E-commerce systems must meet specific criteria to reliably support AI shopping agents

Before retailers expose their systems to AI shopping agents, they must ensure their commerce stack can reliably handle a full order path. This involves verifying that catalog, inventory, pricing, checkout, and order management systems work in agreement. A successful pilot requires tracking key metrics like channel cost, checkout conversion, and contribution margin to assess economic viability. The agent needs explicit, structured data like product variant IDs and real-time stock levels, not just marketing descriptions, to execute orders accurately. The technical readiness of the API is a separate concern from the overall profitability of the agentic sales channel.