Analyze a product and business case for ValueInc, a membership-based warehouse retailer with an on-site food court that is open to both members and non-members. The hot dog combo is the main draw. Leadership is worried that many non-members visit only for subsidized hot dogs and do not generate profitable retail purchases or membership growth. They want to understand missed profit, risks, and strategic options. ### Constraints & Assumptions - Treat the hot dog combo as a possible loss leader, but do not assume it is unprofitable without unit cost and price. - Clearly separate members, non-members, hot-dog-only visits, and multi-purchase visits. - Include fixed costs, variable costs, retail gross profit, membership conversion, and member experience where relevant. - Define the counterfactual before calculating "missed profit." - State hidden information needed before making a recommendation. ### Clarifying Questions to Ask - What is the hot dog combo price, unit variable cost, and contribution margin? - What fixed costs are allocated to the food court? - What share of visits are member versus non-member and hot-dog-only versus multi-purchase? - Do non-members ever convert to members after food-court visits? - What is the incremental retail basket profit caused by food-court visits? - Are lines or capacity constraints affecting member shopping behavior? ### Part 1 - Missed Profit and Breakeven Define a rigorous way to quantify missed profit or profit leakage, then write a breakeven equation. #### What This Part Should Cover - Counterfactuals such as members-only, higher pricing, or conversion-focused strategy. - Segment-level contribution by visit type. - Fixed and variable costs. - Incremental retail profit and membership value. - Why customer mix changes breakeven. ### Part 2 - Risks and Strategy Options Identify risks of the current setup and propose actions to improve profitability. #### What This Part Should Cover - Business risks such as crowding, subsidy leakage, brand perception, and member dissatisfaction. - Measurement risks such as selection bias, confounding, cannibalization, seasonality, and spillovers. - Pricing, gating, bundling, conversion, menu, limit, and operational strategies. - Primary metric and guardrails for each strategy. ### Part 3 - Pricing, Vertical Integration, Gating, and Shutdown Evaluate a price increase to $2.50, making hot dogs in-house, members-only gating, and shutting down the food court. #### What This Part Should Cover - Elasticity estimation and total-profit forecast. - Make-versus-buy analysis and operational risks. - Advantages and disadvantages of members-only gating. - One-time, ongoing, and second-order shutdown costs. ### What a Strong Answer Covers - A segment-level profit model. - Counterfactual thinking rather than vague "missed profit." - Total-store and membership impact, not only food-court margin. - Practical experiments or pilots with guardrails. - Clear risk checks before acting on observed data. ### Follow-up Questions - How would you estimate the causal retail basket lift from food-court visits? - What experiment would you run for member versus non-member pricing? - How would you value membership conversion from non-member food-court visits? - What would change if the food court is capacity constrained?