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Product Management Root Cause Analysis Question: Investigating sudden decrease in property listings on a rental platform
Image of author vinay

Vinay

Updated Dec 24, 2024

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What caused the sudden 30% decrease in new property listings on Nestaway's platform over the past month?

Data Analysis Problem-Solving Strategic Thinking Real Estate Property Technology Online Marketplaces
Data Analysis Root Cause Analysis User Behavior Platform Growth Property Tech

Introduction

The sudden 30% decrease in new property listings on Nestaway's platform over the past month is a critical issue that demands immediate attention. This significant drop could have far-reaching implications for the platform's growth, user satisfaction, and overall business performance. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a seasonal factor at play. Has this 30% decrease been compared to the same period last year?

Why it matters: Seasonal trends could explain the fluctuation and help us determine if this is a cyclical issue or a new problem. Expected answer: Yes, it has been compared, and this decrease is unusual for this time of year. Impact on approach: If seasonal, we'd focus on why this year is different; if not, we'd look more closely at recent changes or market shifts.

  • Considering the metric specificity, I'm curious about the definition of "new property listings." Has there been any recent change in how this metric is calculated or tracked?

Why it matters: Ensures we're comparing apples to apples and rules out data collection issues. Expected answer: No changes in the metric definition or tracking system. Impact on approach: If changed, we'd investigate the impact of the new calculation; if not, we'd focus on external factors affecting listing behavior.

  • Given the platform nature, I'm wondering about the geographic distribution of this decrease. Is the 30% drop uniform across all regions, or are some areas more affected than others?

Why it matters: Helps identify if this is a localized issue or a platform-wide problem. Expected answer: The decrease varies by region, with some areas more affected than others. Impact on approach: If localized, we'd investigate region-specific factors; if uniform, we'd look at platform-wide issues or market trends.

  • Considering user segments, has there been any notable change in the behavior of specific types of property owners or agents who typically list on the platform?

Why it matters: Identifies if the issue is affecting all users equally or if certain segments are driving the decrease. Expected answer: There's been a significant drop in listings from individual property owners, while agent listings have remained stable. Impact on approach: If segment-specific, we'd focus on understanding and addressing the needs of that particular user group; if uniform, we'd look at broader platform or market issues.

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