The entirety of Driven takes place in Los Angeles, California. It is where Colton grew up and where Riley has lived since starting college at UCLA.

The specific locations where various scenes take place vary widely. Several take place at The House, the home for boys that Riley's company runs. It is a raucous, fun home that is often filled with laughter although there is a firm structure designed to help the boys succeed. At the other end of the spectrum is Colton's palatial beachfront home in Malibu, where he takes Rylee as a means of letting her more deeply into his life.

Other scenes take place at the home shared by Rylee and Haddie, various restaurants, a club at which Haddie's product launch is held, the location of Rylee's charity event, the beach, and the race track where Colton is testing his car.