To be honest, it may be my music taste, but the recommendations I get are extremely boring and are just rehashes of my liked songs..

But it may be that I hit a bug quite some times ago where each offline downloaded song got added to the liked songs playlist and even though I manually removed quite a few of those, it may have corrupted my user profile.