Introduction
Country Delight's fresh milk delivery service has experienced a 15% drop in daily orders over the past month, signaling a significant challenge for the product team. To address this issue, we'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.
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: Price changes often directly impact order volume. Expected answer: No recent changes in pricing or product offering. Impact on approach: If no changes, we'll focus on other factors affecting customer behavior.
Why it matters: Milk consumption can vary with seasons, affecting order frequency. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If not seasonal, we'll investigate other external or internal factors.
Why it matters: Identifying affected segments can pinpoint specific issues. Expected answer: The drop is more pronounced in certain customer segments. Impact on approach: We'll focus on understanding why these segments are more affected.
Why it matters: Supply chain disruptions can directly impact order fulfillment and customer satisfaction. Expected answer: No major supply chain issues reported. Impact on approach: If supply is stable, we'll look into demand-side factors or product quality issues.
Why it matters: Technical glitches can significantly impact order placement and user experience. Expected answer: No major technical changes or reported issues. Impact on approach: If no technical issues, we'll focus on user behavior and external factors.
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