The highest friendly fraud rate of any vertical. Here's how digital goods merchants can close the evidence gap.
Digital goods and gaming merchants face the highest dispute rate and the lowest win rate of any sector we track. The 1.5% average dispute rate is well above Visa and Mastercard monitoring thresholds, and the 44% win rate means the majority of disputes result in lost revenue, chargeback fees, and the associated operational cost of response preparation.
The core structural problem is the absence of physical evidence. There is no package, no signature, no delivery photo. A physical goods merchant can prove a product was delivered. A digital goods merchant must prove a product was accessed — which requires an entirely different category of documentation that most companies haven't built into their systems.
The one significant advantage: digital products generate logs that physical goods never can. Every login, every page view, every API call, every feature interaction leaves a traceable record. Merchants who have invested in access log retention win disputes at dramatically higher rates than those who cannot produce this data. The evidence gap is real, but it's closeable — it's an engineering and operations problem, not an inherent limitation of the business model.
Digital merchants lose disputes at higher rates for a predictable set of reasons, and those reasons point directly to what needs to be fixed. Understanding the gap is the first step to closing it.
Why digital merchants lose more: Dispute arbitrators trained on physical commerce expect to see delivery documentation. Without it, a cardholder claim of "I didn't receive this" is structurally easier to believe. There is no carrier tracking number. There is no signature. There is no photo at the door. The default mental model works against digital merchants unless they actively shift the evidence frame.
Why the gap can be closed: Every digital interaction leaves a trace that physical commerce cannot match. A shipping label tells you a package was sent; a login log tells you exactly when the customer opened the product, from which device, on which network, and for how long. Feature-level usage data is more granular than any physical delivery receipt. The problem is not the absence of evidence — it's the failure to retain and organize it.
The difference between a 67% win rate and an 11% win rate in the digital goods vertical comes down entirely to whether the merchant retained and organized their access logs. The underlying transaction is the same. The product is the same. Only the documentation differs.
Fraud and authorization codes dominate for digital goods, reflecting both genuine fraud and the high rate of friendly fraud claims that use fraud codes as a vehicle.
| Code | Network | Description | Share of Disputes |
|---|---|---|---|
| Visa 10.4 | Visa | CNP Fraud | 34% |
| MC 4837 | Mastercard | No Cardholder Authorization | 24% |
| Visa 13.1 | Visa | Not Received | 16% |
| MC 4841 | Mastercard | Cancelled Recurring | 14% |
| Amex F29 | Amex | CNP Fraud | 8% |
| Other | Various | Various | 4% |
Not every log entry carries equal weight in a dispute response. These are the specific data points that arbitrators find most persuasive when reviewing digital goods disputes, ranked by evidentiary impact.
Gaming merchants face several dispute categories that don't appear in other digital goods verticals. Understanding these allows game operators to build targeted defenses rather than applying generic digital goods frameworks.
In-app purchases and virtual currency: Disputes over in-game purchases and virtual currency are among the most frequently filed in the gaming vertical. The customer argument is typically "I didn't make this purchase" or "my child made this purchase." Your defense: purchase confirmation sent to the account email address, in-game inventory change log showing the virtual items were added to the account, and session data showing account activity after the purchase.
Account sharing: When multiple people share an account, disputes arise when one user makes a purchase that another user (often the cardholder) didn't authorize. Account-level evidence — showing who was logged in, from which device, at the time of the in-game purchase — can be decisive in these cases.
Parental disputes — where a child used a parent's account or stored payment method to make in-game purchases — are a separate category that requires a different response strategy. These often resolve more efficiently with a courtesy refund rather than a contested dispute. Weigh the chargeback fee (typically $15–50) plus staff time against the refund amount. For purchases under $100, the economics often favor accepting the return and implementing stronger parental control prompts to prevent recurrence.
The relationship between evidence quality and win rate in digital goods is more dramatic than in any other vertical. Merchants with comprehensive access logs win at six times the rate of those with no logs. This is the clearest return-on-investment case for log infrastructure in the dataset.
| Evidence Level | Win Rate |
|---|---|
| Logs + IP + device fingerprint | 67% |
| Logs + IP only | 48% |
| Login logs only | 32% |
| No access logs | 11% |
The progression is linear and predictable. Each additional layer of evidence — moving from login logs alone to login plus IP to the full combination with device fingerprinting — adds roughly 15 to 20 percentage points of win rate. Merchants currently at the "login logs only" or "no access logs" level have a clear engineering roadmap to materially better outcomes.