Physical-Goods Chargeback Defense Is a Records Problem

Physical-goods cases are won in the order log, before the chargeback arrives.

A physical-goods seller's chargeback defense is built from a different stack than a SaaS or subscription business's. The disputes look different (non-receipt, defective merchandise, returns where the refund did not process), the codes are different (Visa 13.1, Visa 13.3, and Visa 13.6 as a dominant trio, with Visa 10.4 sitting alongside), and the evidence that wins is specific to having shipped a physical object to a real address. The merchants who win these consistently are not the ones with better letters. They are the ones who captured the right records at the order, not at the dispute.

The single most decisive piece of evidence on a physical-goods chargeback is the Address Verification Service (AVS) match captured at the original authorization. AVS shows whether the billing address the buyer entered at checkout matched the address the issuing bank had on file for the card. A "Y" or "M" match is the merchant's argument that the buyer was who they said they were; an "N" or absence is a serious problem the merchant has to argue around. Most processors return AVS state at the moment of authorization, and most order logs do not capture it. The merchant retrieves it at dispute time by digging into the processor's transaction record, or fails to retrieve it at all and writes the letter without it. Letters written without AVS state lose at 13.1 and 10.4 representment at a rate that has nothing to do with the merchant's actual fault.

Tracking is the second piece, and most sellers assume it will carry the dispute on its own, which it no longer does. A carrier confirmation that says "delivered" is, in 2026, treated as one input among several rather than as decisive. Issuers have learned that "delivered" can mean a package left at an apartment building lobby, a wrong address that happened to accept the parcel, or a misroute the carrier marked correctly but the cardholder never received. The merchant needs the tracking number with the carrier confirmation, paired with the delivery method (signature, photo, or delivery-to-address-on-file). Where the merchant has tracking plus a signature for a cardholder name that matches the billing record, the dispute closes quickly. Where the merchant has only a "delivered" status and no method, the case is open to the cardholder's account.

Visa 10.4 fraud disputes on physical goods have a structural advantage the merchant should exploit. The cardholder is claiming they did not authorize a transaction, the merchant shipped a tangible item to their billing address, and the cardholder retained it. The combination of AVS match, delivery to the billing address on file, and any prior order history from the same card builds an evidence picture the issuer reads as a known buyer reneging. Visa's Compelling Evidence 3.0 framework, where it applies, gives the merchant a procedural path to surface a buyer's history of prior legitimate transactions with the same card, and the framework is designed specifically for this evidence shape. The mention of CE 3.0 in the rebuttal letter, where the case qualifies, signals to the issuer that the merchant is arguing under the framework's prior-transaction provisions rather than throwing generic fraud-defense evidence at a generic dispute.

Returns and defective-merchandise disputes split into two operational realities. The buyer who returned the goods inside the policy window and is owed a refund is a refund case, not a representment case, and fighting it at representment loses on the merits and damages the chargeback ratio. The buyer who is claiming "not as described" on a product that matched the listing, or who returned the goods after the policy window, is a representment case if the merchant captured the product description at point of sale, retained the return-policy acceptance record, and can show the buyer agreed to the policy that governs the dispute. Most merchants who lose 13.3 and 13.6 cases lose them because the policy at the time of the original transaction was never captured in a form that survives a year, and the version on the current site is treated by the issuer as insufficient evidence of what the buyer actually agreed to.

The operational discipline is unglamorous and inexpensive. AVS state captured at authorization needs to live in the order log alongside the order ID and the transaction details, rather than only in the processor's record where it has to be retrieved at dispute time. Tracking number and chosen delivery method need to attach to the shipment record at the same order. The product description, the price, and the return policy as the buyer saw them at checkout are snapshotted per-order rather than per-current-site-version, so the buyer's actual agreement survives whatever changes to the site come later. A customer record that links every order from the same card to a single buyer history makes prior-transaction evidence a query rather than a manual reconstruction. None of this is visible at the point of sale, and most of it is one schema change away from any existing order log.

The merchants who run a positive return on the physical-goods chargeback portfolio are the ones whose dispute team can answer the issuer's questions in the language the issuer is asking them in: AVS, tracking, delivery method, return policy at order time, buyer history. The merchants who lose by default are the ones whose dispute team has to write letters from order records that captured the price and the shipping address but nothing else. The gap between the two is operational rather than rhetorical, and the cost of closing it is a small schema change at the order log, captured once.