Some tourist parts in Istanbul are pedestrian so you'll want to pay attention when choosing your drop-off spot. The preferred apps for booking a Taxi in Istanbul are BiTaksi, TaxiTender, and iTaxi, You may as well use Sites for example istanbulairport.com/taxi to pick a taxi so conveniently.