Question: are cash cab contestants random?
Answer: While getting selected for Cash Cab is partly random, Bailey offered one tip as to who he will not pick up. ... Judging from personal accounts, some contestants claim to have been screened for a fake show and then were surprised to learn that they would be participating in Cash Cab.