Watching order timelines, shipping delays, and refund requests shows where customers lose trust. Tracking which orders stall or get canceled reveals whether the issue is production, packing, or carrier speed. Analyzing support messages highlights repeated complaints about delivery estimates. Funnel-style logs act like heatmaps of the order journey, showing where customers drop off or complain. Insights from these patterns guide switching to a faster supplier, adding a backup vendor, or pre-stocking bestsellers locally. Over time, this reduces delivery friction and stabilizes conversion rates while protecting momentum from the winning product.