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Product Management RCA Question: Investigating Gojek GoSend's user retention decline from 60% to 45%

Asked at Gojek

15 mins

Why has user retention for Gojek's GoSend feature declined from 60% to 45% over the last quarter?

Data Analysis Problem-Solving Strategic Thinking Ride-Hailing Logistics On-Demand Services
User Retention Product Metrics Root Cause Analysis UI/UX Ride-Hailing

Introduction

The decline in user retention for Gojek's GoSend feature from 60% to 45% over the last quarter is a critical issue that demands immediate attention. This significant drop in retention could have far-reaching implications for the product's success and overall user satisfaction. 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 seasonal factors at play. Has GoSend historically experienced fluctuations in retention during this particular quarter?

Why it matters: Seasonal patterns could explain the drop and inform our solution approach. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on strategies to mitigate cyclical downturns.

  • Considering user segments, I'm curious about the retention rates across different user types. Have we seen a uniform decline across all user segments, or is it more pronounced in specific groups?

Why it matters: Identifying affected segments helps pinpoint targeted solutions. Expected answer: The decline is more significant among occasional users. Impact on approach: We'd prioritize initiatives to re-engage occasional users.

  • Thinking about recent changes, have there been any significant updates to the GoSend feature or related services in the past quarter?

Why it matters: Recent changes could directly impact user behavior and retention. Expected answer: A new UI was implemented for the GoSend booking process. Impact on approach: We'd investigate the UI change's impact on user experience and conversion.

  • Regarding competitive landscape, has there been any notable shift in competitor offerings or marketing strategies during this period?

Why it matters: External competitive factors could influence user retention. Expected answer: A new competitor launched with aggressive pricing. Impact on approach: We'd analyze our value proposition and pricing strategy.

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