I would definitely go with a van rather than a car. It wouldn't take long for your body to suffer if it wasn't able to stretch out when sleeping.

Also you'd be surprised how much personal gear you would want to take and how much room it all takes up in a car. Would be a struggle to do it for more than a week in a car IMO, but a small van would be a lot different.