Estimation question
Google Streetview data for San Francisco is lost. What's the cost to replace it?
- Estimation
- Medium
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
Start a mock interview on this question · Mock interview from a job description
What this question tests
Estimation skill through operational cost decomposition, not the exact dollar figure.
How to approach it
- Restate the question: cost to re-capture Street View imagery for San Francisco specifically, covering all mapped streets.
- Estimate the total road mileage in San Francisco, stating a rough assumption based on the city's size and street density.
- Estimate the operational cost per mile of driving and capturing imagery, including vehicle operation, camera equipment amortization, and data processing.
- Multiply road mileage by cost per mile to reach a total capture cost, showing the arithmetic clearly.
- Add a data processing and storage cost estimate, since raw imagery needs stitching, quality checks, and hosting.
- State a final illustrative range and flag that operational cost per mile is the biggest source of uncertainty in the estimate.
What a strong answer includes
- Breaks the estimate into road mileage and cost per mile explicitly, rather than guessing a single lump cost figure.
- States a clear per-mile cost assumption covering vehicle, equipment, and labor, acknowledging it as illustrative.
- Adds a separate line for data processing and storage cost, recognizing capture is not the only cost involved.
- Shows the full arithmetic chain so the reasoning can be checked step by step.
Common mistakes
- Guessing a single total cost with no mileage or per-mile cost decomposition.
- Ignoring data processing and storage costs, focusing only on the physical driving and capture.
- Not showing the arithmetic connecting assumptions to the final number.
Likely follow-up questions
- How would this cost change if the outage also required updating indoor Street View imagery?
- What's the biggest lever that could change this estimate significantly?
More estimation questions
- YouTube Red is a premium service without ads. Assume that 1.5% of initial YouTube user base signs up for the service. What is the lifetime revenue Google generates from those users?Google · Estimation · Hard
- How much would it cost to set up WiFi in New York?Google · Estimation · Medium
- How many dentists are there in New York?Google · Estimation · Easy
- How many Pianists are there in New York city?Google · Estimation · Easy
- Estimate the total number of videos on YouTube.Google · Estimation · Easy
- How many airports are in the US and in the World?Google · Estimation · Easy
More questions from Google
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop