Yes, mice can and do nibble on soap. As do dogs, young children (my friends' grandson Will has to be supervised with my soap), and weird adult guys (no, no one I personally know -- just stories I've heard). Haven't you ever licked your soap? A lot of it tastes fairly bland and unoffensive. If people eat library paste and other odd things, why not soap?