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Product Management Root Cause Analysis Question: Investigating Wealthfront's conversion rate decline for new account sign-ups
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Vinay

Updated Nov 19, 2024

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Why has the conversion rate for new account sign-ups on Wealthfront dropped 15% in the past week?

Data Analysis Problem Solving Strategic Thinking Fintech Wealth Management Robo-Advisory
Conversion Optimization Data Analysis User Acquisition Fintech Root Cause Analysis

Introduction

The recent 15% drop in Wealthfront's new account sign-up conversion rate is a critical issue that demands immediate attention. As we analyze this conversion rate problem, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications for our product strategy.

I'll approach this issue by first clarifying the context, then ruling out external factors before diving deep into our product ecosystem, user journey, and metrics. We'll generate data-driven hypotheses, conduct root cause analysis, and develop a comprehensive plan for validation and resolution.

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 change in our onboarding flow. Have we implemented any updates to the sign-up process in the last two weeks?

Why it matters: Recent changes could directly impact conversion rates. Expected answer: Yes, we updated the KYC process. Impact on approach: If confirmed, we'd focus on the new KYC flow as a primary area of investigation.

  • Considering user segments, I'm wondering if this drop is uniform across all user types. Are we seeing any differences in conversion rates between, say, mobile and desktop users?

Why it matters: Helps identify if the issue is platform-specific or global. Expected answer: Mobile conversions have dropped more significantly. Impact on approach: We'd prioritize mobile experience in our analysis if this is the case.

  • Given the financial nature of our product, I'm curious about any recent market volatility. Have there been any significant market events or economic news in the past week that might affect user confidence?

Why it matters: External factors could influence user behavior and willingness to invest. Expected answer: No major market events, relatively stable conditions. Impact on approach: If confirmed, we'd focus more on internal factors rather than external market influences.

  • Thinking about our marketing efforts, I'm wondering if there have been any changes in our acquisition channels. Have we shifted our marketing spend or strategy recently?

Why it matters: Changes in user acquisition could affect the quality of leads and, consequently, conversion rates. Expected answer: No significant changes in marketing strategy. Impact on approach: If confirmed, we'd focus more on the product experience rather than lead quality.

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