Hello Jeremy,
The system signs up the drivers, and not the cars. So each driver needs to register separately and just fill in the blank for the same car as yours. It is nice in many ways, one of them being that once registered, drivers are only a few quick clicks away from signing up again for the following event. It remembers all of your details.
Mike