Uber isn't as brilliant as they want us to believe they are.
Phoenix & SLC are also not cities in which people are likely to rely on on-demand ride sharing. Most people own their own car especially if they care about being able to determine exactly when they engage in transiting.
Further, in all of the non-mega / non-already-has-developed-rapid-transit-system cities I've been in, apart from one single city (San Francisco), the wait time for Uber is on the order of the wait time for a taxi. The difference between needing to call or book ahead to avoid a 30 minute wait vs. a 15 minute wait is utterly irrelevant.
The real reason why Uber succeeds in these markets is that they currently subsidize the rate paid to the drivers and thus compete on price. They also have way better marketing and do a good job of making people think the market for Uber rides is more liquid than the market for taxi rides (though in truth it's not more liquid except in dense areas).
Uber is not profitable in these areas, and is just hoping it can subsidize the losses on most decentralized transit regions long enough to defeat regulatory issues, outlast competitors, and put pressure on taxi services. It's still quite a significant gamble.
I'm already pretty strapped for cash, hence why I don't have a car but I utilize Uber & Lyft when I'm unable to get to my destination in a timely manner.
I would not however get a taxi simply because I don't know the number to call, I don't know when they'll arrive at my house, and simply the entire taxi experience is just horrible.
As a data point to the contrary, in Chicago we stopped calling taxi dispatchers to our apartment because they would arrive up to 30 minutes late. Even if we scheduled ahead of time, it didn't seem to matter; as if the dispatchers were holding our request until the last minute and then dispatching into the general queue (so why call ahead?)
With the Uber app, whenever we call a car (even a taxi) we get an ETA based on GPS coordinates of the driver, which is both accurate and updates live. There's a level of accountability that was never available with the existing taxi dispatch.
http://www.businessinsider.com/uber-profitable-in-hundreds-o...