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RevenueGuard combines automated Shopify purchase journey monitoring with AI-powered incident investigation. Detect failures across product selection, cart and checkout, monitor catalog changes and critical products, and go deeper with Deep Checkout checks. When issues arise, AI analyzes monitoring evidence, identifies most likely causes, assesses confidence and recommends actionable next steps. Built for merchants and agencies that need more than alerts: they need answers.