Understanding the Complexity of Payment Disputes and Transaction Security

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Measuring the True Impact of Fraud Beyond Chargebacks

Fraud performance is often boiled down to a single metric: chargeback rate. This figure is easily quantifiable, directly tied to card network thresholds, and serves as the north star for fraud programs.

Chargebacks represent only a narrow slice of fraud losses.
Focusing solely on them can obscure larger issues affecting revenue, customer experience, and long-term profitability.

Beyond Chargebacks

There are numerous other types of fraud that can erode margins and undermine business growth, including:

Account Takeovers (ATOs)
iGaming platform fraud
Synthetic identity fraud
Money movement platform fraud

The Impact of Fraud

From the moment a customer signs up until the moment they make a purchase, every interaction matters. Effective fraud checks must be applied at the right time to prevent unnecessary delays and friction for legitimate customers.

According to the article, “overly restrictive rules or tools can result in false positives, which are among the largest and least visible costs of fraud prevention.”

Accurate Risk Scoring

Accurate risk scoring and tuning play a crucial role in minimizing both false positives and actual fraud losses. By accurately assessing risk, organizations can reduce the likelihood of good customers being declined or forced into manual reviews.

The Cost of Operational Drag

Fraud-related operational drag can also have a significant impact on businesses, including:

Suspicious orders that require manual review
Labor costs and slowed fulfillment
Friction for customers waiting on decisions
Clogged support queues

Trust and Growth

Fraud is a trust problem. When accounts are taken over or fake accounts abuse a platform, legitimate users begin to question whether their data and money are secure.

According to the article, “organizations that fail to address these issues risk losing customer trust and suffering a decline in organic growth due to negative word of mouth.”

Effective Measurement

To effectively measure the impact of fraud beyond chargebacks, organizations should track key metrics such as:

Approval rates for good customers
False positive rates
Manual review rates
Abuse rates for promotions and referrals

Risk Data Providers

Risk data providers can play a crucial role in helping organizations plug visibility gaps and catch more fraud before it becomes a chargeback.

Conclusion

By moving beyond chargebacks and adopting a more nuanced approach to measuring fraud, organizations can design a robust fraud program that protects customer experience, enables marketing to scale safely, and provides leadership with confidence that risk controls support long-term growth rather than restricting it.