I don't think it will bother the deer at all. I'd think it would smell just like any other dog urine (think coyote) if urine even has a specific scent per species (which I doubt). It probably just smells like what is eaten or drank by the animal producing it, since all dogs eat about the same thing, I would think a domestic dogs' urine would smell just like a wild ones'.