By the time a bad order becomes a chargeback, the merchant has often absorbed payment loss, support time, review time, and dispute handling effort. Prevention is cheaper when it happens earlier.
Chargebacks are not one cost. They are a stack of avoidable costs that starts before checkout.
$4.61
estimated merchant loss per $1 in chargebacks in U.S. benchmark data
+233%
retail e-commerce chargeback-rate increase in Sift's 2025 data
1.4%
retail fraud share of payment volume in Stripe's 2025 BFCM benchmark
Earlier control. Clearer signals. Less downstream mess.
Help teams identify risky traffic patterns earlier.
Reduce the volume of suspicious visitors that reach later stages of the funnel.
Give operators more precise controls instead of broad blocking or reactive cleanup.
No. Geography can help, but it is only one signal. Real control comes from combining traffic context, repeated abuse patterns, and operator review.
No. It lowers exposure to preventable abuse. It does not eliminate all fraud or all disputes.
Payment tools work later in the flow. Earlier traffic control can cut noise and risk before those systems even need to decide.
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Guide
Broad guide for merchants trying to understand how bad traffic turns into fraud cost, manual work, and noisy data.
Read guideOperations
Why merchants end up paying for fraud even before a dispute, through repeated manual review and support work.
Read guidePeak season
How BFCM, campaigns, and promo spikes compress response time and make bad traffic more expensive.
Read guide