While cash is always the best way to take payment of a private party vehicle. It is important to have a paper trail of your transaction. Be sure the title is signed over to you at the time of your transaction. Also make sure that all parties involved (buyer and seller) sign written documentation of the financial transaction. You can definitely finance a private-party purchase. The process will take a little longer, but you can call your bank directly to secure a loan.