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Product Management Root Cause Analysis Question: Investigating sudden drop in mobile phone conversion rates on e-commerce platform

Why has the conversion rate for mobile phones on Flipkart dropped by 15% in the last week despite increased site traffic?

Data Analysis Problem-Solving Strategic Thinking E-commerce Mobile Retail Online Marketplaces
User Experience E-Commerce Conversion Optimization Data Analysis Root Cause Analysis

Introduction

The recent 15% drop in conversion rate for mobile phones on Flipkart, despite increased site traffic, is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the conversion rate decline.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent change in the mobile product listings. Has there been any significant update to the product catalog or pricing structure in the last week?

Why it matters: Recent changes could directly impact user behavior and conversion rates. Expected answer: Yes, there was a major update to the mobile phone listings. Impact on approach: If confirmed, we'd focus on analyzing the impact of these specific changes.

  • Considering the increased site traffic, I'm curious about its nature. Has there been a shift in the source of traffic or user demographics compared to previous weeks?

Why it matters: Changes in traffic sources or user segments could explain the conversion rate drop. Expected answer: There's been an increase in new users from social media campaigns. Impact on approach: We'd investigate if new users have different conversion patterns or expectations.

  • Given the specificity of the drop, I'm wondering about the consistency across different mobile phone categories. Is the 15% drop uniform across all price ranges and brands?

Why it matters: Identifying patterns within specific segments could pinpoint the issue more precisely. Expected answer: The drop is more pronounced in mid-range phones. Impact on approach: We'd focus our analysis on factors affecting mid-range phone conversions.

  • Considering potential technical issues, have there been any reported problems with the checkout process or payment gateway specifically for mobile phone purchases?

Why it matters: Technical glitches could directly impact conversion rates. Expected answer: No major technical issues have been reported. Impact on approach: We'd shift focus from technical problems to user experience and product-related factors.

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