New York City
Example simplified to get the idea:
You are sent a request for rider A @ 1st Avenue & 1st Street. You pick up your riders Josh and his two buddies and discover they are going to 1st Avenue & 23rd Street "after" you start the ride on the app.
So you drive in a straight line up 1st Avenue. Easy...