Live in Manhatten for a loooong time, take a cab everywhere, an only get in the van type larger cabs. Also, make sure you look intelligent, or at least interesting.
Unfortunantly for you, I’m a firm believer that a full season of cash cab is filmed in under a week. But if you happen to be in NYC for that week, best of luck!!