Not hard at all. If there isn't a cab there waiting (and in my experience there usually is) there is someone there to call a cab for you and they arrive very quickly as they sit on property and wait for calls/fares.
I completely agree with the previous poster. Taxis are normally waiting for fares at WDW resorts. If one is not waiting simply as the Cast Member working at the outside podium and he/she will radio for one right away. Really fast and easy.
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