High-volume retail funnels concentrate every category of automated abuse — carding at checkout, credential stuffing on loyalty login, scrapers on the catalogue. Kairal scores every session at the edge and mitigates the bad ones silently.
3-day turnaround. No platform credentials required.
Cross 0.9% and Visa's VAMP puts you under monitoring, with a fee on every disputed transaction. Shopify Payments and Stripe tighten review well before you reach the threshold.
Visa VAMP
In Europe, a €50 chargeback costs ~€195 once dispute fees, ops time, lost merchandise, and processor penalties are accounted for. At checkout volume, this dictates which processors will still work with you.
LexisNexis True Cost of Fraud, EMEA
Loyalty accounts with accumulated points, saved cards, and stored addresses are prime targets. Once a credential pair lands, full takeover follows in seconds.
Thales Bad Bot Report 2026
Carding generates distinctive signals — rapid sequential checkout attempts, mismatched billing geo, low-value cart construction, automated form-fill timing. These sessions are scored and mitigated before reaching the payment processor.
Login endpoints are scored for velocity anomalies and the behavioural signatures of automated credential testing. Stuffing campaigns are mitigated silently — real customers log in as normal.
Competitor bots and price comparison scrapers hit the catalogue continuously, inflating infrastructure cost and feeding competitor pricing. Kairal identifies and rate-limits scraper sessions by their behavioural profile.
Flash sale codes, loyalty multipliers, welcome discounts. Kairal tracks the registration-to-redemption journey to detect and mitigate bot-created account clusters before they drain promo budget.
Stolen card credentials tested at checkout scale — hundreds of transactions probing for valid cards before escalating.
Breached username/password pairs hammered against loyalty login endpoints to access accounts with stored payment methods and points.
Automated crawlers harvest catalogue and pricing data continuously, feeding competitor intelligence and driving infrastructure cost inflation.
Flash sale codes, welcome discounts, and loyalty multipliers systematically farmed by bot-created account clusters at scale.
Go live in under 2 hours. Free pilot with your real traffic — every mitigated session logged with a full signal breakdown your team can audit.