Chargeback Shield

Chargeback Shield is a Shopify app that automatically scores every order for fraud risk before it becomes a costly chargeback. It detects address mismatches, unusual email domains, and velocity attacks in real time, then flags or blocks risky orders automatically. Built on Node.js and deployed on Railway, with a React dashboard, customisable risk thresholds, and email alerts.