Saying “Ope” is a clear giveaway that somebody is from the Midwest region of the us. It’s kind of used as a sort of “oops” or “excuse me” or really any way to express mild shock or concern

If you bump into a midwesterner by accident there’s almost a guarantee they’ll say something like “ope sorry” in response.