Scalper bots clear venue allocations in seconds and resurface them on secondary markets at multiples of face value. Kairal scores every queue session at the edge so genuine fans hold their place.
Major onsales close in seconds, with the entire allocation claimed before a real fan can complete the page load — let alone hit checkout.
Public ticketing onsale reports
Face-value tickets reappear at 10× on secondary markets within minutes of onsale, eroding the artist–fan relationship and triggering regulatory scrutiny.
Resale market data
The same automation playbook used in sneaker drops is the playbook used against ticketing onsales — same operators, same toolkits, same scale.
Queue-it · Nike
Every session entering the onsale queue is fingerprinted before allocation. Bot sessions are mitigated silently while real fans hold their place.
Scalper operations buy max-quantity across many sessions in parallel. Kairal correlates device fingerprints, IPs, and session patterns to spot orchestrated waves in real time.
Residential proxies make each request look like a distinct buyer. TLS fingerprints, ASN classification, and geo/timezone mismatch unmask proxy-masked sessions even when IPs look clean.
Scalpers register accounts in bulk ahead of an onsale to multiply purchase slots. Kairal clusters account farms before the queue opens.
Automated bots purchase max ticket quantities in milliseconds, hoarding inventory for resale at multiples of face value.
Entire venue allocations exhausted by coordinated bot traffic before the onsale page fully loads for real fans.
Professional scalping operations route traffic through residential proxies to evade per-IP purchase limits.
Bulk-registered accounts claim multiple purchase slots per onsale, multiplying a scalper's effective buying power.
Go live in under 2 hours. Free pilot with your real onsale traffic — every decision logged with a full signal breakdown your team can audit.