TL;DR: Five Things Merchants Should Know About Payment Fraud
- One in five Canadian businesses reported experiencing payment fraud in the prior six months, and 15% lost money from it, according to Payments Canada research on business fraud exposure (Payments Canada, 2024).
- US consumers reported losing more than $12.5 billion to fraud in 2024, a 25% jump over the prior year, according to FTC fraud loss data, which signals how active the environment around your checkout is (FTC, 2025b).
- Visa recommends layered fraud controls and states that validation checks such as AVS and CVV2 should supplement, rather than replace, a broader fraud program (Visa, 2024b). No single tool is a fix.
- Impersonator fraud was the most commonly reported type of payment fraud among Canadian businesses, and 45% reported that suspicious activity via email had increased over the prior year (Payments Canada, 2024).
- PCI Security Standards Council rules prohibit storing sensitive authentication data after authorization, even if encrypted, so data minimization is a fraud control, not just a compliance chore (PCI SSC, 2025).
Payment Fraud Prevention For Merchants In The US And Canada
Payment fraud is any unauthorized or deceptive attempt to move money through your business, and it costs merchants real revenue long before anyone files a dispute.
It shows up in several deceptive ways:
- A stolen card that’s used online.
- A spoofed vendor invoice.
- A bot quietly testing card numbers on your checkout page at 3 a.m.
- An overpayment check that bounces two weeks after you wired back the difference.
Most of the merchants we work with across Canada and the US do not lose money by ignoring fraud. They lose money because the warning signs are spread across five systems, and nobody has a documented process for connecting them. At Digitech Payments, we help businesses close these gaps by building robust frameworks that stop unauthorized transactions before they impact operations.
This guide walks through what payment fraud actually looks like in daily operations, the transaction and account signals worth reviewing, and the layered controls that reduce exposure without turning away good customers. Everything here is drawn from card network guidance, PCI Security Standards Council standards, and published government and payment-system research. No rates, no fee talk, just the mechanics of fraud detection, learning how to prevent credit card fraud, and the payment fraud prevention strategies that merchants can put to work this quarter.
What Is Payment Fraud, and Why Does It Look Different Than Merchants Expect?
Payment fraud is the use of stolen, fabricated, or manipulated payment credentials and instructions to obtain goods, services, or funds from a business without legitimate authorization. That definition is deliberately broad because the losses merchants actually book rarely come from a single, clean category.
Payments Canada’s research on business fraud exposure found that impersonator fraud was the most commonly reported type, in which someone contacts a business via email, phone, text, or social media while posing as a trusted source (Payments Canada, 2024).
The same payment fraud business study also captured several other methods (Payments Canada, 2024):
- Intercepted business e-Transfers.
- Fraudulent credit card charges.
- Purchases made with stolen credit card information.
- Purchases made with stolen debit card information.
- Fraudulent checks.
- Fraudulent websites impersonating legitimate businesses.
Notice what that list includes. Only some of it happens at your terminal or checkout page. Payment fraud also includes:
- A fake invoice paid by your bookkeeper.
- A wire that’s sent to a “vendor” whose banking details were changed by email.
- A check overpayment refund.
If your prevention program only covers the card transaction, you have protected one door in a building with six.
Scale matters too. The US Federal Trade Commission reported that consumers lost more than $12.5 billion to fraud in 2024, up 25% from the previous year, in its fraud loss data release (FTC, 2025). That figure measures consumer-reported losses across all channels, not merchant chargeback losses, but it describes the environment your customers and your staff live in.
Separately, the FBI’s Internet Crime Complaint Center reported $199.9 million in losses in 2024, categorized as credit card and check fraud in its annual crime report (FBI, 2024). Reported losses always understate the true economic cost, since most merchant fraud is absorbed quietly and never reported.
The Practical Takeaway: Define payment fraud broadly within your business, then assign ownership of each channel to a specific person. Vague ownership is where losses hide.
Why Does Payment Fraud Deserve Attention Before a Loss Shows Up?
Payment fraud deserves attention before a loss appears because the cheapest moment to stop a fraudulent transaction is before authorization, and every stage after that gets more expensive. Once goods ship, you have lost inventory, shipping cost, staff time, and potentially the transaction value itself if it becomes a dispute you cannot defend.
The numbers from Payments Canada make the case plain (Payments Canada, 2024):
- 20% of Canadian businesses reported experiencing payment fraud in the prior six months.
- 13% of consumers experienced it over the same period.
- 15% of those affected businesses reported actually losing money.
That gap between “experienced” and “lost money” is exactly where prevention lives. Roughly 85% of the businesses that encountered fraud either caught it or absorbed it without a financial hit, which suggests that detection and process work are effective.
Size is not protection either. The research found that larger commercial businesses reported the highest fraud rate, but small businesses were also affected. A small e-commerce site with a simple checkout can be more attractive to a card-testing script than a large retailer with mature bot defenses, precisely because the defenses are thinner (Payments Canada, 2024).
Visa’s guidance on the connection between fraud and disputes reinforces the timing argument. According to Visa’s chargeback guidance, fraud prevention before authorization, through better authentication, richer transaction data, and real-time tools, can reduce the likelihood that fraud later results in a chargeback (Visa, n.d.-a).
For those asking “What is a chargeback?”, the simplest chargeback definition is a forced reversal of funds directly by the issuing bank. Proper chargeback protection limits these occurrences, as every dollar of front-end prevention work eliminates downstream credit card chargeback handling, evidence gathering, and the operational drag that comes with them.
There is also a customer-tolerance point worth internalizing. Payments Canada found that 65% of businesses said they would take extra steps during online transactions if it meant better protection (Payments Canada, 2024). Buyers and business customers are not universally hostile to friction. They are hostile to friction that feels arbitrary. Proportionate verification on a high-risk order is usually accepted. A challenge on every $30 repeat purchase is not.
The operational posture that holds all of this together is continuous rather than episodic. NIST’s cybersecurity framework standard organizes risk outcomes around six functions (NIST, 2024):
- Govern
- Identify
- Protect
- Detect
- Respond
- Recover
NIST notes that prevention-oriented functions should operate continuously while response and recovery capabilities stay ready at all times (NIST, 2024). Fraud prevention is not a project you complete.
What Are the Signs of a Fraudulent Transaction in Card-Not-Present Orders?
The signs of a fraudulent transaction in card-not-present orders are patterns in transaction data that deviate from your customers’ normal behavior. Card networks have published specific indicators worth building rules around to strengthen your payment fraud prevention strategy.
Visa’s fraud screening practices identify several transaction characteristics that may indicate elevated risk (Visa, 2024b):
- Transactions that exceed your velocity controls.
- AVS or CVV2 mismatches.
- High-risk profiles.
- Sequential card numbers.
- A disproportionate volume of orders that comes from a single issuer.
That last point is easy to overlook. If 40 orders in an afternoon all trace back to the same issuing bank when your normal mix is spread widely, something is being tested.
Expiration data is another quiet signal. For card-not-present acceptance, Visa’s business fraud protection guidance recommends that merchants authorize every transaction and include the card’s expiration date in the authorization request. Additionally, Visa notes that an invalid or missing expiration date may indicate that the buyer does not physically have the card in hand (Visa, n.d.-b).
Beyond the network-published list, your own baseline does the heaviest lifting. A $4,000 order is not suspicious at a commercial equipment supplier, but it is very suspicious at a boutique with an average ticket of $90. Rush shipping on a first-time order to an address that does not match the billing address, especially in a category with high resale value, carries a completely different risk profile than the same order from a customer with three years of history.
Here is the discipline that separates good fraud detection from paranoia: a single signal is a prompt to look, not a verdict. Visa is explicit on this point in its payment validation guidance, stating that validation checks such as AVS and CVV2 are meant to supplement existing fraud controls, models, processes, and procedures rather than replace them (Visa, n.d.-c).
AVS mismatches happen constantly for legitimate reasons. Customers move, mistype, use a work address, and order while traveling. Declining on that one field alone will cost you good revenue.
Build a scoring approach instead. One flag prompts a review queue. Three flags stacking in the same order (such as a mismatch, an unusual velocity pattern, and a mismatched shipping geography) constitute a genuinely different situation and should be routed for documented manual review.
How Do Account Takeover and Customer-Account Red Flags Work?
Account takeover fraud occurs when a criminal gains access to a legitimate customer’s account with your business and uses the stored payment credentials, loyalty balance, or trusted status in that account. It is dangerous precisely because the account looks familiar. Address history, order history, and past successful transactions all say “good customer”.
Visa’s account takeover guidance describes how criminals use stolen credentials and may run scripts to test them across multiple merchant sites simultaneously (Visa, 2021). Credential reuse is the engine. A password leaked from an unrelated breach gets tried against hundreds of merchant login pages, and the accounts that open become the next fraud surface.
Visa names specific account-level patterns that should trigger review (Visa, 2021):
- Multiple transactions using different cards tied to the same email address and device ID.
- Multiple logins to the same account from many different IP addresses.
Both describe activity that a real customer almost never produces.
Visa also recommends monitoring failed login attempts and logins whose device and session attributes differ from what you know about that user, including IP address, geolocation, device ID, language setting, and time zone (Visa, 2021).
A customer whose account has always been accessed from one metro area on an English-language device suddenly logging in from a different continent, in a different language, on an unrecognized device warrants a step-up authentication challenge before any stored card is used.
Watch account-change events with the same attention. A recognizable takeover sequence often includes the following edits, all happening within a short window:
- A password reset.
- An email change.
- The addition of a shipping address.
- The addition of a new payment method.
When these rapid changes are followed by an immediate high-value order, it is a clear warning sign. Many merchants monitor the transaction itself and completely ignore the profile edits that preceded it.
Our internal accounts need the same protection. CISA’s multifactor authentication guidance recommends requiring MFA wherever possible, starting with administrator accounts and employees who handle sensitive data, and using the strongest available option with an aim toward phishing-resistant MFA (CISA, n.d.).
Payments Canada (2024) highlighted two critical security habits in their research:
- 65% of businesses enable two-step authentication when available, indicating widespread adoption but leaving a meaningful third exposed.
- 39% of businesses stored passwords on personal devices, a practice flagged as a major security risk.
That second habit undoes a lot of otherwise solid work.
What Is Card Testing, and Why Do Smaller E-Commerce Sites Get Hit?
Card testing, sometimes called account testing or card enumeration, is an automated attack in which a fraudster runs stolen or guessed card numbers through a merchant’s checkout in bulk to identify which are live. The merchant is not the target of the theft. The merchant is simply the free validation service.
Visa addresses this directly in its account testing guidance, identifying account testing and card enumeration as problems merchants can mitigate through rate limits, firewall controls, bot detection, device fingerprinting, and account-verification practices. Visa also recommends adjusting web controls to limit repeated page submissions and repeat actions and to automatically ban visitors or users originating from known malicious sources (Visa, 2026).
Why smaller sites?
Attackers look for checkouts with no bot detection, no rate limiting, low-value products that allow micro-transactions, and no CAPTCHA or challenge layer. A site selling a $1 digital item with an open checkout is an ideal test rig. Nothing about the merchant’s size matters to the script.
The damage is real even when almost every attempt declines. You accumulate authorization attempts, your decline ratios spike, your processing relationship draws attention, and the handful of cards that succeed become chargebacks you will have to defend. Your legitimate customers may hit slow pages while the attack runs.
Detection signals are specific and worth alerting on. Watch for:
- A sudden surge in authorization attempts with a collapsed approval rate.
- Many small-value transactions in rapid sequence.
- Sequential or near-sequential card numbers, which Visa also lists among high-risk transaction characteristics.
- Repeated submissions from a single device fingerprint or IP range.
- A single email address paired with multiple different cards.
Account verification requests deserve care in this context. Visa states that an account verification request can confirm whether an account is open and valid, and its guidance recommends including CVV2, expiration date, and address verification data to authenticate the account (Visa, n.d.-c). Configure verification so it cannot itself become the testing channel. An unauthenticated, unthrottled verification endpoint is exactly what an enumeration script wants.
If you want to know how to prevent credit card fraud of this nature, rely on these practical controls:
- Rate-limit by IP, device, and email.
- Add a challenge after a set number of failed attempts.
- Set a minimum transaction floor where your business model allows.
- Alert on approval-rate drops rather than only on total volume.
Card testing is one of the most preventable forms of payment fraud because it is loud in your data if anyone is listening.
How Should Merchants Layer Fraud Detection Tools Without Killing Conversion?
Merchants should layer fraud detection tools by matching the intensity of controls to the risk of each transaction, so low-risk purchases remain frictionless and high-risk activity is challenged or reviewed.
Visa’s acceptance risk standards list a broad set of tools available to merchants and acquirers: AVS, CVV, 3-D Secure, machine learning, fraud scoring, geolocation, velocity checks, biometric authentication, IP tracking, device fingerprinting, and risk-based authentication. Critically, Visa recommends a mix of controls rather than dependence on any single one (Visa, 2024b). That recommendation is the whole strategy in a sentence.
Start with the validation layer. Visa’s payment validation methods documentation describes four approaches: account verification, address verification, CVV2 validation, and account name inquiry. In addition, Visa notes that pre-validating an account can increase the likelihood of a successful transaction flow (Visa, n.d.-c). These checks are cheap, fast, and invisible to customers.
Then add authentication for e-commerce. EMV 3-D Secure is designed to add protection to online payments and help prevent card-not-present fraud. According to EMVCo’s 3-D Secure overview, the protocol allows the exchange of transaction, payment-method, and device information between the merchant and the issuer, enabling the issuer to authenticate the consumer (EMVCo, n.d.-a).
The reason 3-D Secure does not have to hurt conversion is that it has two paths. EMVCo’s challenge flow overview explains that in a challenge flow, the customer may provide additional authentication, such as a one-time code or an approval in a banking app (EMVCo, n.d.-b).
The alternative is the frictionless path. EMVCo’s frictionless flow overview explains that risk-based authentication lets issuers approve transactions without challenging cardholders when the risk assessment supports it (EMVCo, n.d.-c). The stated benefit is lower fraud risk without unnecessary checkout friction.
Then layer behavioral controls on top: Velocity rules, device fingerprinting, IP and geolocation checks, and fraud scoring. These run silently and only surface activity that breaks the pattern.
The design principle to hold on to is that not every risk signal should result in a decline. Build three distinct outcomes into your rules:
- Automatic decline for unambiguous fraud patterns.
- Step-up authentication for moderate risk.
- Manual review for orders that are unusual but plausible.
Merchants with only “approve” and “decline” settings are forced to choose between fraud losses and false declines. Merchants with a middle tier keep good revenue and still catch the bad orders. If you need help configuring these layered defenses, explore our solutions to see how we balance robust security with a frictionless checkout experience.
Comparing Fraud Controls: Purpose, Signal, Friction, and Limits
Choosing controls gets easier when you stop asking which tool is best and start asking what job each one does.
These tools handle five different jobs, and no single tool does more than one or two of them well:
- Validation checks confirm that account details line up.
- Authentication protocols confirm the person is who they claim to be.
- Behavioral monitoring catches patterns no individual transaction reveals.
- Data-protection controls limit what an attacker gets if our systems are breached.
- Access controls protect our own staff accounts.
The upcoming table maps each control to its purpose, the signal it uses, the friction it adds to the customer, and the limitation we need to plan around. Read the limitations carefully. That is where merchants get surprised, usually by assuming a control does something it was never built to do. Tokenization, for example, is excellent at reducing what a breach exposes, but it does nothing to tell us whether the person checking out is legitimate. Every row is drawn from published guidance from card networks and standards bodies.

| Control or approach | Primary purpose | Data or signal used | Customer-experience impact | Important limitation |
|---|---|---|---|---|
| AVS and CVV/CVV2 checks | Validate payment account details during or before a transaction | Billing-address result, card-security-code result, related validation data | Usually low friction; customer supplies standard checkout data | A mismatch is a risk signal, not proof of fraud; Visa says these supplement a broader fraud program |
| Account verification | Confirm an account is open, valid, and in good standing before adding a credential or providing service | Account status, and may incorporate CVV2, expiration, and AVS data | Typically low friction for the customer | Not an authorization to purchase; must be designed so it does not become an account-testing avenue |
| EMV 3-D Secure | Authenticate online cardholders and reduce card-not-present fraud | Transaction, payment method, and device data shared with the issuer | Frictionless for lower-risk activity; challenge for higher-risk activity | Configuration and performance need monitoring to balance fraud, approvals, and checkout completion |
| Velocity rules and device/IP monitoring | Detect account testing, automated attacks, and unusual behavior | Repeated attempts, failed logins, IPs, geolocation, device IDs, multiple cards | Usually invisible until activity is throttled, challenged, or reviewed | Rules need tuning; broad controls can block legitimate high-volume or shared-network customers |
| P2PE and tokenization | Reduce exposure of payment-account data if systems are compromised | Encrypted payment data or a substitute token instead of raw account data | Generally, no added checkout action | Data-protection controls only; they do not determine whether the purchaser is legitimate |
| MFA and access controls | Prevent employee, administrator, and vendor account compromise | More than one authentication factor; role and access permissions | Adds a step to account access, not customer checkout | Must cover email, remote access, administration, and sensitive-data systems, not one app |
How Do You Protect Payment Data and Reduce What a Breach Can Expose?
You protect payment data by handling less of it, encrypting what you must handle, and knowing exactly which systems touch the cardholder-data environment. Data you never store cannot be stolen from you.
PCI DSS applies to entities that store, process, or transmit cardholder data or sensitive authentication data, as well as to entities that could affect the security of the cardholder data environment. The PCI DSS standard covers merchants, processors, acquirers, issuers, and service providers (PCI SSC, n.d.-a). That “could affect the security of” clause is broader than many merchants assume. A poorly secured system adjacent to your payment environment can pull you into scope.
There is one hard rule worth memorizing. PCI DSS treats cardholder data and sensitive authentication data as account data, and the PCI Security Standards Council states in its sensitive data storage FAQ that sensitive authentication data may not be stored after authorization, even if encrypted (PCI SSC, 2025).
Encryption is not a workaround. If a staff member is keeping card security codes in a spreadsheet for “future verification”, that practice needs to end today, and it is a fraud liability as much as a compliance one.
Point-to-point encryption reduces exposure further. The PCI Security Standards Council defines P2PE as the cryptographic protection of payment account data from the point at which the merchant accepts the card through to a secure point of decryption (PCI SSC, n.d.-b). When properly implemented, the point-to-point encryption standard renders account data unreadable until it reaches the secure decryption environment.
PCI SSC also notes that merchants using PCI-listed P2PE solutions have fewer applicable PCI DSS requirements, which can simplify compliance work (PCI SSC, n.d.-b). It does not eliminate your responsibility to understand your own environment and obligations.
Visa aligns with this layered approach on the data side as well, identifying CVV checks, AVS, tokenization, and SSL data encryption as measures that protect customer data and help prevent suspicious activity that leads to chargebacks.
Access discipline belongs in the same conversation. The FTC’s small business cybersecurity guidance recommends (FTC, 2025a):
- Limiting access to sensitive information on a need-to-know basis.
- Granting access only for as long as a vendor needs it.
- Separating data so vendors receive only what their work requires.
Most merchants grant broad access once during onboarding and never revisit it. Schedule an access review, remove departed staff, and cut vendor permissions back to the minimum as part of your payment fraud prevention strategy.
How Does Payment Fraud Turn Into a Chargeback, and What Should You Keep?
Payment fraud turns into a chargeback when a cardholder or issuer disputes a transaction after it has settled, and you are then asked to prove the transaction was legitimate. Not every chargeback is fraud, and treating them as the same thing leads merchants to fight the wrong battles.
Visa’s chargeback guidance explains that a dispute can begin when a customer challenges a transaction because of (Visa, n.d.-a):
- Fraud
- An unrecognized charge
- Dissatisfaction with a product or service
The merchant is then asked to provide supporting evidence. Those three causes need three different responses:
- A fraud dispute is a prevention and authentication problem.
- An unrecognized charge dispute is often a billing descriptor problem, where the customer genuinely does not recognize the name on their statement.
- A dissatisfaction dispute is a product, fulfillment, or service problem that better customer support could have resolved before it reached the network.
Prevention still pays here, acting as your best chargeback protection. Visa’s guidance is that fraud prevention before authorization, using stronger authentication, better transaction data, and real-time tools, reduces the likelihood that fraud results in a chargeback later (Visa, n.d.-a). This is why fraud detection and dispute management are the same program viewed at two different points in time.
What evidence should you keep?
Retain the following records to build your case and maximize your chargeback protection:
- Order confirmations: Keep time-stamped digital receipts proving the customer initiated and agreed to the purchase.
- Customer communications: Save all emails, chat transcripts, or support tickets showing the buyer acknowledging the order or receiving assistance.
- Delivery and tracking records: Maintain carrier tracking links or signed delivery receipts to prove physical goods reached the verified shipping address.
- Refund records: Document any partial or full refunds already issued to prevent the buyer from double-dipping on a dispute.
- Service logs: Track usage data, download histories, or login timestamps if you sell digital goods or software.
- Authentication results: Record the exact AVS, CVV2, or 3-D Secure validation checks that successfully cleared during the checkout process.
Build the retention into your order workflow so it happens automatically rather than being reconstructed under a response deadline.
Specifically regarding validation results, be careful about assumptions. Visa’s dispute management guidelines note that AVS and CVV2 results may be relevant to a merchant’s dispute response rights in specified situations, but merchants should discuss the applicable response requirements with their acquirer (Visa, 2024a). Dispute rights depend on transaction details, network rules, the responses submitted, and your acquirer’s processes. Nobody should promise you a guaranteed outcome.
That acquirer conversation is worth having before you need it. Knowing your response windows, required documentation formats, and escalation contacts in advance turns a stressful dispute into a routine task. At Digitech Payments, our merchants reach a real person when a dispute lands, not a ticket queue. Reach out via our contact us page to learn exactly how we provide active chargeback protection for our clients.
How To Train Staff To Spot Payment Fraud Before Money Leaves?
We train staff to spot payment fraud by teaching them the specific scenarios attackers use against businesses, giving them permission to slow down, and building verification into the process so that pausing is normal rather than awkward.
Impersonation is the leading scenario. Payments Canada (2024) found that impersonator fraud, in which someone poses as a trusted source, was the most commonly reported type of payment fraud among businesses. Delivery channel matters, as businesses reported increased cybercrime and suspicious activity across several specific platforms:
- Email: 45% of businesses reported an increase in fraudulent activity compared to the prior year.
- Smartphones and phone calls: Used to directly contact and pressure staff via voice or text.
- Social media platforms: Exploited by fraudsters to spoof familiar, trusted identities.
- Retail merchant sites: Including both e-commerce websites and mobile apps.
Teach the pressure pattern. The FTC’s phishing prevention guidance explains that scammers push recipients to click links, disclose information, or pay by using the following tactics (FTC, 2022):
- Manufacturing false urgency.
- Describing a supposed problem with an account.
- Claiming there is an issue with payment information.
- Flagging fabricated suspicious activity.
- Sending an unfamiliar or fake invoice.
Urgency plus a payment instruction is the signature. Once staff recognize these specific triggers, most of these attempts fall apart.
Fake invoices target accounts payable directly. The FTC’s fake invoice alert warns that unexpected invoices may claim to cover goods or services the business never ordered, designed either to extract payment or to gain access to business data and networks through phishing (FTC, 2026).
To combat this, the FTC (2026) advises businesses to take the following steps:
- Scrutinize unexpected invoices: Do not assume a bill is legitimate just because it looks professional.
- Use clear internal approval procedures: Require a structured sign-off process for clearing new or unusual payments.
- Verify unfamiliar vendors independently: Always confirm a new vendor’s identity before authorizing funds, rather than paying first and investigating later.
Counter staff and service reps need the overpayment scenario. The FTC’s fake check guidance describes a scam where a customer overpays by check and asks the business to return the difference (FTC, n.d.). The merchant sends the refund, then loses the money when the bank determines the check was fraudulent. The rule to drill: never refund an overpayment before the original payment has fully cleared, and never on the customer’s timeline.
Make training recurring. The FTC recommends that businesses regularly train employees, update them as new risks emerge, and ensure staff know what to do if equipment or files are lost or stolen (FTC, 2025a). One onboarding session does not survive contact with a well-crafted spoofed email eighteen months later.
Finally, establish a vendor payment verification procedure. For new banking details, urgent payment changes, or unexpected invoices, verify through a known contact method obtained independently. Never use a phone number, link, or email address supplied in the suspicious message itself.
What Should You Do If Your Business Is Hit by Payment Fraud or a Data Breach?
If your business is hit by payment fraud or a suspected data breach, contain the damage first, preserve evidence second, and notify third, in that order. Acting out of sequence destroys the information you will need later.
The FTC’s data breach response guide advises businesses to move quickly to secure systems and fix the vulnerability that caused the exposure (FTC, 2023). It recommends mobilizing a response team and considering forensic, legal, information security, IT, operations, HR, communications, and management roles as appropriate. Assemble that list of names and numbers before an incident, not during one.
On containment and evidence, the FTC advises (FTC, 2023):
- Stopping additional data loss.
- Taking affected equipment offline.
- Updating credentials and passwords.
- Documenting the investigation.
- Avoiding the destruction of forensic evidence.
One instruction merchants routinely get wrong: the FTC specifically cautions against powering machines off before forensic experts arrive unless directed otherwise (FTC, 2023). The instinct to shut everything down can erase the memory-resident evidence that explains what happened.
Notification is a legal question with jurisdictional answers. The FTC advises assessing your applicable notification obligations and notifying law enforcement, affected businesses, and affected individuals as appropriate (FTC, 2023). It notes that all US states, the District of Columbia, Puerto Rico, and the US Virgin Islands have security-breach notification laws covering personal information (FTC, 2023).
For merchants operating on both sides of the border, obligations can differ by province and by contract. Get a legal review of the notification language before anything goes out. This article is educational material, not legal advice.
For fraud that has not become a breach, such as a single fraudulent order or a card testing burst, the response is narrower but still structured:
- Document the transaction and the signals that flagged it.
- Contact your processor or acquirer promptly.
- Preserve order data, IP and device information, and all customer communications.
- Review whether the same pattern appears in other recent orders you approved.
- Adjust the rule that missed it.
Fit all of this into the continuous cycle NIST describes across Govern, Identify, Protect, Detect, Respond, and Recover, ensuring response and recovery capabilities remain ready at all times. The merchants who recover fastest are the ones who wrote the plan before anything caught fire.
If your funding is delayed or a dispute wave hits after an incident, that is exactly when having a responsive broker relationship earns its keep. You can contact us directly for help working through payment workflows, dispute preparation, and fraud process reviews.
The 14-Step Payment Fraud Prevention Checklist
Work through these in order. Each step takes less than a week and targets the specific channels where losses actually occur.
- Map every payment channel. Document all in-person terminals, e-commerce checkouts, invoices, and recurring billing workflows. Identify exactly which systems handle payment data to determine your PCI obligations.
- Document your normal transaction profile. Define your typical order size, customer geography, and refund patterns. Accurate fraud detection relies on measuring deviations from this known baseline rather than reacting to vague hunches.
- Separate decline, step-up, and manual review rules. Not every risk signal deserves a rejection. Route moderate risks to an authentication challenge or human review so legitimate customers can still buy.
- Turn on core checkout validation. Activate and configure AVS, CVV2, 3-D Secure, and velocity controls. Many merchants have these tools available but leave them switched off or untuned.
- Block known account testing patterns. Alert on approval rate collapses, not just volume spikes. Watch for sequential card numbers, repeated failures, and multiple cards tied to a single email address to stop credit card fraud in its tracks.
- Protect accounts from takeover. Require MFA for all admin and email accounts. Flag unexpected login locations or rapid profile changes that are followed by immediate high-value orders.
- Protect payment data by design. Never store sensitive authentication data post-authorization, even if encrypted. Use tokenization and point-to-point encryption. Less stored data means a smaller blast radius.
- Establish a documented manual review workflow. Define exactly who reviews suspicious orders, what evidence they examine, and how they record decisions. Never force reviewers to rely on unwritten instincts.
- Verify and retain fulfillment records. Automate the retention of tracking records, communications, and validation results. Having evidence ready before a dispute deadline hits is your best form of chargeback protection.
- Train staff on phishing and impersonation. Teach anyone handling finances to recognize urgent payment requests and overpayment schemes. Refresh this payment fraud prevention training regularly, not just at onboarding.
- Verify vendor payments independently. Always confirm urgent payment changes or new banking details through a known, independent contact method. Never reply directly to a suspicious request.
- Review rules and false positives monthly. Examine which rules catch actual payment fraud and which just create customer friction. Untuned rules tend to block legitimate revenue.
- Draft an incident response plan now. Assign decision makers, legal contacts, and processor escalations. Print a physical copy. Nobody has time to invent a process during a live crisis.
- Contain first, preserve evidence second. If a breach is suspected, secure systems and reset credentials immediately. Document every action, involve forensic experts, and determine notification duties before communicating externally.
The Bottom Line: Where This Leaves You
Payment fraud prevention is a continuous operational practice, not a one-time software purchase. Visa recommends layered controls, EMVCo builds risk-based paths so protection does not automatically mean friction, and PCI SSC pushes merchants toward handling less data. Knowing how to prevent credit card fraud starts with understanding your baseline and ends with a documented process your team actually follows, ensuring you stop bad actors before a transaction ever becomes a credit card chargeback.
If you want a payment partner who actively helps you manage risk and optimize your processing infrastructure, let us talk. We have spent 15 years helping merchants across the US and Canada reduce friction, strengthen fraud detection, and keep more of their hard-earned revenue. Connect with us at Digitech Payments to see how we can build a secure, efficient payment setup tailored to your specific business model.
Frequently Asked Questions
1. Do I need a credit card machine with fraud protection, or is that handled elsewhere?
A credit card machine with fraud protection typically means a terminal that supports EMV chip acceptance and point-to-point encryption, which protects card data from the moment of acceptance through a secure decryption point. The PCI Security Standards Council notes that merchants using PCI-listed P2PE solutions have fewer applicable PCI DSS requirements (PCI SSC, n.d.-b).
That said, terminal-level protection safeguards data at the physical point of sale, not at your e-commerce checkout or in your accounts payable process. Talk to your broker about which terminal configuration best matches your channel mix, or browse our products to find point-of-sale hardware with built-in point-to-point encryption.
2. How to train staff to spot payment fraud without slowing down service?
Train on the specific scenarios rather than abstract warnings. Teach the urgency pattern described by the FTC in phishing messages (FTC, 2022), the fake-invoice tactic in which a business is billed for goods it never ordered, and the overpayment check scam in which a refund is requested before the original payment clears. Give staff explicit authority to pause and verify. The FTC recommends training employees regularly and updating them as new risks emerge (FTC, 2025a), so schedule refresher training rather than treating it as a one-time onboarding task.
3. How to spot payment fraud in my business if I have never had a loss?
Start by documenting your normal transaction profile: typical order values, geography, timing, refund rates, and repeat-customer behavior. Fraud detection works by comparison, so anomalies only stand out against a known baseline. Then review recent data for the patterns that Visa flags, including velocity breaches, AVS or CVV2 mismatches, sequential card numbers, and unusual concentration from a single issuer (Visa, 2024b). Many merchants discover card-testing activity in their authorization logs that never produced a chargeback but was there all along.
4. What are the clearest signs of a fraudulent transaction I should act on?
Visa’s fraud screening guidance identifies transactions exceeding velocity controls, AVS or CVV2 mismatches, high-risk profiles, sequential card numbers, and disproportionate order volume from a single issuer as high-risk characteristics (Visa, 2024b). At the account level, watch for multiple cards tied to a single email and device ID, or logins from multiple IP addresses. Treat any single signal as a reason to review, not to decline, since Visa states that these validation checks supplement rather than replace a broader fraud program (Visa, 2024b).
5. What to do if my business is hit by payment fraud?
Contain first, preserve evidence second, notify third. The FTC advises securing systems, fixing the vulnerability, taking affected equipment offline, updating credentials, and documenting the investigation (FTC, 2023), while specifically cautioning against powering machines off before forensic experts arrive. Contact your processor or acquirer promptly and preserve all order, device, and communication records. Notification obligations vary by jurisdiction, and every US state plus DC, Puerto Rico, and the US Virgin Islands has a breach-notification law, so get legal review before communicating externally.
Works Cited
- Cybersecurity and Infrastructure Security Agency (CISA). Require Multifactor Authentication. Cybersecurity and Infrastructure Security Agency, n.d.
- EMVCo. 3-D Secure. EMVCo, n.d.-a.
- EMVCo. Challenge Flow: Business Overview. EMVCo, n.d.-b.
- EMVCo. Risk Analysis and Frictionless Flow: Business Overview. EMVCo, n.d.-c.
- Federal Bureau of Investigation (FBI). 2024 IC3 Annual Report. Federal Bureau of Investigation, 2024.
- Federal Trade Commission (FTC). Run a Small Business? Pay Your Bills, Not Scammers. Federal Trade Commission, 2026.
- Federal Trade Commission (FTC). Cybersecurity for Small Business. Federal Trade Commission, 2025a.
- Federal Trade Commission (FTC). New FTC Data Show Big Jump in Reported Losses to Fraud to $12.5 Billion in 2024. Federal Trade Commission, 2025b.
- Federal Trade Commission (FTC). Data Breach Response: A Guide for Business. Federal Trade Commission, n.d.-b. 2023.
- Federal Trade Commission (FTC). How to Recognize and Avoid Phishing Scams. Federal Trade Commission, 2022.
- Federal Trade Commission (FTC). Fake Checks. Federal Trade Commission, n.d.
- National Institute of Standards and Technology (NIST). The NIST Cybersecurity Framework (CSF) 2.0. National Institute of Standards and Technology, 2024.
- Payments Canada. One in Five Canadian Businesses Experienced Payment Fraud in the Past Six Months. Payments Canada, 2024.
- PCI Security Standards Council (PCI SSC). FAQ 1154: Sensitive Authentication Data Storage. PCI Security Standards Council, 2025.
- PCI Security Standards Council (PCI SSC). PCI DSS. PCI Security Standards Council, n.d.-a.
- PCI Security Standards Council (PCI SSC). Point-to-Point Encryption (P2PE). PCI Security Standards Council, n.d.-b.
- Visa. Anti-Enumeration and Account Testing Best Practices for Merchants. Visa, 2026.
- Visa. Merchants’ Dispute Management Guidelines. Visa, 2024a.
- Visa. Visa Acceptance Risk Standards. Visa, 2024b.
- Visa. Best Practices to Mitigate Risk of Account Takeover Fraud. Visa, 2021.
- Visa. Chargebacks. Visa, n.d.-a.
- Visa. Fraud Protection for Small Business. Visa, n.d.-b.
- Visa. Payment Account Validation Documentation. Visa, n.d.-c.