As long as a merchant keeps good records of their transactions, including detail tapes from cash registers or information from an online purchase, they will usually be able to settle any chargeback inquiry.
Providing specific information, such as a signed sales receipt, is usually enough to refresh a customer's memory and end the chargeback dispute.