Diagnose a Two-Year Profit Slide at One Superstore Location: Metrics to Request

You are a product manager at a chain of large superstores. One of its stores opened five years ago. Its profit grew year over year during its first three years and has shrunk year over year in the two years since. Leadership has asked you to find the cause. Which metrics and data would you ask for to investigate, and how would you use them to narrow down why this store's profit is falling? ```hint Turn profit into an equation Write this one store's profit as a chain of components (how many shoppers come, how much they buy, what it costs to serve them), then ask for the data that shows which component changed direction about two years ago. ``` ### Clarifying Questions - Are the chain's other stores, especially those in the same region or opened around the same time, also losing profit, or is this location alone? - Did profit slide gradually across the two years, or drop sharply at one point and stay low? - Does the store's reported profit include online orders it fulfills and a share of central costs, and has the way either is allocated changed recently? - What data can I get at store level: a profit-and-loss statement, register transactions, loyalty-card history, staffing and inventory records? ### What a Strong Answer Covers - Uses the store's five-year arc and a comparison with peer stores to separate store-specific causes from chain-wide trends and the normal leveling-off of a new store. - A profit tree that splits revenue (visits, conversion, basket size) from gross margin and operating costs, with the metric requested for each branch. - A prioritized, segmented request (by category, time period and customer group) rather than an unranked list of every number available. - Internal and external hypotheses, each tied to the metric that would confirm or rule it out, after checking that accounting or allocation changes are not behind the drop. ### Follow-up Questions - Sales at the store are flat, but gross margin has fallen. What do you examine next? - You learn that a competitor opened nearby two years ago. How would you show it caused the decline rather than merely coinciding with it? - Once you find the cause, how would you decide between investing in the store, changing its format, or closing it?