Market sizing: total fuel burned by passenger vehicles on U.S. roads
Company: Uber
Role: Product Manager
Category: Product / Decision Making
Difficulty: medium
Interview Round: Other
You are asked for a back-of-the-envelope estimate of how much fuel the cars in the United States burn. Build it from first principles: write down the equation, state each input as a round-number assumption with a short justification, do the arithmetic out loud, and sanity-check the result.
```hint Start from one typical car
Work out how much fuel a single typical car uses over a period from the distance it covers and its fuel economy. Then decide how many such cars there are, and whether every car deserves the same numbers.
```
### Clarifying Questions
- Which vehicles count: personal passenger cars only, or also the SUVs and pickups people drive as personal vehicles, taxis and ride-hailing cars, buses, government fleets and freight trucks?
- Which fuels count: gasoline and diesel only, or should electricity used by electric cars be converted into a fuel equivalent?
- Over what period, and in which unit: per day or per year, in gallons, liters or barrels?
- Is this about current consumption, or a forecast for a future year?
### What a Strong Answer Covers
- Scope settled up front: which vehicles, which fuels, what period and what unit
- A clear equation linking the number of vehicles, distance driven and fuel economy, segmented where those inputs differ meaningfully
- Each input stated as a labeled round-number assumption with a one-line rationale
- Correct arithmetic and unit conversions, ending in one number and a plausible range
- At least one independent sanity check and a note on which assumption the result is most sensitive to
### Follow-up Questions
- How would the estimate change ten years from now if electric cars made up a large share of new sales?
- Roughly what share of this fuel goes to ride-hailing trips, and how would you estimate it?
- Which input would you research first to tighten the estimate, and why?
- If the prompt were only to estimate the gasoline used in one 24-hour day, with no place and no type of vehicle named, how would you choose the scope (a city, a country or the whole world) and decide which fuel users to count?
Overview: A product manager estimation question asking for the total fuel burned by cars in the United States. It tests scoping which vehicles and fuels count, building an equation from fleet size, distance driven and fuel economy, converting units correctly, and sanity-checking the result against independent reference points.