I live in NYC and don't see the use for Uber unless you live in an area that isn't serviced by yellow cabs especially given the premium that they seem to charge. The vast majority of NYC residents don't use taxies frequently (roughly 241M passengers per year, on par with a single subway line) and a very small subset of those use livery cabs.