File the Item Not Received dispute.
If the seller cannot prove delivery, PP will refund you and go after him for the money.
If the item arrives after that you can repay the refund to the seller using PP's Send Money service. If you do this, be sure to include the original transaction numbers in the text box.
You have 60 days to leave feedback. Take your time on that.