I tried that, made screenshot of submitted wallet, transaction, my wallet and it didn't work. They told me the buyers account got stolen and even if they receive goods they reserve the right to get their money back.
I was like

Isn't the customer required to return the merchandise?
13.3 How much coverage do I get with PayPal Buyer Protection?
Items purchased on eBay:
If you see the PayPal Buyer Protection message "Pay with PayPal and full purchase price is covered", and if PayPal finds in your favor on your Claim, PayPal will reimburse you for the full purchase price of the item and original shipping costs with no cap on coverage. PayPal will not reimburse you for the return shipping costs that you incur to return a Significantly Not as Described item to the seller or other party PayPal specifies. If the seller presents evidence that they delivered the goods to your address, PayPal may find in favor of the seller even if you did not receive the goods.
Yeah, but I think they are talking about physical goods. I mean could take them to court and prove wrong because I do have proof, but it's not worth over $15.