SimilarTunes

SimilarTunes - An iTunes playlist generator based on artist similarity using Last.fm and MusicMobz. Used a combination of Cocoa and AppleScript.

(The app is aka. the genius from 2006).
Hear exactly what you're in the mood to hear with a single click!