Product design question
Help would you help first-time Airbnb hosts set their listing prices?
- Product design
- 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.
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What this question tests
Product design for reducing decision uncertainty for first time sellers, balancing guidance with host autonomy.
How to approach it
- Identify the core pain point: first time hosts lack data or experience to price competitively without underpricing or overpricing.
- Propose a pricing assistant showing comparable listings nearby with similar attributes, along with a suggested price range.
- Explain how the tool should preserve host control, offering a recommendation rather than forcing a fixed price.
- Address the data source, using anonymized nearby listing performance and occupancy rates to ground the suggestion.
- Define a success metric, such as booking rate for new hosts using the tool versus those who do not.
What a strong answer includes
- Balances guidance with autonomy, offering a suggested range rather than an auto set price that hosts might resent.
- Grounds the suggestion in real comparable data, like nearby occupancy and price performance, not a generic average.
- Names a specific outcome metric, like faster time to first booking for new hosts using the tool.
Common mistakes
- Designing a fully automated pricing tool that removes host control entirely.
- Ignoring how to source reliable comparable data for new or unique listings.
Likely follow-up questions
- How would you handle a unique listing with no good comparables nearby?
- How would you measure if the suggested price is actually accurate?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop