How assisted shopping is changing retail — and how to prepare without rebuilding everything.
Shopping agents already discover and recommend products without users visiting your store. If your catalog isn't machine-readable, you don't exist in that flow.
Universal Commerce Protocol (UCP) aims to unify how agents query catalog, pricing, and checkout. What it means for your stack.
Automating broken processes, ignoring data, or deploying chatbots without structured catalogs: failures we see again and again.
Six yes/no questions to assess whether your retail can be found, compared, and bought by AI agents.
Transparency on our process: what AI generates, what a senior engineer always reviews, and why that matters in retail.
