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Product Management Root Cause Analysis Question: Investigating sudden drop in Skillshare mobile app user signups
Image of author vinay

Vinay

Updated Nov 29, 2024

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What's causing the sudden 30% drop in new user signups for Skillshare's mobile app?

Data Analysis Problem Solving Strategic Thinking EdTech Online Learning Mobile Apps
Metrics User Acquisition Root Cause Analysis EdTech Mobile Apps

Introduction

A sudden 30% drop in new user signups for Skillshare's mobile app is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, user journey, and metric breakdown. 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 suddenness of the drop, I'm thinking there might have been a recent change. Has there been any significant update to the app or marketing strategy in the last 30 days?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a major app update was released two weeks ago. Impact on approach: If true, I'd focus on changes introduced in the update.

  • Considering user segments, I'm wondering if this affects all user types equally. Are we seeing the 30% drop across all demographics and regions, or is it concentrated in specific segments?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The drop is more pronounced in the 18-24 age group and in certain geographic regions. Impact on approach: I'd investigate factors specific to the most affected segments.

  • Thinking about the competitive landscape, has there been any major move by competitors recently, such as a new feature launch or aggressive marketing campaign?

Why it matters: External competitive factors can significantly impact user acquisition. Expected answer: A major competitor launched a similar service at a lower price point last month. Impact on approach: I'd analyze our value proposition and pricing strategy.

  • Considering the possibility of technical issues, have there been any reported problems with app stability, loading times, or the signup process itself?

Why it matters: Technical issues can directly impact user signups. Expected answer: There have been some reports of increased app crashes on certain devices. Impact on approach: I'd prioritize investigating and resolving these technical issues.

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