That's usually what shelters do. But usually if a regular cat owner does that, they use a very small amount of litter. Some cats prefer deeper litter. And that could get expensive, dumping it every day. So it depends what your cat likes.
If you keep it deeper and scoop the poop out every day, non-clumping litter usually lasts a week or so.