The IRS allows a 50 something cents per mile business expense deduction. And if you run some numbers that’s a pretty good ballpark for the cost of operating a car.
Considering that's more than a cab costs in some European countries, driver included, I would say we aren't talking about commodity tech, but a highly profitable initial phase.