I find it tries to map out genres too specifically. Usually my recommendations feel like hey you like this artist, here are artists that do the exact same thing but worse.

I find I get excellent recommendations from Youtube. Go on without logging into an account. Pick an album you like and look at the related videos. They usually aren't specifically in the same genre but I've come across a lot of albums that have since become favorites this way.