I would be surprised. At least in New York, people use taxis very often, and thus use Uber very often. I'd wager the vast majority of Uber usage is in people's home towns/cities.

Personally, I use other apps when in NYC, but fall back to Uber when I'm somewhere else and can't find a local app.