It doesn't seem to find similar-sounding tracks at all for me.

Examples:

The Oblio Joes - "Captain of the Moon"

The Bondage Fairies - "Levenus Supremus"

... both chosen so "Just shove a bunch of recent pop-rock at the user" won't work.