Commerce infrastructure review

Unit economics

Unit economics ask what remains after the cost of goods, delivery, and customer acquisition for a typical order, and how repeat purchases change lifetime value. If contribution is thin or negative, more marketing spend accelerates loss. Jimmy’s public tools express these ideas in USD for founders pressure-testing scenarios.

Fulfilment and logistics

Fulfilment is the chain from order to delivered product: picking, packing, carrier handoff, and exception handling. Logistics cost as a share of basket size is a common failure mode in regional e-commerce—especially when average order value is low and last-mile is expensive.

Inventory and cash

Inventory ties cash. Overstock creates write-down risk; understock creates stockouts and wasted acquisition spend. Cross-border models add lead times, customs, and multi-node storage decisions. Reviews should map cash conversion, not only revenue charts.

Margins and operational scalability

Gross margin after COGS is not the same as cash contribution after delivery and CAC. Scalability means processes, suppliers, and service levels still work when order volume rises. Multi-node warehousing can improve speed but raises complexity and fixed cost.

Cross-border operations

Selling across borders multiplies failure points: longer fulfilment, returns friction, payment methods, and partner quality. Founders expanding into the GCC should model these costs before promising regional scale to investors.

How to use this site

Start with the interactive commerce infrastructure audit tool for directional diagnostics. For a discussion of your operating model, request a strategy conversation or submit an advisory enquiry.