informal Australian, New Zealand
A quick look.
Early 16th century (originally denoting a game of hiding and reappearing): from bo, an exclamation intended to startle someone (compare with boo) + the verb peep. The current sense dates from the 1940s.
Let’s take a bo-peep at the word, today, shall we?