Start with the evidence.

What is in the catalogue?

We list Polish AI music creators whose own public material describes their use of AI. A creator counts as Polish when the YouTube channel country is Poland, or when the creator says so and confirms channel ownership. The language of a song does not matter — a Polish creator may sing in English. Profiles show the sources and dates available to us. A listing is not an endorsement.

What stays out?

Profiles without reliable evidence of AI use or of a Polish creator, Shorts, covers, remixes, bootlegs, compilations and figures without a credible source and date stay out of the charts. We do not create duplicate artist entries for separate Topic or distributor profiles.

How are positions decided?

The Polish AI music ranking orders artists by popularity on the platforms — listening and audience on YouTube, Spotify, Deezer and Instagram, with a measurement date beside every number. It updates with every data update. Rejected videos are excluded. A partial measurement is labelled as such; missing data never becomes zero. How we rank · full method.

Who runs the site?

The TopAIMuza / KrolTech editorial team runs this independent catalogue. The service provider is KROL-TECH (business details). We are not affiliated with YouTube, Spotify or another music platform. This site uses YouTube API Services: by using this site you also agree to the YouTube Terms of Service; Google processes YouTube API data under the Google Privacy Policy. Contact us to report a correction.

Sources and corrections

Measurements come from the official YouTube Data API and Instagram API, and from artists' public pages on Spotify and Deezer (read once a day, with the source beside the number). Descriptions and links come from channels and creators' own statements. TIDAL appears only as links, without numbers. Uncertain matches stay unpublished. We check reported errors against source evidence before changing a listing.

Public policy version: 2026-09-18.1