Question 1

What is merchant-initiated fraud detection?

Accepted Answer

Merchant-initiated fraud detection is the process of identifying merchants who deliberately exploit a payment system to commit fraud, rather than being victims of it. Unlike transaction fraud detection, merchant-initiated fraud detection profiles merchants as entities over time, tracking behavioral patterns across all their transactions. Fraudio's system detects fraudulent merchants an average of 3 weeks before chargebacks arrive, preventing losses before they become irreversible.

Question 2

What are examples of merchant-initiated fraud?

Accepted Answer

The most common examples of merchant-initiated fraud are bust-out fraud and transaction laundering. In bust-out fraud, a merchant initially processes legitimate transactions to build trust with an acquirer, then rapidly processes fraudulent transactions using stolen or counterfeit card data before disappearing once chargebacks arrive. In transaction laundering, a merchant secretly processes payments for illegal activities through another business's legitimate merchant credentials while appearing legitimate. Approximately 3% of newly digitally onboarded SMEs turn out to be fraudsters using one or more of these methods.

Question 3

What is the difference between merchant fraud and merchant fraud detection?

Accepted Answer

Merchant fraud is the deliberate act of a bad-faith merchant exploiting the payment ecosystem for financial gain, while merchant fraud detection is the technology used to identify those merchants before losses occur. Merchant fraud typically goes undetected by transaction-level tools because the fraud is embedded in patterns of behavior over time, not in any single payment. Effective merchant fraud detection builds continuous behavioral profiles and uses AI to surface anomalies that signal fraudulent intent.

Question 4

How do you prevent merchant-initiated fraud?

Accepted Answer

The most effective way to prevent merchant-initiated fraud is through continuous AI-powered behavioral monitoring from the moment a merchant is onboarded. Fraudio's Merchant Initiated Fraud Detection solution profiles every merchant using anomaly detection and machine learning trained on billions of transactions across 188 countries, issuing real-time alerts so your team can withhold settlement funds or block accounts immediately. Viva Wallet used this approach to increase fraud team efficiency by 600% and generate an 8x return on investment.

Question 5

Does Fraudio use AI to prevent merchant-initiated fraud?

Accepted Answer

Yes, Fraudio uses patented centralized AI to prevent merchant-initiated fraud, combining supervised machine learning, unsupervised anomaly detection, and peer group analysis. Its supervised models learn from historical fraud labels to recognize known fraud patterns, while unsupervised models identify deviations from established behavioral norms without requiring prior labels — enabling detection of new, unknown fraud schemes. Peer group analysis benchmarks each merchant against similar merchants across Fraudio's global network, using factors such as merchant category, country, and behavioral characteristics. Customers are fully protected from their very first transaction, with integration completed in as little as 3 days.

Merchant Initiated Fraud Detection

How it works?

We profile merchants with normal activity and spot anomalies, identifying underlying trends that suggest risky merchant behavior, sending alerts in real time and reports when necessary.

Alerts when fraudulent merchants are identified

Reports identifying suspicious merchants

Spots emerging trends and adjusts for normal fluctuations in behaviour

Networked machine learning artificial intelligence to detect merchant fraud results in:

Risk Teams Capacity Management

Near-Real Time Alerts

Future Proof

Streamline Onboarding

Merchant fraud detection FAQ’s

Fraudio empowered Viva Wallet to grow 7x in transactions, increase their risk teams' efficiency by 600% and generated an 8x return on investment.

Measure results yourself!