As a business model they will probably stick around and expand. However, while they will probably work well in a personal pinch during normal times, for a major wide area disruption (earthquake, major civil disorder, et al) they'll probably be no better that public transportation. At the end of the day it's just a car and driver with the limitations of every other car and driver.