Blog

Primary data and engineering notes on agent-readable commerce for WooCommerce.

2026-07-16

How to optimize a WooCommerce catalog for ChatGPT and AI shopping agents

A field-by-field checklist for making WooCommerce product data easier for ChatGPT and shopping agents to ingest, compare and verify without guessing.

2026-07-10

Before the Wallet, There Is the Catalog

A practical explanation of why WooCommerce stores need an agent-readable catalog layer before they need fully autonomous checkout.

2026-07-10

The Wallet Is the Last Thing We Hand Over

Consumers are beginning to use AI agents for shopping, but full purchase delegation is still limited. The first trust layer is not payment: it is accurate, current, machine-readable product data.

2026-07-10

Authority, Freshness and Consent in a Federated Commerce Network

A federated catalog can help agents find candidates, but it must preserve provenance, verify with the merchant, survive partial failure and enforce revocable consent.

2026-07-09

Shopify Has a Global Catalog. WooCommerce Has Independent Stores.

Shopify’s central catalog is a real distribution advantage. WooCommerce needs local Bridge nodes and explicit federation to create comparable agent-facing reach without centralizing merchant stores.

2026-07-09

Can ChatGPT read your WooCommerce store? Test it in 5 minutes

A practical 5-minute visibility test to check what ChatGPT, Claude and other AI assistants actually know about your WooCommerce store — and why the answer is often wrong, outdated, or missing.

2026-07-06

UCP and ARC: two layers, not two standards

UCP and ARC are read as rivals. They aren't. UCP standardizes the transaction; ARC standardizes catalog legibility. Two layers of the agentic-commerce stack, aligned by design.

2026-07-06

From ungooglable to unagentable

Search made products findable. Agents ask a different question: can this offer be understood well enough to enter the decision? The next ecommerce visibility problem.

2026-07-06

WooCommerce Already Has APIs. Federation Is the Missing Layer.

WooCommerce makes one store programmable. A merchant-side Bridge makes independent stores composable through a consent-based federated catalog.

2026-07-05

196,000 tokens or 8,000: making a catalog an agent can read

On a real 626-product WooCommerce catalog, summary projections cut agent token cost by 96% — a fifty-product listing goes from 196,595 tokens to 8,000, from overflowing the context window to fitting easily.

2026-07-05

The EU withdrawal button is live. The hard part is knowing when to show it.

We inspected five WooCommerce withdrawal plugins against the EU rule. The hard part is not the button — it is knowing when the 14-day clock starts.

2026-07-04

Crawling Is for Discovery. Commerce Needs a Contract.

The web is adding a second interface for agents: crawling for discovery, feeds for candidates, merchant verification for facts and checkout for commitment.