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How to Protect a Public AI Chat Interface Without Slowing Down Legitimate Shoppers
Public AI chat can be a powerful shopping tool—and an expensive target for automated abuse. This walkthrough shows how a layered security model blocks bad traffic early, applies tenant-specific risk scoring, and gives merchants the visibility needed to tune protection without adding friction for real shoppers.
Magento 2 Headless PWA: Everything You Need to Know
Headless PWA is a way of building storefronts that enhances the user experience. Discover the meaning of Headless Magento2 PWA and how to implement it.
Integrating Avalara with Shopify Checkout to Clearly Show Recycling Fees
Some states require mattress recycling fees to appear as their own tax line during checkout. This article walks through how we combined Avalaras AvaTax API, Shopify metafields, middleware, and Checkout UI extensions to display a clear tax and recycling-fee breakdown in Shopify checkout for two brands.
Tips for Building Dynamic UIs for Headless Ecommerce with React Components
Learn about dynamic User Interfaces and React components. Discover the tips for building dynamic UIs for headless ecommerce with React components.
How an Email Marketing Consultant Can Help Grow Your Business
Learn how an email marketing consultant can help grow your business. And why you may need one or not.
Create a Shopify Store-Aware Conversational Chatbot
We turned a basic Shopify custom app install into an immediately useful, store-scoped AI chat experience. This deep dive walks through our OAuth flow, tenant/shop mapping, AI orchestration pattern, guardrails, and operational hardening so each merchant lands in an intelligent chat already aware of their store.