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Uber·Product Manager·Onsite - Product Sense / Strategy·Intermediate

Intermediate
Jun 2026

Summary

Uber PM interview with a market sizing question on food delivery. Pretty standard case interview feel, nothing too wild.

Questions Asked (1)

Q1

Estimate the size of the food delivery market in the United States.

Product Analytics & MetricsProduct Strategy
Author's notes

I started top-down and then tried to sanity check with a bottom-up pass, which I think helped.

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AI HintsAI Generated

Suggested Approach

Start by clarifying the scope of the food delivery market (e.g., restaurant delivery vs. grocery, on-demand vs. scheduled) and then use a top-down or bottom-up approach to estimate the total addressable market. Break the problem into key drivers such as population, frequency of orders, and average order value, and validate your assumptions with known benchmarks.

Pro tip: Show that you understand the difference between TAM, SAM, and SOM, and anchor your estimate to a relatable metric like 'number of orders per person per month' to make your reasoning transparent and defensible.

1. Clarify the scope

Ask clarifying questions to define what 'food delivery market' includes (e.g., restaurant meals, groceries, meal kits) and whether it's for on-demand delivery only or also scheduled. Confirm if you should estimate annual revenue or number of orders.

2. Choose an approach

Decide between top-down (starting with total US population and segmenting) or bottom-up (starting with a small sample and scaling). For a PM interview, a top-down approach is often simpler and faster.

3. Segment the population

Divide the US population into relevant segments: e.g., by age, urban vs. rural, and income. Estimate the number of potential users who are likely to use food delivery services.

4. Estimate usage and order value

For the target segment, estimate the frequency of orders (e.g., orders per month) and the average order value (AOV). Multiply to get annual spend per user, then multiply by the number of users.

5. Sanity-check and refine

Compare your estimate to known industry figures (e.g., market reports) and adjust assumptions if necessary. Acknowledge any uncertainties and state your final estimate with a range.

Key Points to Mention

  • Total US population and segmentation by age, location, and income
  • Penetration rate of food delivery apps (e.g., % of adults who use them)
  • Average number of orders per user per month
  • Average order value (AOV) including delivery fees and tips
  • Growth trends and seasonality (e.g., impact of COVID-19)
  • Competitive landscape and market share of major players (Uber Eats, DoorDash, Grubhub)

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.