I think shoe covers are helpful on road bikes, but not as helpful MTBing, especially when you are stuck riding through puddles that are above your BB and long enough that pedaling is required. My feet were completely submerged on each pedal stroke. Definitely should have had the smart wool yesterday! But, on a short riding like that I was just really happy I had remembered clean socks and dry shoes!