Wie lange hast du schon diesen Ausschlag?

This is easy to remember if you think of it as a loose literal correspondence to the idea of “breaking out” in a rash. Although in English the word “outbreak” isn’t used to refer to a rash, only to an epidemic, we still do say you “break out” in a rash and it’s the same idea.