BotFence

A static rule engine cannot adapt to rotating IPs, disposable email domains, and evolving behavioral fingerprints in real time, whereas an LLM agent continuously re-scores subscriber signals using contextual reasoning across velocity, domain reputation, and behavioral entropy. LangGraph's stateful g Bot attacks can mass-inject thousands of fake email subscribers into Shopify stores, breaking abandoned cart automations and polluting marketing lists with no effective native prevention. Key capabil