Through it, they can see ROAS improving, campaigns finding buyers, and numbers suggesting the advertising team is doing its job. Spending more to drive demand makes sense until the economics surrounding a product begin to change. A brand may still be seeing efficient conversions even as margins tighten or inventory becomes harder to replace. If the advertising system cannot see those conditions, it can keep making decisions that look sensible inside the campaign while becoming less useful to the business. That is the problem Feedvisor is trying to address with Agentis , its new agentic commerce platform for brands selling on Amazon.