Articles//Overview
Product operations,
in practice.
How ecommerce brands structure, enrich, and distribute their catalogs, and what we learn building the tools for it.


Buyer's guide9 min read
Do you need a PIM for Shopify?
When Shopify's built-in product management is enough, the signs you have outgrown it, and what a PIM changes in practice.

Agentic commerce7 min read
Your product feed is your AI storefront
AI shopping agents recommend from your product feed, not your homepage. Here's how to make your catalog the one they pick.

Definitions5 min read
What is agentic commerce?
A plain-English definition of agentic commerce, how it differs from traditional ecommerce, and what it means for your product data.
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