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Product Management Root Cause Analysis Question: Investigating declining average transaction value for Yoco Link payments

Asked at Yoco

15 mins

Why has the average transaction value for Yoco Link payments decreased by 15% in the last quarter?

Data Analysis Problem-Solving Strategic Thinking Fintech E-commerce Small Business
Data Analysis Fintech Root Cause Analysis User Behavior Payment Processing

Introduction

The recent 15% decrease in average transaction value for Yoco Link payments is a concerning trend that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term and long-term implications for our product strategy.

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 the Yoco Link product or pricing structure. Have we implemented any updates or modifications to the payment flow in the last quarter?

Why it matters: Product changes can significantly impact user behavior and transaction values. Expected answer: Information about recent product updates or lack thereof. Impact on approach: If changes were made, we'd focus on their potential effects; if not, we'd look more closely at external factors or gradual shifts in user behavior.

  • Looking at the user base, I'm curious about any shifts in our customer demographics. Have we seen any changes in the types of businesses or industries using Yoco Link more frequently in the past quarter?

Why it matters: Different business types or industries might have varying average transaction values. Expected answer: Data on user demographics and any notable shifts. Impact on approach: If there's a shift, we'd investigate why certain user segments are becoming more prominent and how this affects overall transaction values.

  • Considering market dynamics, I'm wondering about any new competitors or alternative payment methods that have emerged recently. Has there been any significant change in the competitive landscape for digital payments in our target markets?

Why it matters: New competition or alternatives could be attracting higher-value transactions. Expected answer: Information on recent market changes or new entrants. Impact on approach: If there are new competitors, we'd analyze their offerings and how they might be impacting our transaction values.

  • Thinking about seasonal trends, I'm curious if this decrease aligns with any known cyclical patterns in our business or the broader economy. Do we typically see fluctuations in transaction values during this particular quarter?

Why it matters: Seasonal trends could explain temporary decreases that may correct themselves. Expected answer: Historical data on seasonal transaction value patterns. Impact on approach: If it's a known seasonal trend, we'd focus on whether the 15% decrease is within normal ranges or if it's more severe than usual.

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