Top carpooling markets tend to transition to top billboard markets. Where there is high commuter traffic, there’s high reward for outdoor advertising.
Increasing potential exposure time for your billboard (i.e. during that traffic no one likes) is easy in markets which higher than average commute times.
Take a look at the top markets for carpooling.