Do you have to police it? I realize it's irritating when people "borrow" the space without permission, but it sounds like watching it is more trouble than it's worth, up to the point that you do want to rent it out.

We had a parking spot before we had a car, and rented it out for a small sum to a neighbour's son, pretty straightforward.