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Chargebacks are projected to cost eCommerce merchants $33.79 billion globally in 2025 and $41.69 billion by 2028. This represents a 23% increase in just three years, according to a Mastercard report from 2026. For US merchants, every dollar lost to fraud costs $4.61 in total losses when including fees, operational costs, and lost merchandise, as noted by the LexisNexis Risk Solutions True Cost of Fraud Study 2024.
While the average transaction value of a chargeback is $84, the true cost per dispute reaches $315. This higher figure accounts for fees, staff labor, and other damages (Opensend, 2026). Many Shopify merchants rely solely on Shopify's built-in fraud analysis. This tool is a valuable first filter, but it was designed for a world where fraud was simpler.
Today's fraud landscape is more complex. The basic risk score often misses two of the largest and fastest-growing chargeback categories. This article covers what those categories are, where the data shows risk is coming from, and what a multi-layer prevention approach looks like in practice.
What is "friendly fraud" and why is it a problem?
Friendly fraud is when a legitimate customer disputes a charge after receiving their order, claiming it was unauthorized. It is a major problem because it now accounts for 36% of all reported fraud, and standard fraud tools cannot detect it since the initial purchase appears legitimate.
The main story around chargebacks is often about stolen card details. While this true fraud exists, it is no longer the majority of what merchants face. First-party fraud, also called friendly fraud, now represents a $132 billion risk to eCommerce. This is a 140% increase in a single year, up from just 15% in 2023, according to the Sift Q4 2025 Digital Trust Index.
The psychology behind this trend is revealing. Research from chargeback.io's 2026 statistics report shows why customers do this:
- 84% of customers say filing a chargeback is easier than requesting a refund.
- 72% see no real difference between a chargeback and a refund.
- 52% skip contacting the merchant entirely before filing a dispute.
That 52% figure is the most operationally significant. For more than half of these customers, the chargeback was not a last resort. It was their first action. This matters for prevention because true fraud and friendly fraud require different responses. Basic fraud tools are not designed to stop a legitimate customer from disputing a charge after delivery.
What does Shopify's built-in fraud analysis miss?
Shopify's fraud analysis is a good first filter for obvious third-party fraud but has significant blind spots. It cannot prevent friendly fraud, and it does not work on orders from channels that bypass the standard checkout, like social commerce or agentic storefronts.
Shopify's fraud analysis assigns a risk level to each order based on transaction signals. These include payment methods, address relationships, and email domains. For orders through the standard checkout, it also uses behavioral signals. While useful, this system has key limitations.
First, it does not address friendly fraud. A customer with valid credentials and normal buying habits will get a low risk score. The system has no way to know if they plan to dispute the charge later. Second, it does not operate on orders that bypass the checkout. Orders from AI-sourced storefronts or social commerce channels lack the behavioral signals that inform much of the risk score.
Relying on disputing chargebacks after they occur is not a viable strategy. On average, merchants win only 45% of chargebacks (PayCompass, 2025).
"Merchants say all types of chargebacks have increased over the past 12 months, with 80% of chargebacks stemming from fraud. 56% of merchants report chargeback volume increased over 10% in 2024."
How can I spot potential fraud before an order ships?
Look for combinations of risk signals, not just single indicators. A first-time buyer using mismatched addresses for a high-value order is a red flag. Individually, these signals are common, but together they suggest a need for manual review before fulfillment.
Effective pre-transaction fraud prevention requires evaluating these signal combinations:
- Billing/shipping address mismatch + first-time buyer + high order value. Any one of these is common. All three together on one order warrant holding it before the label prints. A new customer spending $400 and shipping to a new address lacks trust signals.
- Freight forwarder address + high order value. Freight forwarders can be legitimate but are also used in fraud. The combination of a forwarder and a high-value first order requires review before shipping.
- Velocity clustering from the same billing profile. Multiple orders in a short time can be a bulk purchase. It can also be a fraudster testing a card or using a compromised account.
- Disposable or newly registered email domain. Fraudsters often use disposable emails. Most customers use major providers like Gmail or Outlook. An order from a recently created or known disposable domain is a significant signal.
The key is to evaluate these signals in combination, not isolation. You should have a defined response for each combination, whether it is to approve, hold for review, contact the customer, or cancel the order.
How can I win friendly fraud disputes?
You can win disputes by using clear communication and thorough documentation. Proactively send delivery updates to reduce customer anxiety. Keep detailed records like delivery confirmations and IP addresses to provide compelling evidence to card networks if a dispute is filed.
Friendly fraud cannot be stopped before the transaction, but it can be managed after. Visa's Compelling Evidence 3.0 framework helps merchants challenge these chargebacks. It requires cardholders to show the transaction is inconsistent with their history. Merchants with good records are better positioned to win.
For every order, this is the evidence that matters in a dispute:
- Delivery confirmation with a tracking number and carrier timestamp.
- Signed delivery confirmation for high-value orders.
- IP address and device fingerprint from the time of purchase.
- Email correspondence history with the customer.
- Product photos or screenshots of what was ordered.
- Any post-delivery communication showing the customer received the product.
"First-party fraud is now the world's most prevalent fraud type. It represents 36% of all reported fraud in 2024, up from just 15% a year earlier, on top of a $132 billion risk to e-commerce."
Proactive communication also reduces the motivation to file a chargeback. Common reasons include delayed delivery (18%) and perceived unethical behavior (17%) (Sift, Q4 2025). Sending shipping updates and having clear, fair policies can prevent these issues from escalating.
How do I stop chargebacks from customers who don't recognize a charge?
Use a clear billing descriptor on your customers' credit card statements. If your legal business name is different from your store name, customers may not recognize the charge and dispute it. Customize your descriptor in Shopify to match the store name customers know.
A surprising number of chargebacks happen because of genuine confusion. A store named "The Candle Workshop" run by "Williams Retail Holdings LLC" might appear as "WILLIAMS RH" on a statement. A customer who does not recognize that name may file a dispute, believing the charge is unauthorized.
You can configure your billing descriptor in Shopify's payment settings. It should match the name customers associate with your store as closely as possible. Including a domain or product name can help when the business name is ambiguous. This is one of the simplest and most effective prevention measures available.
Can making refunds easier actually reduce chargebacks?
Yes. A difficult refund process is a primary reason customers file chargebacks. By making your refund process easier and faster than a bank dispute, you give customers a reason to resolve issues with you directly, preventing many chargebacks before they happen.
The 52% of customers who file a chargeback without contacting the merchant are making a rational choice. If requesting a refund involves a hidden email, a complex policy, or a long wait, the chargeback becomes the path of least resistance. Make your refund process the easier option.
- Provide a visible refund mechanism. Use a dedicated email address for refunds and display it prominently in order confirmation emails and tracking notifications.
- Commit to a fast response time. Acknowledging a request within 24 hours can reset a customer's patience and make them less likely to escalate the issue.
- Offer a no-questions refund policy. For orders under a certain value, the cost of a refund is usually less than the cost of a chargeback. This removes the friction that leads to disputes.
"65.3% of friendly fraud cases are a result of buyer's remorse, a customer making a purchase and then regretting it. This could be because they're not satisfied with the product or that they made an impulsive purchase."
Buyer's remorse that is resolved with a simple refund costs you the product margin. If it becomes a chargeback, it can cost you the $315 true cost of a dispute.
What are chargeback alerts and when should I use them?
Chargeback alerts are services that notify you of a dispute before it becomes a formal chargeback. They allow you to issue a refund immediately, avoiding chargeback fees and helping you stay below card network monitoring thresholds. They are most useful for high-volume merchants.
Visa's Rapid Dispute Resolution (RDR) and Mastercard's Collaboration program allow merchants to automate refunds when a dispute is detected. This prevents the dispute from escalating and avoids the associated fees. This is significant for merchants near chargeback program thresholds.
Visa's new Visa Acquirer Monitoring Program (VAMP) sets the "excessive" threshold at 0.9% of transactions as of January 1, 2026. It includes a $10 fee per disputed transaction for merchants above that limit. For a store with 1,000 transactions per month, staying below 9 chargebacks avoids VAMP fees. Alert services can be the difference.
What is the most cost-effective way to prevent chargebacks?
The most cost-effective prevention happens before an order ships. Validating order details, especially shipping addresses, at the order layer allows you to catch and fix issues before you incur shipping costs or lose merchandise. This is the point of cheapest intervention.
An order shipped to a wrong address or a suspicious profile has a much higher chance of becoming a chargeback. Catching these issues after the package has shipped costs you carrier fees, reshipment costs, and support time. Catching them before fulfillment costs you nothing.
Global chargeback volume is projected to reach 337 million transactions by 2026. This is a 42% increase from 2023 levels (Mastercard, Datos Insights). Merchants without a systematic validation process face a rising tide of exposure.
Tacey is not a fraud tool, and it does not score or hold orders for fraud. Where it helps with chargebacks is the "item not received" kind: it checks every order's shipping address the moment it is placed, tags anything it can't confirm in your Shopify admin, and lets the customer fix their own address on the order status page before the order ships.
Fewer packages go to the wrong place, and every change is recorded with who asked for it, which is useful evidence if a dispute does come in.
What chargeback rate is considered "too high" by card networks?
Card networks have strict thresholds. As of January 2026, Visa's excessive threshold is 0.9% of transactions. Mastercard's is 1.5% for merchants with over 100 chargebacks per month. Exceeding these limits results in significant monthly fees and penalties.
Understanding these thresholds is practical risk management. Here are the key numbers:
- Visa VAMP excessive threshold: 0.9% of transactions (as of January 1, 2026), with a $10 fee per disputed transaction above the limit.
- Mastercard Excessive Chargeback Merchant: 1.5% or higher (100+ chargebacks per month), with fees of $1,000 to $5,000 per month.
- Industry average chargeback rate: 0.56% to 1% across all industries (chargeback.io, 2026).
For a store processing 1,000 orders per month, staying below the Visa threshold means fewer than 9 chargebacks. This is achievable at the industry average rate. However, some categories like apparel and cosmetics see higher rates, representing 20% of all disputes (Opensend, 2026). Active prevention is necessary to stay below these thresholds.
Frequently asked questions
What is the true cost of a single chargeback?
The true cost of a single chargeback is around $315. While the disputed transaction itself might only be $84 on average, the total cost includes bank fees, operational labor, and the value of any lost merchandise.
Why do customers file chargebacks instead of asking for a refund?
Many customers file chargebacks because they believe it is easier or faster than contacting the merchant for a refund. Research shows 84% of customers feel a chargeback is easier, and 52% do not contact the merchant at all before filing a dispute.
What percentage of chargeback disputes do merchants typically win?
On average, merchants win only 45% of the chargeback disputes they fight. This low win rate makes relying on the dispute process an unsustainable strategy for managing chargebacks at any significant volume.
What is Visa's Compelling Evidence 3.0 framework?
It is a set of rules implemented by Visa in 2023 to help combat friendly fraud. It allows merchants to win disputes by providing evidence of prior purchases, delivery confirmations, and communication logs that prove a transaction was legitimate and consistent with the customer's history.
How does a clear billing descriptor prevent chargebacks?
A clear billing descriptor helps customers recognize charges on their bank statements. If the name on the statement matches the store name they shopped at, they are less likely to mistake a legitimate purchase for a fraudulent one and file a dispute.
What is the main cause of friendly fraud?
According to research, 65.3% of friendly fraud cases result from buyer's remorse. This happens when a customer regrets an impulsive purchase or is not satisfied with the product and chooses a chargeback as a way to get their money back.
How does Tacey help reduce chargebacks?
Tacey helps prevent "item not received" chargebacks by validating every shipping address when an order is placed. It flags unconfirmed addresses and allows customers to correct their own address on the order status page before the item ships, reducing delivery errors.
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