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Product Management Root Cause Analysis Question: Investigating sudden increase in BYJU'S coding platform support tickets

Why has customer support ticket volume for BYJU'S coding platform increased by 40% this week?

Problem Solving Data Analysis Customer Experience EdTech Online Learning Software Development
User Experience Data Analysis Root Cause Analysis EdTech Customer Support

Introduction

The sudden 40% increase in customer support ticket volume for BYJU'S coding platform this week is a critical issue that demands immediate attention. This surge could indicate underlying problems affecting user experience, potentially impacting customer satisfaction and retention. I'll approach this analysis systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term 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 there might be a recent product update. Has there been any significant feature release or platform change in the past week?

Why it matters: Recent changes often correlate with support ticket spikes. Expected answer: Yes, a new coding exercise module was launched. Impact on approach: If confirmed, I'd focus on the new module's user experience and potential bugs.

  • Considering user segments, I'm curious about the distribution of these tickets. Are we seeing an increase across all user types, or is it concentrated in a specific group?

Why it matters: Helps narrow down if the issue is universal or segment-specific. Expected answer: The increase is primarily from beginner-level users. Impact on approach: I'd investigate the onboarding process and beginner-friendly features.

  • Regarding the nature of support tickets, I'm wondering about the content. Has there been a shift in the types of issues reported compared to the usual pattern?

Why it matters: Changes in ticket content can point to specific problem areas. Expected answer: There's an increase in questions about code compilation errors. Impact on approach: I'd focus on the code execution environment and error messaging.

  • Thinking about external factors, I'm considering if there's been any change in user acquisition channels. Have we recently launched any marketing campaigns or partnerships?

Why it matters: New user influx can sometimes lead to increased support needs. Expected answer: A partnership with an online learning platform started last week. Impact on approach: I'd examine the onboarding process for users from this new channel.

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