There's clotted cream (and double cream, treacle, golden syrup, mixed spice, etc) in every major American metro I've ever been in. Look for a British import shop. Or, if you're in New England, SoCal, etc, you might just find domestically produced stuff (Gelson's in LA has it, for instance).