Introduction
The recent drop in items added to carts on Flipkart presents a critical challenge that requires immediate attention and a systematic approach to resolution. As we delve into this issue, we'll employ a structured framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
Our analysis will follow a comprehensive approach, starting with clarifying questions to establish context, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods 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: Helps pinpoint potential triggers and narrows the investigation timeframe. Expected answer: Within the last week or month. Impact on approach: Recent changes would be prioritized in our investigation.
Why it matters: Identifies whether the issue is systemic or isolated to particular user groups. Expected answer: More pronounced in mobile users or new customers. Impact on approach: Would focus our analysis on the most affected segments.
Why it matters: Rules out normal seasonal fluctuations. Expected answer: Significantly lower than last year's numbers. Impact on approach: If seasonal, we'd look at external factors; if not, we'd focus more on internal changes.
Why it matters: Identifies potential internal triggers for the decline. Expected answer: A recent update to the "Add to Cart" button placement. Impact on approach: Would prioritize investigating the impact of recent changes.
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