Static rules (velocity thresholds, IP blocks) fail against rotating identity bots that vary every attribute per attempt; an LLM agent correlates behavioral entropy across checkout events, device fingerprints, and address-graph anomalies in real time. Zapier/Make cannot maintain stateful cross-event Merchants are helpless against credit-card bot attacks that generate hundreds of fraudulent checkout attempts, with no automated detection or blocking built into Shopify's native toolset. Key capabil

• Real-time order monitoring — every event tracked automatically
• Velocity Analyzer with Redis Sliding Window
• AI-powered analysis — intelligent decisions without manual rules
• Shopify Action Executor (Block/Flag/Cancel)
• Dedicated support from the Kovotic team