I've tried it one morning last week actually, bad nights sleep, looked puffy, dabbed a tiny bit under each eye and it was noticeable in 10 minutes whilst I put makeup on. I didn't go anywhere near my eye and washed hands after before applying makeup.
It doesn't work on dark circles, but does, IMO, reduce bags / puffiness.