How do AI shopping agents verify merchant legitimacy before autonomous purchases?

Build a machine-readable merchant verification layer that agents can query in real-time. This registry should provide trust scores, fraud signals, and verification status. The system must be fast, reliable, and integrate seamlessly with agent decision-making logic. Consider data sources (payment processors, fraud databases), caching strategies, and audit logging for compliance.