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Product Management Root Cause Analysis Question: Investigating decrease in BlockFi's average crypto loan deposit amount
Image of author vinay

Vinay

Updated Dec 1, 2024

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Why did the average deposit amount for BlockFi Crypto Loans decrease by 25% this quarter?

Data Analysis Hypothesis Testing Strategic Thinking Cryptocurrency Financial Services Blockchain
Fintech Root Cause Analysis User Behavior Market Trends Crypto Lending

Introduction

The 25% decrease in average deposit amount for BlockFi Crypto Loans this quarter is a significant shift that warrants thorough investigation. I'll approach this analysis systematically, focusing on identifying potential root causes, 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)

  • Considering the timing, I'm wondering if there have been any recent changes to our loan terms or marketing strategies. Have we altered our minimum deposit requirements or promotional offers in the past quarter?

Why it matters: Changes in product offerings could directly impact deposit amounts. Expected answer: No significant changes to loan terms or marketing strategies. Impact on approach: If true, we'll need to look deeper into user behavior and market conditions.

  • Looking at user segments, I'm curious about the distribution of deposit amounts. Has there been a shift in the proportion of small vs. large depositors?

Why it matters: This could indicate changes in our user base or their behavior. Expected answer: There's been an increase in smaller deposits relative to larger ones. Impact on approach: We'd focus on understanding why smaller depositors are becoming more prevalent.

  • Considering market conditions, I'm thinking about the overall crypto market performance. How has the general crypto market trended during this period?

Why it matters: Crypto market performance can significantly influence user confidence and deposit behavior. Expected answer: The crypto market has been volatile or trending downward. Impact on approach: We'd need to consider how market conditions are affecting user sentiment and financial decisions.

  • Regarding competitive landscape, have there been any notable changes in competitor offerings or new entrants in the crypto loan space?

Why it matters: Competitive pressures could be drawing away larger depositors. Expected answer: A few new players have entered with aggressive terms for large deposits. Impact on approach: We'd need to evaluate our product positioning and potentially adjust our value proposition.

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