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Learn how to make your e-commerce store AI-ready and visible to shopping agents.

2026-06-15·11 min read

The State of Agentic Commerce Standards, Mid-2026

Where MCP, ACP, UCP and AP2 actually stand in June 2026 — plus WordPress 7.0, WooCommerce 10.7, 3DS2, and a spec gap we helped close around mandate expiry.

StandardsUCPACPMCPAP2
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2026-06-15·9 min read

Agentic Commerce Needs Three Layers, Not One

Most of the agentic-commerce debate is about discovery protocols. But an agent that can find and buy without verifying the merchant or trusting the catalog is shipping unmanaged risk. Here are the three layers that must coexist.

Agentic CommerceStandardsArchitectureTrust
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2026-05-13·9 min read

SAM Protocol v2.2: One Signed Envelope for the Whole Agentic Commerce Stack

Four months on, SAM v2.2 composes UCP, AP2, MCP, ACP and A2A into one signed, verifiable entry point — RFC 9421 signatures, three conformance levels, and a submission to a W3C community group.

SAM ProtocolStandardsAgentic CommerceTrustArchitecture
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2026-01-15·8 min read

Introducing SAM Protocol: A Signed Identity Envelope for Agent-Ready Merchants

The agentic stack can discover and pay, but nothing signed tells an agent who a merchant is or how far it may act alone. We are proposing SAM — one signed sam.json. Here is the first draft.

SAM ProtocolMerchant IdentityTrustStandardsAgentic Commerce
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2025-03-10·8 min readResearch

The State of AI Shopping Agents in 2025: Market Overview

An analysis of the AI shopping agent landscape: who the major players are, how they discover products, and what e-commerce merchants need to know.

ResearchAI AgentsMarket Analysis
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2025-02-20·10 min readResearch

How Structured Data Impacts AI Product Recommendations: A 500-Store Study

We analyzed 500 e-commerce stores to measure how structured data quality correlates with AI agent visibility and recommendation rates.

ResearchStructured DataCase Study
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2025-01-15·7 min readResearch

robots.txt for AI Agents: How to Control Which Bots Read Your Products

A technical guide to configuring robots.txt for AI shopping agents like GPTBot, ClaudeBot, and PerplexityBot. Control access while maximizing visibility.

ResearchTechnicalAI Agents
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2024-11-15·12 min read

Complete Guide to JSON-LD Product Schema for E-Commerce

Learn how to implement JSON-LD Product schema to make your products AI-readable and improve visibility in search results and shopping recommendations.

Structured DataJSON-LDSchemaTechnical
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2024-11-10·11 min read

Why AI Shopping Assistants Skip Your Products

Discover the hidden data gaps that prevent AI agents like ChatGPT and Perplexity from discovering and recommending your products.

AIVisibilityData QualityE-Commerce
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2024-11-05·13 min read

Product Feeds & Google Merchant Center: Complete Guide

Master product feeds, Google Merchant Center setup, feed formats, and optimization strategies to increase AI visibility and sales.

Product FeedsGoogle MerchantFeedsTechnical
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2024-10-30·10 min read

AI-Readiness Checklist for E-Commerce Stores

Step-by-step actionable checklist to make your e-commerce store fully AI-ready and visible to shopping agents.

ChecklistAI ReadinessImplementationE-Commerce
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2024-10-25·9 min read

GTIN, UPC, EAN: Why Product Identifiers Matter for AI

Understand what GTINs, UPCs, and EANs are, why AI systems need them, and how to implement them on Shopify and WooCommerce.

GTINProduct IdentifiersUPCEAN
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