There are lots of reasons that cats stop using their litter boxes, but the two that I have found to be the biggies are clumps of clumping litter laying on top of the fresh litter and the smell. Clumping litter is designed to make human intervention in litter boxes less time consuming and what you might think of as cleaner.
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Why Cats Don’t Use Their Litter Box