Earn Airline Miles. There’s no reason you can’t book a great flight deal and earn airline miles at the same time. When you book your published price flights on Priceline, we’ll ask you for your frequent flier number and pass it to your airline along with your reservation. Please check with your airline to determine if you are eligible for your airline’s frequent flier program, including which fares and routings qualify for mileage