If you get up to Executive Elite status, which is the next tier above Executive, then you can book up to a fullsize car with only 24 hours notice even if the location is sold out. It's saved my bacon a couple of times.

To get to Elite you need to do 25 paid rentals or 85 rental days in a calendar year. You qualify and receive status the moment you hit either threshold.