Guides
Practical frameworks, playbooks, and resources to help commerce teams prepare product catalogs for the way consumers now research, find, and buy through AI-powered shopping.
Foundation
Understand how AI shopping agents are changing product discovery, who the key players are, and why product data now shapes how consumers research, find, and buy.
Foundation
Learn how Agentic Commerce Optimization helps teams make product catalogs understandable, eligible, and competitive across AI-powered shopping.
Implementation
The comprehensive playbook for preparing a product catalog for AI-powered shopping. Learn the framework, metrics, and closed-loop system behind Agentic Commerce Optimization.
Team & Roles
How to structure the teams, workflows, governance, and ownership model needed to manage agentic commerce performance inside a brand or retailer.
Browse by framework
Each pillar guide is anchored by a ReFiBuy framework. Use these as entry points to the underlying ideas.
Get Started
ReFiBuy turns the ideas in these guides into a continuous, close-loop system for product data.