You should be able to go to paypal's resolution centre and file an item not received dispute even if you were a guest. Give them a call to find out for sure. You may have to call your credit card company to find out how to do a charge back if paypal can't help you.
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Non payers should get unpaid item strikes and be added to block bidders lists. Period.
