I would estimate if the cost of Uber cost even just 30% less than it is now it would probably see 2x greater utilization (at least I think I personally would use it 2x more often at such a price)

If a self-driving vehicle like OP could hit such a price point (a big if, admittedly) I think it could make a substantial dent in inner city driving, beyond what Uber is able to achieve.