Prioritize WMS/API integration, dock-to-stock and order cycle times, scalability of storage and pick lines, returns processing, and transparency in SLA reporting. Review carrier connectivity and inbound consolidation options to measure total logistics cost versus service level.

Proximity to primary highways, railheads, and consolidation hubs reduces last-mile miles and carrier mix complexity, lowering LTL costs and transit variability. Strong regional lanes enable better route density and more predictable lead times, which lowers safety stock and expedited freight spend.

Expect modern WMS with real-time inventory, batch/zone picking, barcode/RFID support, carrier-connect APIs, and scalable labor plans. Service levels should include clear SLA metrics for pick accuracy, same-day cutoffs, and dedicated seasonal capacity planning.

Model total landed cost including inventory carrying, inbound consolidation, and transport lanes; evaluate lead-time impact on customer service; simulate SKU velocity by region; and run scenario sensitivity for peak demand and promo-driven surges to identify the right balance of inventory placement.