I Built an AI-Powered Virtual Try-On Tool for Shopify — Here’s How It Works (Torziva)

Online shopping is broken in one major way — you can’t try before you buy . Customers constantly ask: “Will this look good on me?” “Will it fit my body?” “Is this worth buying?” This uncertainty leads to low conversions and high return rates . So I decided to build something to solve this. 👉 Meet Torziva — an AI-powered virtual try-on tool for Shopify. 🚀 The Idea Behind Torziva The goal was simple: Let users upload their photo and instantly try clothes virtually. Instead of imagining how a product might look, users can see it on themselves . 🧠 How It Works (User Flow) Here’s the basic flow: User visits a Shopify product page Clicks on “Try On” Uploads their photo AI processes the image Output: realistic try-on preview This entire process takes just a few seconds. ⚙️ Tech Stack & Architecture Building Torziva wasn’t easy. Here's a simplified version of the stack: Frontend: Embedded Shopify UI (App Extension) Backend: Node.js / API-based system AI Processing: Image-to-image transformatio