I bowl in a notoriously bad house for dirt and I just use Black Magic Rejuvenator and a hand towel. I got a nice big bottle on eBay for a really fair price and it does a really nice job, occasionally need a little elbow grease for thicker spots but usually once over each third of the ball and its perfect without much effort.
Just Keeping it Real!