Estimation question
Estimate the number of passwords hacked around the world annually.
- 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 under high uncertainty: structuring a global cybersecurity number from account counts and breach rates.
How to approach it
- Clarify what counts as hacked, for example credentials exposed in breaches versus accounts actively taken over.
- Estimate the number of online accounts worldwide, roughly 5 to 6 billion internet users with multiple accounts each.
- Apply an average breach exposure rate per account per year, based on the frequency of major reported breaches.
- Estimate total credentials exposed annually, then apply a smaller conversion rate for accounts actually compromised or misused.
- State the final range and note the wide uncertainty given how many breaches go undisclosed.
What a strong answer includes
- Separates credentials exposed in breaches, likely billions, from accounts actually hacked or misused, a much smaller subset.
- Anchors the estimate loosely to known large scale breach patterns without claiming specific real statistics.
- Presents a range, for example hundreds of millions to a few billion, rather than a single false precise number.
Common mistakes
- Citing a specific real world statistic as fact instead of building the estimate from assumptions.
- Conflating exposed credentials with accounts genuinely compromised, which overstates harm.
Likely follow-up questions
- How would you estimate the cost of these breaches to users?
- What product would you build to reduce this number?
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