Introduction
Flipkart's decline in cart additions is a critical issue that demands immediate attention. This metric directly impacts conversion rates and revenue, making it a key indicator of our e-commerce platform's health. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies to reverse the trend.
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 patterns could explain temporary fluctuations and inform our solution approach. Expected answer: No significant seasonal correlation observed. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and seasonal strategies.
Why it matters: Identifying specific affected groups could point to targeted issues or changes in user behavior. Expected answer: The decline is more pronounced among new users. Impact on approach: We'd investigate onboarding processes and first-time user experience.
Why it matters: Recent changes could directly impact user behavior and cart additions. Expected answer: A minor UI update was implemented last month. Impact on approach: We'd closely examine the impact of this update on user interaction with the cart.
Why it matters: Technical problems could be deterring users from adding items to their carts. Expected answer: No significant increase in error rates reported. Impact on approach: If technical issues are present, we'd prioritize fixing these before exploring other factors.
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