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Product Management Root Cause Analysis Question: Investigating sudden decrease in Glovo Prime subscription signups

Asked at Glovo

15 mins

What caused the sudden 30% decrease in new user signups for the Glovo Prime subscription service?

Data Analysis Problem Solving Hypothesis Testing Food Delivery On-Demand Services Subscription Economy
Data Analysis Product Metrics User Acquisition Root Cause Analysis Subscription Services

Introduction

The sudden 30% decrease in new user signups for the Glovo Prime subscription service is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

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 this could be a recent change. When exactly did you first notice this 30% decrease?

Why it matters: Pinpointing the timeframe helps narrow down potential causes. Expected answer: Within the last week or month. Impact on approach: A sudden drop suggests an acute issue, while a gradual decline might indicate a broader trend.

  • Considering user segments, I'm wondering if this affects all user types equally. Have you noticed any differences in signup rates across user demographics or acquisition channels?

Why it matters: Identifying affected segments can reveal targeted issues. Expected answer: The decrease is more pronounced in younger users or those coming from social media. Impact on approach: If specific segments are affected, we'd focus on those user journeys and acquisition strategies.

  • Given the subscription nature of the service, I'm curious about retention. Has there been any change in churn rate for existing Glovo Prime subscribers?

Why it matters: This helps distinguish between acquisition and retention issues. Expected answer: Churn rate has remained stable. Impact on approach: If churn is stable, we'd focus more on the new user funnel rather than overall product satisfaction.

  • Thinking about recent changes, have there been any updates to the signup process, pricing, or marketing campaigns for Glovo Prime?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: A new onboarding flow was implemented two weeks ago. Impact on approach: This would lead us to scrutinize the new onboarding process and its impact on conversions.

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