Introduction
The recent 15% decrease in average order value (AOV) for GrabFood 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 Grab's food delivery service.
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: Seasonal trends can significantly impact consumer behavior. Expected answer: No specific seasonal event correlates with the decrease. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'd investigate other factors.
Why it matters: Different segments may require targeted solutions. Expected answer: The decrease is more pronounced among occasional users. Impact on approach: We'd focus on retention strategies for occasional users if this is the case.
Why it matters: Product changes can directly impact user behavior. Expected answer: A new UI was implemented three weeks ago. Impact on approach: We'd investigate the UI change's impact on user experience and ordering patterns.
Why it matters: Competitive pressures can influence user behavior and pricing. Expected answer: A new competitor entered the market with aggressive discounting. Impact on approach: We'd analyze our pricing and value proposition relative to competitors.
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