You can, but should not often. If you do, you need to get shampoo specifically for a rabbit. And here is the key: you MUST dry the rabbit completely with a hair dryer on the cool setting. It is very time consuming, but necessary. If you don't, the bottom wont dry, causing the skin to rot.