Fermi estimate of total car parking capacity in San Francisco

Quick Overview

A product manager estimation exercise asking how many car parking spaces exist in San Francisco. It tests scoping what counts as a space, structuring the estimate into components with labeled assumptions, clean arithmetic, and sanity checks that turn a single guess into a defensible range.

Fermi estimate of total car parking capacity in San Francisco

Company: Google

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

Estimate how many places to park a car there are in San Francisco, and walk through the assumptions behind your number. ```hint Split by where cars sit Cars park at the curb, at home off the street, and in garages or lots at their destinations. Each kind grows with a different driver, so one formula for all of them hides most of the reasoning. ``` ### Clarifying Questions - Does the count cover only the city of San Francisco, or the wider Bay Area? - Should private spaces such as home garages, driveways and employee garages count, or only spaces open to the public? - Do unmarked stretches of curb where parking is legal count, or only marked and metered spaces? - Cars only, or motorcycle spaces as well? ### What a Strong Answer Covers - A defined scope (city limits, public versus private, marked versus informal curb) settled before any numbers - A breakdown of the total into components, each tied to its own driver - Round, labeled assumptions and arithmetic that can be followed step by step - At least one sanity check against an independent anchor - Which assumptions move the total most, and a plausible range rather than one precise number ### Follow-up Questions - Which single assumption swings your total the most, and how could you pin it down cheaply? - How would your approach change if the question were how many spaces sit empty at 6 pm on a weekday? - If a maps product needed curb-space counts block by block for a parking-availability feature, how would you estimate them?

Overview: A product manager estimation exercise asking how many car parking spaces exist in San Francisco. It tests scoping what counts as a space, structuring the estimate into components with labeled assumptions, clean arithmetic, and sanity checks that turn a single guess into a defensible range.

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Google
Sep 21, 2025
mediumProduct ManagerOtherProduct / Decision Making
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Estimate how many places to park a car there are in San Francisco, and walk through the assumptions behind your number.

Clarifying Questions Guidance

  • Does the count cover only the city of San Francisco, or the wider Bay Area?
  • Should private spaces such as home garages, driveways and employee garages count, or only spaces open to the public?
  • Do unmarked stretches of curb where parking is legal count, or only marked and metered spaces?
  • Cars only, or motorcycle spaces as well?

What a Strong Answer Covers Guidance

  • A defined scope (city limits, public versus private, marked versus informal curb) settled before any numbers
  • A breakdown of the total into components, each tied to its own driver
  • Round, labeled assumptions and arithmetic that can be followed step by step
  • At least one sanity check against an independent anchor
  • Which assumptions move the total most, and a plausible range rather than one precise number

Follow-up Questions Guidance

  • Which single assumption swings your total the most, and how could you pin it down cheaply?
  • How would your approach change if the question were how many spaces sit empty at 6 pm on a weekday?
  • If a maps product needed curb-space counts block by block for a parking-availability feature, how would you estimate them?