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Company focus

BharatPe

Why has BharatPe's QR code payment acceptance seen a 15% drop in daily active merchants over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Fintech Digital Payments E-commerce Data Analysis User Retention Fintech Root Cause Analysis QR Payments
Product Management Root Cause Analysis Question: Investigating BharatPe's QR code payment merchant decline

Introduction

BharatPe's 15% drop in daily active merchants using QR code payment acceptance over the past month is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

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 seasonal factors at play. Has there been any significant change in overall transaction volume or value during this period?

Why it matters: Seasonal trends could explain the drop and influence our solution approach. Expected answer: No significant change in overall transaction volume or value. Impact on approach: If true, we'd focus more on BharatPe-specific issues rather than market-wide trends.

  • Considering potential system changes, have there been any recent updates to the QR code generation or scanning process?

Why it matters: Technical issues could be causing merchant frustration and abandonment. Expected answer: A minor update was pushed to the QR code scanning algorithm two weeks ago. Impact on approach: If confirmed, we'd prioritize technical investigation and potentially consider a rollback.

  • Thinking about competitive pressures, has there been any significant move from competitors in the past month?

Why it matters: Competitor actions could be drawing merchants away from BharatPe. Expected answer: No major competitor announcements or promotions in the past month. Impact on approach: If true, we'd focus more on internal factors rather than market dynamics.

  • Considering user segments, is the 15% drop uniform across all merchant types, or is it more pronounced in certain categories?

Why it matters: Identifying affected segments could point to specific issues or needs. Expected answer: The drop is more significant among small retail merchants. Impact on approach: This would guide our investigation towards the needs and pain points of small retailers.

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Updated Jan 22, 2025