We built ReFiBuy from the ground up as an AI-native, closed-loop platform — our Commerce Intelligence Engine ingests catalogs at the SKU level, evaluates how agentic engines interpret each product, enriches the gaps, distributes optimized data back to the engines, and monitors performance over time. To be concrete about scale: today we're running tens of thousands of SKUs through agentic enrichment, distributing optimized catalogs to engines like ChatGPT, Perplexity, Gemini, and Copilot, and tracking visibility back from each one daily.