When you arrive in an airport - whether a local or a tourist - check in and see who else might want to share a cab. Chances are youre going to a similar part of the city, especially if youre a tourist.
Its a simple app. Check into your airport, give some basic details about you, and then see the list of others looking to split a cab and their approximate whereabouts in the airport.
Then say Hey, and split a cab.