Estimate the revenue opportunity if DoorDash improves conversion in Pickup

Problem Statement Description

Product context: DoorDash is a local commerce and delivery platform; its products include restaurant delivery, DashPass, grocery and retail delivery, merchant tools, and dasher tools.

DoorDash Pickup lets customers order ahead from local merchants and collect food themselves, avoiding delivery fees and potentially serving more price-sensitive users. In this guesstimate, you are asked to estimate the revenue opportunity from improving conversion in the Pickup funnel.

Focus on a concrete definition of “conversion” within the Pickup workflow, such as users who view Pickup options and complete an order, or users who start checkout and successfully place an order. Your estimate should distinguish between incremental revenue that comes from genuinely new completed Pickup orders versus orders that may cannibalize DoorDash delivery or merchant direct-order channels.

You should frame the opportunity at an appropriate scope, such as annual U.S. revenue, monthly platform revenue, or revenue per active user segment, and make your assumptions explicit. Consider how price-sensitive users behave, how often they order, average order value, DoorDash’s take rate or fee structure, and how much conversion could realistically improve.

The estimate should consider:

- The population or user base included, such as DoorDash active users, Pickup browsers, or price-sensitive customers

- The funnel step where conversion improves and the baseline conversion rate

- Expected order frequency and average order value for Pickup

- DoorDash revenue per Pickup order, including marketplace fees, commissions, or other platform revenue

- Incrementality versus cannibalization from delivery orders or merchant-owned ordering channels

- Adoption sensitivity across customer segments, geographies, cuisine types, and merchant availability

- Key assumptions, ranges, and the variables that most affect the final estimate

- Sanity checks against marketplace scale, order volume, and realistic conversion lift

The goal is to produce a structured, defensible estimate of the revenue opportunity, not a precise forecast. Your answer should show how you define the market, build the calculation, test assumptions, and explain which factors would make the opportunity larger or smaller.