Generally I would define "rich" bass as having a fairly flat frequency curve, which means all the finer details ACROSS the bass frequencies aren't OBSCURED by a nasty PEAK(s). So rather than having what's known as "one note bass", you have a smooth and detailed SOUND in which you can pick out the more subtle EFFECTS.