Fake storefronts, phishing campaigns, and scam advertisements are scaling faster than traditional detection can handle. Platforms that process payments, serve ads, or host user-generated content are already facing this threat and seeing an increase in chargebacks, more frustrated users, and damage to brand reputation.

