How do AI shopping agents decide which retailers to recommend?

Agents optimize for risk reduction: accurate inventory data, clear return policies, verified reviews, competitive pricing, and reliable fulfillment. Structured product data (complete specs, real-time availability) and trust signals (physical presence, easy returns) improve your ranking. It’s less about brand storytelling, more about operational credibility that agents can verify.