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.
3-day turnaround. No platform credentials required.
From Nov 2020 well into 2022, every major PS5 restock was cleared by Bird Bot, CarpenterBot and similar in seconds. RTX 4090 and RTX 5090 launches followed the same pattern. The buyers your launch marketing reached almost never won.
Wired · The Verge · public restock data
Price comparison bots crawl your catalogue continuously, feeding competitor pricing engines and grey-market arbitrage operations — typically more traffic than your real customers generate.
Industry observation
At electronics AOV and launch cadence, automated traffic routinely exceeds real customer traffic by 2–5× during drop windows — compute and bandwidth you pay for with nothing in return.
Cloudflare bot traffic data · 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.