Research & analysis on agentic commerce.
Protocols, implementation guides, and strategic frameworks for businesses navigating the shift to agent-mediated commerce.
Agentic Commerce Optimization (ACO): The Executive Blueprint for the Machine-Mediated Marketplace
The comprehensive guide to succeeding in an economy where autonomous AI agents orchestrate $3-5 trillion in retail by 2030. Master the five pillars of ACO, understand critical protocols like ACP and MCP, and build the technical infrastructure for machine-mediated commerce.
From AEO to ACO: Why AI Search Optimization Is Only Half the Battle
Answer Engine Optimization gets you cited. Agent Commerce Optimization gets you chosen. Understanding the evolution from visibility to transaction readiness.
UCP Explained: How the Universal Commerce Protocol Powers Agentic Shopping
Google and Shopify co-developed UCP as the open standard for AI agent transactions. Here's what merchants need to know about implementation and readiness.
The 47-Point Agent Readiness Audit: Your Complete ACO Checklist for E-Commerce
The definitive AI shopping agent readiness checklist covering entity verification, structured data, API performance, machine-readable policies, UCP readiness, and AI checkout optimization. Interactive progress tracking included.
MCP Servers for E-Commerce: Building Direct Agent Access to Your Catalog
Build an MCP server to give AI agents direct access to your product catalog, inventory, and checkout — and capture Zero-Click Commerce revenue.
Shopify Agentic Storefronts: Catalog MCP, UCP, and the 2026 Agentic Ecosystem
Enable ChatGPT Instant Checkout, Google AI Mode, and Copilot Checkout on Shopify — then configure your Catalog MCP and product data to convert agent traffic.
Schema.org for Agents: Technical Audit for the Machine-Legible Web
Audit Product schema, fix GTIN compliance, implement MerchantReturnPolicy, and prepare for March 2026 Merchant Center mandates with this technical framework.