SimGym: Traffic-Grounded Browser Agents for Offline A/B Testing in E-Commerce

Alberto Castelo, Zahra Zanjani Foumani, Ailin Fan +17

A/B testing remains the gold standard for evaluating e-commerce UI changes, yet it diverts traffic, takes weeks to reach significance, and risks harming user experience. We introdu…