Many thanks dsieg58 and KenW3.
I'd like to share what I ended up doing after I read your advises.
The seller sent me the website files first, holding the domain.
Then I paid via Paypal adding in the description something like "Physical product, waiting the delivery of the website files via CD".
The seller transferred me the domain 5 minutes after the payment