Look at San Francisco … it took 30 years of fighting the taxi lobby to get BART extended to the airport, and that’s in a transit-happy area.
I’m not saying it’s hopeless … Look at Atlanta … cabs are inconveniently located and it’s very hard to find a shuttle, because everyone takes MARTA to and from the airport.