GPU launches, console drops, and limited collectibles disappear to scalpers in seconds. Competitor scrapers crawl your catalogue between launches. Kairal mitigates both at the edge so your real customers — and your margin — make it through.
Scalper bots, scrapers, and proxy-masked attack traffic generate compute, bandwidth, and CDN cost real customers never do.
Cloudflare, 2025
Price comparison bots crawl your catalogue continuously, feeding competitor pricing engines and grey-market arbitrage operations.
Industry observation
Carding is now the #1 attack vector against e-commerce — and electronics checkout, with high cart values, sees disproportionate exposure.
Thales Bad Bot Report 2025
Sessions are scored at the moment a GPU drop, console launch, or limited collectible goes live. Known AIO bots are mitigated at the edge before they reach add-to-cart.
Scalpers register many accounts in advance, each positioned to buy max quantity. Device fingerprints, email pattern analysis, and registration velocity surface clusters before the drop opens.
Automated crawlers reveal themselves through behavioural profile — no mouse movement, linear navigation, inhuman request timing. Kairal mitigates or rate-limits them before they harvest your pricing data.
TLS fingerprints, ASN classification, and session behavioural signals unmask proxy-masked traffic even when individual IPs appear clean.
AIO bots exhaust GPU drops, console launches, and limited collectibles in seconds — before real customers can add to cart.
Automated crawlers harvest your pricing and inventory data in real time for competitor intelligence and grey-market arbitrage.
Queue-jumping bots hoard high-demand inventory across bulk-registered accounts, reselling at multiples within hours.
Residential proxy networks mask the true scale of scalper and scraper operations, defeating standard IP-based defences.
Go live in under 2 hours. Free pilot with your real drop traffic — every decision logged with a full signal breakdown your team can audit.