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Product Management Root Cause Analysis Question: Investigating digital lending customer acquisition decline

Why has customer acquisition for Cellulant's digital lending product slowed down significantly this quarter?

Data Analysis Problem-Solving Strategic Thinking Fintech Digital Banking Mobile Lending
Product Strategy Fintech Root Cause Analysis Customer Acquisition Digital Lending

Introduction

The slowdown in customer acquisition for Cellulant's digital lending product this quarter is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential root causes, validate hypotheses, and develop a comprehensive plan to address the problem. Our goal is not only to identify why customer acquisition has slowed but also to implement solutions that will reignite growth and strengthen the product's position in the market.

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 seasonal component. Has this slowdown coincided with any particular time of year or event?

Why it matters: Seasonal trends can significantly impact financial product adoption. Expected answer: No clear seasonal pattern identified. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'll explore other factors.

  • Considering user segments, I'm curious about the acquisition funnel. Have we seen changes in specific stages of the customer journey?

Why it matters: Pinpointing where in the funnel we're losing potential customers is crucial for targeted solutions. Expected answer: Drop-off increase at the application stage. Impact on approach: We'd focus on streamlining the application process and improving user experience.

  • Thinking about recent changes, have there been any updates to the product, marketing strategies, or lending criteria in the past quarter?

Why it matters: Recent changes could directly impact customer acquisition rates. Expected answer: Minor UI updates and slight tightening of lending criteria. Impact on approach: We'd examine the impact of these changes on user behavior and conversion rates.

  • Regarding market conditions, has there been any significant shift in the competitive landscape or regulatory environment?

Why it matters: External factors can dramatically affect customer acquisition in the fintech space. Expected answer: New competitor entered the market with aggressive pricing. Impact on approach: We'd need to reassess our value proposition and potentially adjust our pricing strategy.

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