It might be different now, but when I was helping a friend renew a few months ago, it seemed that people would cancel or change appointments on a regular basis, and appointments would pop up from time to time on days that had previously been fully booked. It seemed to help to keep checking the dates I wanted multiple times throughout the day, every day -- but not sure if this is still the case now.