Product ideas to grow average order size on Walmart's online store

Quick Overview

A product sense question on increasing basket size for Walmart's online store. It tests how you define basket size, pick a shopper segment, find why orders are smaller than they could be, prioritize solutions, and choose metrics with guardrails for conversion, order frequency and margin.

Product ideas to grow average order size on Walmart's online store

Company: Walmart Labs

Role: Product Manager

Category: Product Design & Strategy

Difficulty: medium

Interview Round: Other

You are a product manager working on Walmart's e-commerce site. How would you get shoppers to buy more in each order, that is, increase the basket size? ```hint Define basket size first Decide whether you mean items per order or spend per order, and why Walmart would care, since a larger order spreads the cost of picking and delivery. Then look for shoppers whose orders are smaller than what they actually need. ``` ### Clarifying Questions - Does basket size mean average order value or average items per order, and should the goal hold even if order frequency changes? - Does the scope cover the whole site (groceries with pickup and delivery, general merchandise, third-party marketplace sellers) or one part of it? - Are there limits on margin, discounting or fulfillment capacity, such as pickup and delivery slots? - Should Walmart+ members and non-members be treated differently? ### What a Strong Answer Covers - A precise definition of basket size and the business reason it matters, with a guard against merely consolidating spend into fewer orders - A chosen shopper segment and the specific reasons its orders are smaller than they could be - Several solutions across discovery, cart and checkout, prioritized with clear criteria - A primary metric with guardrails for conversion, order frequency, margin and customer trust - Risks such as pushy upselling, stock-outs and substitutions, and how the ideas would be tested ### Follow-up Questions - Your experiment raises average order value, but orders per customer fall. Is that a win? - How would you raise basket size without discounting away margin? - Which idea would you test first, and how would you design that experiment?

Overview: A product sense question on increasing basket size for Walmart's online store. It tests how you define basket size, pick a shopper segment, find why orders are smaller than they could be, prioritize solutions, and choose metrics with guardrails for conversion, order frequency and margin.

Walmart Labs logo
Walmart Labs
Jun 26, 2026
mediumProduct ManagerOtherProduct Design & Strategy
0
0

You are a product manager working on Walmart's e-commerce site. How would you get shoppers to buy more in each order, that is, increase the basket size?

Clarifying Questions Guidance

  • Does basket size mean average order value or average items per order, and should the goal hold even if order frequency changes?
  • Does the scope cover the whole site (groceries with pickup and delivery, general merchandise, third-party marketplace sellers) or one part of it?
  • Are there limits on margin, discounting or fulfillment capacity, such as pickup and delivery slots?
  • Should Walmart+ members and non-members be treated differently?

What a Strong Answer Covers Guidance

  • A precise definition of basket size and the business reason it matters, with a guard against merely consolidating spend into fewer orders
  • A chosen shopper segment and the specific reasons its orders are smaller than they could be
  • Several solutions across discovery, cart and checkout, prioritized with clear criteria
  • A primary metric with guardrails for conversion, order frequency, margin and customer trust
  • Risks such as pushy upselling, stock-outs and substitutions, and how the ideas would be tested

Follow-up Questions Guidance

  • Your experiment raises average order value, but orders per customer fall. Is that a win?
  • How would you raise basket size without discounting away margin?
  • Which idea would you test first, and how would you design that experiment?