Cult product restocks attract automation in seconds. Welcome discounts and loyalty points attract account farms by the thousand. Kairal mitigates both at the edge while real customers shop without seeing a CAPTCHA.
3-day turnaround. No platform credentials required.
Drunk Elephant Bronzi, Glossier Cloud Paint, Rare Beauty Soft Pinch — fan-favourite restocks routinely clear in single-digit minutes. AIO bots claim the inventory before the customers who set notifications can complete checkout.
Public restock telemetry · brand drops
A single bot-account cluster can drain a launch promo budget in hours. Welcome codes, referral bonuses, and points-on-signup are the cheapest fraud yield in DTC.
Industry observation · DTC fraud rings
Low cart values fly under standard fraud-scoring thresholds while still confirming card validity. Each chargeback then costs 3.9× the order value in Europe once fees and goods are accounted for.
LexisNexis True Cost of Fraud, EMEA
Sessions are scored the moment a limited restock goes live. Bot sessions are mitigated before they can add to cart while customers arriving from restock emails pass through with zero friction.
Accounts created in bulk from the same device cluster, IP range, or with algorithmically generated emails are flagged before they redeem — saving promo budget for real customers.
Stolen-card testing generates distinctive signals: rapid sequential checkout attempts, mismatched billing, low-value carts. These are scored and mitigated before reaching the payment processor.
Login velocity and behavioural anomalies are monitored across auth endpoints, mitigating credential-stuffing waves before loyalty accounts are compromised and points drained.
Automated bots exhaust limited restock quantities before customers who set notifications can check out.
Bot-created accounts farm welcome discounts, referral codes, and loyalty points across thousands of fake identities.
Bulk registrations bypass per-customer limits on promos, waitlists, and early-access restocks.
Stolen card credentials tested through beauty checkout using low-value carts to stay under standard fraud thresholds.
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.