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Product Management Root Cause Analysis Question: Investigating Plaid Link's decrease in new user sign-ups
Image of author vinay

Vinay

Updated Nov 19, 2024

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Asked at Plaid

15 mins

What factors contributed to the 15% decrease in new user sign-ups for Plaid Link this month compared to last?

Data Analysis Problem Solving Strategic Thinking FinTech Banking SaaS
Data Analysis Product Metrics User Acquisition Root Cause Analysis FinTech

Introduction

The 15% decrease in new user sign-ups for Plaid Link this month is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our approach will involve a thorough examination of internal and external factors, data analysis, and hypothesis generation. We'll prioritize efficiency in our investigation while ensuring we cover all potential angles. Let's begin by clarifying the situation and ruling out basic external factors before diving deeper into the product ecosystem and user journey.

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 seasonality at play. Has this decrease been observed in previous years during the same month?

Why it matters: Seasonal patterns could explain the drop and influence our approach. Expected answer: No, this decrease is unusual for this time of year. Impact on approach: If seasonal, we'd focus on year-over-year comparisons; if not, we'd investigate recent changes.

  • Considering user segments, I'm curious about the distribution of the decrease. Is the 15% drop uniform across all user types, or is it more pronounced in specific segments?

Why it matters: Identifying affected segments could point to targeted issues or changes. Expected answer: The decrease is more significant among small business users. Impact on approach: We'd focus on investigating factors specific to the small business segment.

  • Thinking about recent changes, have there been any updates to the Plaid Link integration process or UI in the past month?

Why it matters: Recent changes could directly impact user sign-ups. Expected answer: A minor UI update was rolled out two weeks ago. Impact on approach: We'd examine the impact of this update on the user journey.

  • Regarding competitive landscape, have there been any significant moves from competitors or changes in the financial API market recently?

Why it matters: External market forces could be influencing user behavior. Expected answer: A competitor launched a new product with aggressive pricing last month. Impact on approach: We'd analyze our value proposition and market positioning.

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