Introduction
Openpay's Plan It installment option is experiencing a concerning 15% quarter-over-quarter decline in average order value. This trend could significantly impact revenue and customer satisfaction. I'll systematically analyze potential root causes, develop data-driven hypotheses, and propose a strategic plan to address this issue.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact user behavior and order values. Expected answer: Yes, we adjusted the minimum purchase amount for Plan It eligibility. Impact on approach: If confirmed, we'd focus on analyzing the impact of this specific change.
Why it matters: Identifying specific affected segments could pinpoint underlying causes. Expected answer: The decline is more pronounced among new customers. Impact on approach: We'd investigate factors influencing new customer behavior and onboarding processes.
Why it matters: External competitive pressures could be influencing customer choices. Expected answer: A major competitor launched a zero-interest installment plan last month. Impact on approach: We'd analyze our value proposition compared to new competitive offerings.
Why it matters: Technical problems could deter users from completing higher-value purchases. Expected answer: No major issues reported, but there were minor UI glitches on mobile. Impact on approach: We'd investigate the impact of these glitches on mobile conversion rates.
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