How musicalat is built
Every entry in musicalat is curated and then enriched from public, verifiable sources. Here's exactly how the data comes together — and where to flag anything that looks wrong.
Curation
The catalog is hand-selected. Each artist is graded by importance so that foundational and globally significant figures surface first, while deeper cuts remain discoverable.
Sources
Artist and song data is enriched from public sources: Spotify (images, releases, albums), YouTube (official channels and popularity), Wikipedia (factual background), and MusicBrainz (release-year corrections).
Because Spotify's popularity score isn't available at our API tier, the popularity signal you see is based on YouTube subscribers.
Artist write-ups
The longer artist profiles are generated by a language model that is grounded strictly on each artist's Wikipedia extract and their structured data. The model is instructed not to invent dates, awards, or sales figures. When the available source material is thin, the profile is flagged as lower-confidence rather than padded with guesses.
Corrections
An artist missing? A detail wrong? Corrections are genuinely welcome and make the directory better — please get in touch.