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Product Management Root Cause Analysis Question: Investigating sudden drop in contract management tool engagement
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Nextsprints

Updated Jan 22, 2025

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Why has Buyers Edge Platform's contract management tool seen a 30% drop in user engagement over the past month?

Data Analysis Problem Solving Strategic Thinking SaaS Legal Tech B2B Software
User Engagement Data Analysis Root Cause Analysis SaaS Contract Management

Introduction

The recent 30% drop in user engagement for Buyers Edge Platform's contract management tool is a critical issue that demands immediate attention and a thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify the root cause, validate our hypotheses, and develop both short-term and long-term solutions. Our goal is to not only address the current engagement decline but also to strengthen the product's overall performance and user satisfaction.

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 have been a recent product update. Has there been any significant change to the contract management tool in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI overhaul. Impact on approach: If true, we'd focus on usability and feature discoverability.

  • Considering user segments, I'm curious about the engagement drop distribution. Is the 30% drop uniform across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Enterprise users are more affected than SMB users. Impact on approach: We'd prioritize investigating enterprise-specific features or use cases.

  • Thinking about external factors, have there been any significant changes in the industry or competitor landscape recently?

Why it matters: External factors could be driving users away from the platform. Expected answer: No major industry shifts, but a competitor launched a new feature. Impact on approach: We'd analyze our competitive positioning and feature set.

  • Regarding the engagement metric itself, can you confirm if there have been any changes to how we measure or define user engagement in the past month?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes to the engagement metric definition. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new definition.

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