
Beat The Numbers Game: Guard Against Card Testing Fraud

Card-testing fraud has gone from nuisance to nonstop swarm—supercharged by cheap bots and off-the-shelf artificial intelligence (AI). In 2025, fraud teams report that card testing (aka enumeration) remains one of the most common attacks online, hitting roughly 45% of merchants worldwide even as some other fraud types cooled this year. At the same time, nearly half of financial institutions say monthly bot attacks are rising, underscoring how automation is amplifying low-value, high-volume probes that quickly cascade into chargebacks and network monitoring trouble.
For merchants, that “pennies at scale” behavior isn’t harmless: enumeration drives ecosystem losses in the billions and can push businesses toward acquirer/network programs when thresholds are crossed—especially under 2025’s tighter Visa monitoring rules . If your checkout, APIs, or account pages aren’t rate-limited and bot-mitigated—and if you’re not leaning on tools like velocity controls, AVS/CVV with intelligent retries, 3-D Secure 2.x, and network tokens—you’re inviting attackers to find valid PANs and move up the value chain.
Payment solutions can play a major role in protecting businesses from card testing-related losses. But does yours have the right capabilities? Read on as we explain card testing and some fundamental ways to reduce its impact on your customers and your bottom line.
What is card testing?
Card testing is a payment fraud technique where cybercriminals use automation or bots to guess valid credit card numbers. It's literally a numbers game. Fraudsters submit a barrage of small transactions of just a few cents each, testing to see if a card number is valid. Once they've identified a set of card information that works, they then use it either to make larger unauthorized purchases or sell the card info on the dark web.
For merchants, falling victim to card testing can disrupt operations and generate costly chargebacks. But it means more than revenue loss: there's also reputational damage to consider. According to a PYMNTS survey, 21% of consumers said that losing money due to fraud would be the most important factor that would erode their trust in a merchant.