Introduction
The recent 15% decrease in average order value (AOV) for Rebel Foods' Faasos wraps over the past month 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 the business.
Our analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by an examination of external factors, product understanding, metric breakdown, data gathering, hypothesis formation, root cause analysis, and finally, validation and next steps.
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 changes can greatly impact food preferences and ordering habits. Expected answer: No significant seasonal changes noted. Impact on approach: If confirmed, we'll focus more on internal factors.
Why it matters: Different user segments may have varying price sensitivities or preferences. Expected answer: No major demographic shifts observed. Impact on approach: If true, we'll investigate other factors affecting existing customer behavior.
Why it matters: Direct product changes could significantly impact AOV. Expected answer: Some minor menu adjustments were made. Impact on approach: This could be a key area to investigate further.
Why it matters: Ensures we're working with accurate and consistent data. Expected answer: No changes to AOV calculation methods. Impact on approach: If confirmed, we can rule out data integrity issues.
Why it matters: Competitive pressures can influence customer behavior and pricing strategies. Expected answer: Some increased promotional activity from competitors. Impact on approach: We'll need to factor in competitive landscape in our analysis.
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