 In the UK, "Peek-a-Boo" became their fifth Top 20 UK hit, peaking at number 16 in the Singles Chart.A minor controversy ensued after the single's release, as the lines to the chorus "("...Golly jeepers/Where'd you get those weepers?/Peepshow, creepshow/Where did you get those eyes?...