Upon installing the app, you'll receive a "first recap." This recap is not weekly; it's based on your most played songs from your music provider (Spotify, Apple Music, etc.).
This recap includes only 3 artists. Unlocking an artist by inviting someone won't unlock an artist on this recap but on the first recap instead.