Commerce has a new customer – and it isn’t human. Shopping agents are beginning to compare, decide and buy at machine speed and volume. They don’t browse – they read your data. And when an agent evaluates your catalog, speed alone isn’t enough – it needs to trust that your data is true. One stale price, phantom inventory count or hallucinated attribute can remove you from consideration.

This panel goes inside the intelligence layer that makes commerce agent-ready – enriched & verified product data, real-time pricing & availability, taxonomy machines can reason over, and governed endpoints that ground every answer in evidence. Leave with a practical definition of “agent-ready” – and why the next share shift in retail may be decided there.