No, I fold it rather loosely, kind of half between rolling and half folding, and then put it in a very large storage tote. I also don't put the lid on it cause just putting it there is enough to keep cats away.
I also put a very old, mostly worn out yoga mat on top of it so if my kitten, Mac...