Strategy Consulting · Retail Strategy · Unit Economics
A Bain-style strategy case focused on helping an instant retail company achieve profitable growth across Tier 3–4 cities in China. The project found that the company’s losses were not simply caused by insufficient scale. Instead, the core issue was structural: weak city portfolio allocation, low fulfillment density, poor category mix, and excessive subsidy dependency. The final recommendation was to concentrate capital in three density-ready cities, optimize three repairable cities, and hold or exit structurally weak cities. The strategy shifts the company from subsidy-led growth to mission-driven, density-based profitability.
Optimize cities lose ~¥0.6/order due to density, subsidy, and category mix issues. The gap can be closed through four operational levers.
Only three cities are structurally investable. Capital should be concentrated in Quanzhou, Huizhou, and Weihai rather than spread evenly.
Profitability depends on dense flash warehouse coverage, shorter delivery radius, stronger chain merchant supply, and higher order frequency.
Invest cities can reach break-even by Year 2, Optimize cities by Year 3, while Hold cities should remain self-funding with no new capex.
This project strengthened my ability to connect market context, operational data, and financial logic into one coherent strategy. The biggest learning was that growth alone does not solve profitability problems. In platform businesses, scaling weak density and subsidy-dependent models can amplify losses rather than fix them. I also learned how to translate complex unit economics into clear executive recommendations: where to invest, what to fix, what to stop, and how to phase actions over time.