Price Cuts as a Revenue Lever for Walmart's Physical Stores

Quick Overview

A pricing strategy case set in Walmart's physical stores: explain how lowering prices could grow revenue instead of shrinking it. It tests reasoning about price elasticity, choosing which prices to cut, traffic and basket effects, store-level experiment design, and margin guardrails.

Price Cuts as a Revenue Lever for Walmart's Physical Stores

Company: DoorDash

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

You own pricing for Walmart's brick-and-mortar stores. Leadership wants more revenue, and the lever you have been given is lowering prices. How would you make lower prices grow revenue? ```hint Break revenue apart Write a store's revenue as a product of a few terms, then ask which of them a lower price could move by enough to outweigh the money given up on each unit. ``` ### Clarifying Questions - Is the target total store revenue or revenue in the categories whose prices change, and is there a floor on gross margin? - Can I choose which items and categories get cuts, or is the cut meant to apply across the store? - Can vendors help fund lower prices, and must store prices stay in line with Walmart's online prices? - Over what horizon is revenue judged: the next quarter, or a year or more? ### What a Strong Answer Covers - The condition under which a lower price raises revenue on an item, and how that price sensitivity would be estimated from store data - Criteria for picking which prices to cut, linked to the way each cut is expected to pay back - Effects beyond the discounted item: trips, basket size, substitution between items, and competitor reaction - A store-level test with revenue, volume and margin metrics, read over long enough to separate lasting gains from stock-up buying - Risks of cuts that are hard to reverse, and a rule for when to roll back ### Follow-up Questions - A main competitor matches your cuts soon after launch. What do you do next? - Your test lifts store revenue but lowers gross profit. Would you roll it out, and what would change your mind? - How would your plan differ for fresh food that spoils quickly versus packaged goods with a long shelf life?

Overview: A pricing strategy case set in Walmart's physical stores: explain how lowering prices could grow revenue instead of shrinking it. It tests reasoning about price elasticity, choosing which prices to cut, traffic and basket effects, store-level experiment design, and margin guardrails.

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DoorDash
Mar 24, 2024
mediumProduct ManagerOtherProduct / Decision Making
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You own pricing for Walmart's brick-and-mortar stores. Leadership wants more revenue, and the lever you have been given is lowering prices. How would you make lower prices grow revenue?

Clarifying Questions Guidance

  • Is the target total store revenue or revenue in the categories whose prices change, and is there a floor on gross margin?
  • Can I choose which items and categories get cuts, or is the cut meant to apply across the store?
  • Can vendors help fund lower prices, and must store prices stay in line with Walmart's online prices?
  • Over what horizon is revenue judged: the next quarter, or a year or more?

What a Strong Answer Covers Guidance

  • The condition under which a lower price raises revenue on an item, and how that price sensitivity would be estimated from store data
  • Criteria for picking which prices to cut, linked to the way each cut is expected to pay back
  • Effects beyond the discounted item: trips, basket size, substitution between items, and competitor reaction
  • A store-level test with revenue, volume and margin metrics, read over long enough to separate lasting gains from stock-up buying
  • Risks of cuts that are hard to reverse, and a rule for when to roll back

Follow-up Questions Guidance

  • A main competitor matches your cuts soon after launch. What do you do next?
  • Your test lifts store revenue but lowers gross profit. Would you roll it out, and what would change your mind?
  • How would your plan differ for fresh food that spoils quickly versus packaged goods with a long shelf life?