Bot Protection. Merchants are helpless against credit-card bot attacks generating hundreds of fraudulent checkout attempts daily, with no automated detection built into Shopify's native toolset. Static velocity thresholds fail against rotating identity bots; an LLM agent correlates behavioral entropy across checkout events, device fingerprints, and address-graph anomalies in real time. Velocity analyzer with Redis, AI analysis, Shopify action executor, Kovotic support.