Exactly same thing happened to me the other day.  I had sent a christmas gift to a friend in WV.  The UPS tracking said it was delivered, but she did not receive it.  I sent an email to Amazon apprising them of this situation.  Since it was too late for Christmas delivery, they refunded the cost.  Seems to happen a lot this time around.