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)
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.
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.
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.
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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