Do rabbits have teats if they aren't pregnant?

Yes, male and female rabbits have nipples, although they may be hard to find because they're very small under the fur; the nipples of a nursing female rabbit will be much larger and easier to find. Another word for nipple is "teat" but this word is usually only used to refer to the nipples of a nursing mother.