You know, I don't honestly know. It might be that it's rare, or it might coincidentally just not be in shops right now. I generally just put a high price on it and wait to see if it sells, or if others put it in their shops cheaper.
But I have some extra you can have, as my shop is full right now and I don't have room for the soap.