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Product Management Root Cause Analysis Question: Investigating subscription decline for wealth management app
Image of author vinay

Vinay

Updated Dec 31, 2024

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How can we explain the 40% decline in premium subscription renewals for Indmoney's wealth management service compared to last quarter?

Data Analysis Problem Solving Strategic Thinking Fintech Wealth Management SaaS
User Engagement Product Metrics Fintech Root Cause Analysis Subscription Retention

Introduction

The 40% decline in premium subscription renewals for Indmoney's wealth management 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.

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 wondering if there have been any recent changes to the product or pricing structure. Have there been any significant updates to the premium subscription offering in the last quarter?

Why it matters: Recent changes could directly impact user perception and renewal decisions. Expected answer: Information about recent product updates or pricing changes. Impact on approach: If changes occurred, we'd focus on their impact; if not, we'd look at other factors.

  • Considering user segments, I'm curious about the renewal patterns across different user groups. Can you provide a breakdown of the renewal rates by user segments (e.g., age, investment amount, usage frequency)?

Why it matters: This helps identify if the issue is widespread or concentrated in specific user groups. Expected answer: Detailed renewal rate data across various user segments. Impact on approach: Segment-specific issues would lead to targeted solutions, while widespread problems require broader strategies.

  • Thinking about external factors, has there been any significant change in the competitive landscape or market conditions that might influence our users' decisions?

Why it matters: External factors could be driving the decline independently of our product. Expected answer: Information on market trends, new competitors, or economic shifts. Impact on approach: Strong external influences would require market-responsive strategies.

  • Regarding user feedback, have we seen any changes in user satisfaction scores or an increase in specific types of complaints related to the premium service?

Why it matters: Direct user feedback can provide invaluable insights into the root cause. Expected answer: Recent user satisfaction data and common complaint themes. Impact on approach: Clear feedback trends would guide our focus areas for improvement.

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