Describe a time you used data to change a product decision for Experiences

Problem Statement Description

Product context: Airbnb is a travel marketplace connecting guests and hosts; its products include stays, experiences, host tools, guest booking, trust and safety, payments, and reviews.

Airbnb Experiences depends on a healthy marketplace of hosts offering unique, trustworthy, and bookable activities for guests. In this interview, you are being asked to describe a real situation where data helped you challenge, redirect, or reverse a product decision related to an Experiences-like marketplace, especially one affecting host supply, guest demand, quality, trust, or booking conversion.

Your story should show how you moved beyond opinion or intuition to influence a product direction. The interviewer is looking for evidence that you could operate in an Airbnb-style environment where product decisions often involve balancing guest delight, host success, marketplace quality, safety, and long-term brand trust.

Choose an example where the original decision had meaningful consequences, such as launching a host tool, changing ranking or discovery, modifying onboarding, adjusting quality standards, reducing friction in booking, or prioritizing one user segment over another. The strongest stories will make clear what data you used, how you interpreted it, how you handled disagreement, and what changed because of your work.

The experience should consider:

- The product decision that was initially proposed or already underway, and why it mattered

- The users affected, especially hosts, guests, or both sides of a marketplace

- The specific data you analyzed, such as funnel metrics, cohort behavior, quality signals, host retention, booking conversion, cancellation rates, reviews, or support contacts

- How you validated that the data was trustworthy and not misleading

- The insight that changed your perspective or others’ perspectives

- How you influenced stakeholders who may have preferred the original direction

- The trade-offs involved, including marketplace growth, host health, guest trust, operational complexity, or revenue

- The measurable outcome, product impact, and what you learned from the experience

Your goal is to tell a structured, evidence-backed story that demonstrates product judgment, analytical rigor, ownership, and the ability to influence a high-stakes product decision in a marketplace environment like Airbnb Experiences.