Same word as take aback:

amaze, astound, bewilder, blow away, blow one's mind, boggle, bowl over, confound, daze, dumbfound, flabbergast, floor, knock over, overwhelm, put one away, shock, spring on, stagger, startle, stun, stupefy, take aback, throw a curve