A user asks an AI shopping agent for "a medium grey t-shirt." The agent finds the product. It picks a variant. It adds it to the cart. The merchant rejects the cart. The agent retries with a different variant. The merchant rejects that one too. The session ends in cart_created without a checkout — the user's $40 purchase quietly disappears, and...