artist, and so does a bio that mentions ai.
our own list
acts that have been publicly reported as ai-generated go on the site's list, and the site never recommends them anywhere.
- look for live dates. search setlist.fm and bandsintown, then look for fan videos from those shows. a real show has a real crowd filming it from bad angles.
- check their instagram. scroll way back. real artists have years of posts, videos of them actually singing or playing, other musicians in the comments, and fans tagging them at shows. brand new accounts with only perfect, glossy photos are a flag.
- look at the photos. ai portraits tend to be too smooth, with weird hands, jewelry, or text, and the face can change from photo to photo.
- listen for the patterns. the same vocal tone on every song, lyrics that sound generic, and no mistakes, breaths, or live versions anywhere.
- find the people. real music has credits: songwriters, producers, a label, interviews. if nobody is named anywhere, dig deeper.
- check the labels. spotify now marks artist identities it finds are ai-generated, and deezer labels ai-generated albums. no label doesn't mean human, but a label is a strong sign.
questions
How can I tell if a music artist is AI-generated?
Check for live shows on setlist.fm and Bandsintown, look for years of real posts and live videos on their Instagram, look for real people in their credits and interviews, and notice how fast they release music. The real or ai checker on musicisforgirls.com/real-or-ai does the public checks for you and explains what each one found.
Does Spotify label AI artists?
Yes. Since August 2026 Spotify shows a label on artist identities that may be AI-generated, on the profile, in search, and on tracks in playlists. Artists can disclose it themselves, and Spotify also labels profiles its review team finds. Deezer labels albums it detects as AI-generated content.
Can this checker prove an artist is AI?
No. It adds up public clues and tells you which way they lean, and why. Real artists can look thin online, especially new or small ones, so always check the list of things to look for yourself before deciding.
✦ found an ai artist?
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