Introduction
Back Market's customer retention rate for first-time buyers of refurbished tablets has decreased from 40% to 32% in the last 6 months. This significant drop requires a thorough investigation to identify the root cause and develop effective solutions. I'll approach this issue systematically, examining both internal and external factors that could be contributing to the decline in retention.
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 directly impact user experience and retention. Expected answer: Yes, there was a major update to the product catalog. Impact on approach: If yes, we'd focus on analyzing the impact of these changes.
Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement methodology. Impact on approach: If there were changes, we'd need to reassess the validity of the comparison.
Why it matters: External market forces could be influencing our retention rates. Expected answer: The market has been relatively stable. Impact on approach: If there are market shifts, we'd need to factor these into our analysis.
Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The decline is more pronounced in younger age groups. Impact on approach: This would guide us to focus on specific user segments in our analysis.
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