We built the app to connect suspicious storefront activity with the work merchants already do: inspect traffic, investigate repeat activity, and review orders before fulfillment. This post was prepared with AI assistance and checked against our published Shopify implementation and capability documentation. From a visit to an order review An IP address alone is a poor reason to reject an order. We combine browser behavior, server-derived request signals, IP enrichment, and interactions with hidden honeypot links and fields to make suspicious activity reviewable. The integration has three distinct paths: Storefront:a Theme App Extension supplies the app embed.