The reason Uber became so successful was because it became cheaper than a cab in most major markets with world class service
I'm not sure that "cheaper than a cab" had anything to do with it. You're the first person I've ever heard to cite pricing as a reason why people use Uber; everybody I've spoken to has cited the quality of service as the reason.