Zero feedback has nothing to do with anything, plenty of buyers with feedback in the hundreds plus can just as easily be dodgy as

That said, I hope you have already put this 'person' on your blocked list so they can't pull the same thing on you again

And the random listings I looked at of yours all said you accept returns, including your completed listing for a $255 item