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Company focus

Preqin

Why has Preqin's Insights platform seen a 20% drop in daily active users over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Financial Services Data Analytics SaaS User Engagement Product Analytics Root Cause Analysis B2B SaaS Financial Data
Product Management Root Cause Analysis Question: Investigating sudden drop in daily active users for financial data platform

Introduction

The sudden 20% drop in daily active users for Preqin's Insights platform over the past month is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the decline in user engagement.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Timing: Has there been any recent product update or change in the platform's functionality?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A major update was released 6 weeks ago. Impact on approach: If confirmed, we'd focus on post-update user experience and potential bugs.

  • User segments: Are we seeing a uniform drop across all user types, or is it concentrated in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more pronounced among institutional investors. Impact on approach: We'd investigate factors specifically affecting this user group.

  • Competitive landscape: Have any major competitors launched new features or pricing models recently?

Why it matters: External factors could be drawing users away. Expected answer: A competitor introduced a new AI-powered analytics tool last month. Impact on approach: We'd assess our competitive positioning and unique value proposition.

  • Data integrity: Can we confirm that the measurement methodology for daily active users hasn't changed?

Why it matters: Ensures we're dealing with a real issue, not a measurement anomaly. Expected answer: The measurement methodology has remained consistent. Impact on approach: We'd focus on actual user behavior changes rather than data collection issues.

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Updated Jan 22, 2025