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Friendly Fraud
Friendly Fraud
A chargeback filed by the legitimate cardholder — not a criminal using stolen credentials — against a purchase they actually made. The cardholder disputes the charge with their bank rather than seeking a merchant refund, resulting in the bank reversing the transaction at the merchant's expense. Also called first-party fraud (Stripe, Adyen), first-party misuse (Visa, MRC), or cyber shoplifting for the deliberate extreme.
Taxonomy
Three patterns, per cside.com (2026-07-19):
| Type | Description | Prevalence |
|---|---|---|
| Confusion | Customer forgot the purchase, doesn't recognise the billing descriptor, or doesn't recall a recurring subscription | Largest bucket |
| Remorse | Customer used the product, decided not to pay, filed a chargeback instead of requesting a refund; common in digital goods, subscriptions, and categories with return friction | Mid-range |
| Cyber shoplifting | Deliberate exploitation of the dispute process to keep goods and receive a refund | Smallest bucket; fastest growing |
Checkout.com further distinguishes "friendly fraud" (accidental / confusion) from "chargeback fraud" (deliberate). Stripe and Adyen treat both under the umbrella of "first-party fraud." See Web — Friendly Fraud 2026-07-23 Contradictions section and the Ecommerce Fraud cluster.
Scale and prevalence (as-of 2026)
- #1 reported fraud type globally: 44.3% of enterprise businesses surveyed by Adyen report first-party fraud as their most common fraud type; fake accounts/identity abuse second at 42.2%; traditional stolen-card fraud reported by only 36% (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20)
- 62% of merchants saw first-party misuse rise ≥5% in the past 12 months (as-of 2026). 38% of merchants saw a 5–25% increase in 2024, up from 25% surveyed in 2023. (Checkout.com citing MRC Global Payments and Fraud Report 2025; Stripe citing MRC, 2026-03-10)
- 6.2× increase in abusive free trial activity detected by Stripe's models from November 2025 to February 2026 (as-of 2026-03-10). (Stripe Blog, 2026-03-10)
- Retail e-commerce chargebacks +233% from Q1 to Q3 2025; chargeback rate hit 0.26% in Q3 2025 — a 53% jump from start of year (as-of 2025-12-18). (Sift Q4 2025 Digital Trust Index, via Payscout 2025-12-18)
- 60–80% of card-not-present ecommerce chargebacks are friendly fraud, per Visa, Mastercard, and MRC surveys; digital goods and subscriptions sit at the top of that range. (cside.com citing card networks, 2026-07-19)
- Global chargeback volume projected to grow 41% from 238 million to 337 million transactions between 2023 and 2026 (as-of 2026-07-09). (Chargebacks911 citing Mastercard/Worldpay joint research, 2026-07-09)
Financial impact
- Cost per dispute: $82 (as-of 2026-05-20), up from $74 in 2024. (Adyen 2026 Fraud Report, 2026-05-20)
- $35 per $100 in disputes — the cost to manage first-party fraud for merchants (as-of 2026-03-10). (Stripe Blog, 2026-03-10)
- 3% of identities drive 50% of refund value on Adyen's platform; 5% of identities drive 41% of all fraud incidents and 58% of fraud value (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20)
- $42 billion — Mastercard's 2025 State of Chargebacks projects global chargeback costs to merchants will reach this level by 2028, with nearly half reported as fraudulent. (Mastercard press release, 2025-06-25)
- ~$100 billion/year in global losses from refund abuse — Stripe's own estimate, methodology undisclosed. (Stripe Blog, 2026-03-10)
- 97% of businesses surveyed by Adyen made at least one fraud-related tradeoff in the past year; only 3.2% report no tradeoffs. 70% expect fraud and abuse to limit revenue growth over the next 12–24 months (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20)
LexisNexis True Cost of Fraud Study (2024): every $1 lost to fraud costs US merchants $4.61 — a 37% increase compared to 2020. 2024 study; no 2025/2026 update found.
Consumer behaviour drivers
- Social-media tutorials on "chargeback-ing your way to free stuff" are a documented demand-side driver; 10% of Sift-surveyed consumers admitted using tactics from "refund hack" tutorials (as-of 2025-12-18); 18% justified false claims because an order arrived late; 17% because the retailer "behaved unethically"; 12% knew the bank would cover it. (Sift Q4 2025 Digital Trust Index via Payscout, 2025-12-18; Bloomberg via BoingBoing, 2026-07-16)
- Consumers prefer disputes to refunds: 84% prefer chargebacks over merchant refunds; 72% do not know the difference, per Ethoca's 2024 Outlook Report (cited in Chargebacks911, 2026-07-09).
Ethoca 2024 Outlook Report figures above (84% / 72%) are pre-2026 survey data. Chargebacks911's own 2026 Cardholder Dispute Index: 72% of cardholders consider disputes "a valid alternative to refunds" (as-of 2026-07-09). (Chargebacks911, vendor COI)
- Generational skew: 1 in 5 consumers admit using different email addresses to access promotions multiple times; this rises to 29% of Gen Z and 27% of millennials (as-of 2026-03-10). (Stripe citing 451 Research Voice of the Connected User Landscape 2025, 2026-03-10)
- Wardrobing self-admission: 27% of online shoppers who returned ≥1 item in a 12-month period admitted to Wardrobing; rises to 49% for Gen Z (as-of 2026-03-10). (Stripe citing NRF 2025 Retail Returns Landscape, 2026-03-10)
- "Gaming the system" framing: 46% of merchants believe the most common driver is consumers learning to game the system; 25% of consumers surveyed by Checkout.com deliberately tried to claim a refund after receiving an item on two or more occasions.
Checkout.com figures above from YouGov survey (18,000 consumers), published 2025-04-15. Pre-2026.
Consumer framing of chargebacks
Shopify Community forum threads (2023–2026) and r/MiddleClassFinance (July 2026) show a consistent consumer counter-narrative: chargebacks are framed as a legitimate last resort when merchant customer service fails, not as fraud. r/MiddleClassFinance users responding to Bloomberg's July 2026 reporting wrote: "Using the protections afforded you by your payment method of choice is 'friendly fraud'? Fuck that" (u/whatigotinmyhandnowb) and "Reaching out to the business and getting the runaround/no response is a valid reason for a chargeback and is not friendly fraud" (u/Excellent_Kiwi7789). Researcher Michael Greenwood (cited in Bloomberg via BoingBoing, 2026-07-16) attributes much of the surge to confusing billing descriptors, forgotten subscriptions, and degraded CS quality — framing confusion friendly fraud as partly a merchant operational failure. (BoingBoing, 2026-07-16)
Shopify Community merchants (thread active through June 2026, 2,756 views, 82 replies) report losing disputes even when submitting written customer admissions that a charge was legitimate, and allege Shopify's dispute portal may not transmit evidence to card issuers at all in some cases. (community.shopify.com, 2023–2026)
Fashion and apparel context
- Most disputed retail category (as-of 2025-12): Clothing, Accessories and Cosmetics = 20% of all disputed retail categories in Q3 2025 — the highest single segment. (Sift Q4 2025 Digital Trust Index via Payscout, 2025-12-18)
- Wardrobing overlap: The Wardrobing and Bracketing (Fashion Returns) patterns overlap with friendly fraud when customers use the chargeback mechanism rather than the returns process. Appriss Retail 2026 Total Retail Loss Benchmark Report: 12% of all returns involve abuse including wardrobing and bracketing (as-of 2026).
- Resolution path matters: Adyen 2026 data shows apparel and luxury merchants reduced refund rates 21–25% in 2025 without a corresponding dispute increase, by offering exchanges or store credit as alternatives to cash refunds. A dating platform counter-example saw a 38% refund reduction trigger a 66% chargeback increase — demonstrating that tightening refund policies without alternative resolution paths diverts customers to chargebacks (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20)
NRF 2024 Consumer Returns (via Chargebacks911, 2026-07-09): $890 billion in US retail returns; 13.5% ($101 billion) = return fraud. 2024 data; see Contradiction note below on 2024 vs 2025 totals.
Card network response (as-of 2026)
Visa
- VAMP (Visa Acquirer Monitoring Program): Launched April 2025, combining the legacy VDMP and VFMP into a single dispute-plus-fraud ratio. Full enforcement from October 2025; tightened further April 2026. Merchants in "Excessive" classification face fees of $8 per disputed transaction (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20)
- Threshold cut: Acceptable dispute rate reduced from 2.2% to 1.5% as of April 2026. (Beacon Payments Blog, 2026-03-24)
- Response window: US merchants now have approximately 9 days to respond to certain disputes; tiered fee system rewards faster response. (Beacon Payments Blog, 2026-03-24)
- CE 3.0 (Compelling Evidence 3.0): Allows merchants to present two or more prior undisputed transactions on the same payment method / device ID / IP / shipping address to presume the disputed transaction legitimate. Without CE 3.0 evidence: merchant win rate 15–20%. With device-intelligence-backed CE 3.0: 40–60% win rate (as-of 2026-07-19). Requires device intelligence captured at transaction time — retroactive collection does not work. (cside.com, 2026-07-19)
Ami Patel (VP Visa Risk Programs, Visa) at ChargebackX 2025: VAMP replaces VDMP+VFMP and reshapes global fraud and dispute monitoring; new thresholds require operational adjustment from merchants and acquirers. (Justt/ChargebackX 2025, 2025-09-17)
Kimberly Singleton (Director Product Management, Worldpay) at ChargebackX 2025: VAMP timeline and fee changes make accepting and defending chargebacks on time "a crucial matter for merchants"; recommends Verifi pre-dispute tools (RDR/CDRN) to meet tighter response windows without hurting CX. (Justt/ChargebackX 2025, 2025-09-17)
Mastercard
- First-Party Trust program: Launched in the US; expanded to Canada, Latin America, Caribbean, and Asia Pacific in June 2025. Provides enhanced data-sharing at time of transaction or dispute: purchase history, device details, delivery info, identity elements, and geolocation. Grants merchants chargeback protection for disputes where data-sharing requirements are met (as-of 2025-06-25). (Mastercard press release, 2025-06-25)
- Response window: 45 days from chargeback notification to file representment under Mastercard rules.
Johan Gerber (EVP Global Head of Security Solutions, Mastercard): "As e-commerce continues to evolve, businesses are increasingly able to create new consumer experiences, which underscores the need for a clear framework to manage complex disputes. The First Party Trust program supports businesses and banks by facilitating the exchange of evidence, thereby streamlining the dispute resolution process." (Mastercard press release, 2025-06-25)
Katie Steel (VP Security Solutions, Mastercard) and Ludovic Houri (MD, Head of Merchant Services EMEA/APAC, JP Morgan) at ChargebackX 2025: 75% of all disputes result from first-party fraud — "one of the industry's greatest challenges." (Justt/ChargebackX 2025, 2025-09-17)
Merchant detection and prevention
- Merchant win rates: 45% of re-presented chargebacks succeed; net recovery rate = 18% (as-of 2026-07-09). (Chargebacks911 Chargeback Field Report — vendor data, COI, 2026-07-09)
- Tool usage (as-of 2026-07-09): 32.4% of merchants use 3D Secure 2 (3DS2); 17.8% use RDR (Rapid Dispute Resolution); 26.3% use pre-chargeback alerts. (Chargebacks911 Chargeback Field Report, vendor COI)
- Automated response: Merchants using automated dispute response recorded a 33% reduction in chargeback cases (as-of 2026-07-09). (Chargebacks911, vendor data)
- False decline risk: 50% of businesses report rising false declines; static fraud controls are blocking up to 10% of legitimate customers. Overly rigid filters can cause merchants to lose 75× more revenue than fraud itself (as-of 2026-05-20). (Adyen 2026 Fraud Report, 2026-05-20; Chargebacks911, 2026-07-09)
- AI adoption: Approximately two-thirds of merchants currently use AI-based fraud-prevention tools or plan to. (Digital Commerce 360, 2026-07-01 — paywalled; search summary only)
- Agentic commerce emerging risk: Shahar Tal (CTO, Justt) warned at ChargebackX 2025 that AI shopping agents (e.g. Amazon "Buy for Me" beta) will generate new friendly-dispute patterns — forgotten orders, accidental quantities, agent glitches — requiring merchants to distinguish legitimate Agentic Commerce traffic from bots and adapt chargeback evidence policies accordingly. (Justt/ChargebackX 2025, 2025-09-17)
Contradictions
Share of chargebacks that are friendly fraud: cside.com (citing Visa/Mastercard/MRC) reports 60–80% of card-not-present ecommerce chargebacks are friendly fraud (2026-07-19). Katie Steel (Mastercard) at ChargebackX 2025 cited 75% of all disputes as first-party fraud. Chargebacks911 projects 61% of ecommerce disputes will stem from friendly fraud by 2026. Merchant self-reports in Chargebacks911's own data estimate only ~45%. The range (45% self-reported → 60–80% card-network-acknowledged) likely reflects under-recognition by merchants rather than a factual conflict, but the spread is material for benchmarking. Sources: [cside.com 2026-07-19] vs [Chargebacks911 2026-07-09] vs [ChargebackX 2025, justt.ai]
Adyen platform shows -20% fraudulent chargeback losses in 2025 while industry-wide first-party fraud is rising. Adyen data reflects traditional high-value fraudulent chargebacks redistributing to lower-value, higher-frequency activity (average dispute value also fell 23% on the Adyen platform). Overall prevalence of first-party misuse is simultaneously rising per Stripe, MRC, and Checkout.com — measuring different things (loss quantum vs. incident rate). Sources: [Adyen 2026 Fraud Report, 2026-05-20] vs [Stripe 2026-03-10] vs [Checkout.com citing MRC, 2025-04-15]
Definitional taxonomy — "friendly fraud" vs "first-party fraud": Checkout.com explicitly distinguishes "friendly fraud" (accidental — forgotten purchase, descriptor confusion) from "chargeback fraud" (deliberate — knowingly disputing a legitimate charge). Stripe and Adyen treat both under the umbrella of "first-party fraud." Statistics across sources may therefore not measure the same population. Sources: [Checkout.com 2023-09-01] vs [Stripe 2026-03-10] vs [Adyen 2026-05-20]
Total US retail returns 2024 vs 2025: Chargebacks911 (citing NRF 2024) = $890 billion in 2024 returns. Forbes (2026-02-16) = $850 billion in 2025. The 2025 figure being lower than 2024 could indicate a genuine decline or reflects non-comparable methodologies across surveys. Sources: [Chargebacks911 citing NRF 2024, 2026-07-09] vs [Forbes, 2026-02-16]
Key terms
| Term | Meaning |
|---|---|
| Friendly fraud | Chargeback filed by the legitimate cardholder on a purchase they made |
| First-party fraud / misuse | Industry umbrella term (Stripe, Adyen, Visa/MRC) covering all cardholder-initiated dispute abuse |
| Chargeback fraud | Checkout.com's term for the deliberate subset of friendly fraud |
| Cyber shoplifting | Extreme deliberate friendly fraud — keeping goods while obtaining a refund |
| CE 3.0 | Visa Compelling Evidence 3.0 — merchant evidence standard enabling prior-transaction pattern proof |
| VAMP | Visa Acquirer Monitoring Program — unified fraud + dispute monitoring ratio, effective April 2025 |
| First-Party Trust | Mastercard's program for enhanced dispute data-sharing to counter friendly fraud |
| Representment | Merchant's formal challenge of a chargeback with supporting evidence |
| RDR | Rapid Dispute Resolution — Visa/Verifi pre-dispute resolution tool |
| VDMP / VFMP | Legacy Visa Dispute Monitoring Program / Visa Fraud Monitoring Program — replaced by VAMP (April 2025) |