They did that in Dallas (or was it Austin?) after Uber and Lyft abandoned the city. Rides were advertised on a Facebook page and business was booming.

There are security issues for both driver and his fare. That's an opportunity for yet another business. Perhaps an app that broadcasts your whereabouts to your friends and family, and a streaming camera.