Things we measured, published in full

What AI shopping agents actually see on 814 WooCommerce stores

We read the public catalog surface of 814 live WooCommerce stores and scored 56,896 products against what an AI shopping agent needs to list and transact. Two thirds of products carry at least one defect, a sixth cannot be bought at all, and the identifier the whole category is built on is not published on that surface by anyone.