These spots are always busy, even during winter. It's one of the most popular spots to camp in the US. I would prep a backup plan or two in case you arrive and there's no availability.
These sites and everything else near Zion are very busy year-round. There are even less options if you have a big setup, there are spots for big campers in the beginning closer to the road. Best of luck!