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Product Management Root Cause Analysis Question: Investigating sudden drop in Flipp's digital flyer engagement rate
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Nextsprints

Updated Jan 22, 2025

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Asked at Flipp

12 mins

Why has Flipp's digital flyer engagement rate dropped by 15% over the past month?

Data Analysis Problem-Solving User Behavior Understanding Retail E-commerce Digital Marketing
User Engagement E-Commerce Data Analysis Root Cause Analysis Digital Flyers

Introduction

Flipp's digital flyer engagement rate dropping by 15% over the past month is a significant issue that requires immediate attention. This decline could impact user retention, revenue, and overall product success. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

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 seasonal component. Has this 15% drop been compared to the same period last year?

Why it matters: Seasonal trends could explain the fluctuation and inform our solution approach. Expected answer: Yes, it's been compared and is still significant. Impact on approach: If seasonal, we'd focus on optimizing for this period; if not, we'd look deeper into recent changes.

  • Considering user segments, I'm curious if this drop is uniform across all user groups. Have we seen any particular demographic or user type more affected?

Why it matters: Identifying specific affected groups could point to targeted issues or changes. Expected answer: The drop is more pronounced in younger users aged 18-34. Impact on approach: We'd focus on understanding recent changes that might have disproportionately affected this age group.

  • Thinking about recent updates, have there been any significant changes to the app or flyer content in the last 1-2 months?

Why it matters: Recent changes could directly correlate with the engagement drop. Expected answer: A new UI was rolled out for the flyer view three weeks ago. Impact on approach: We'd prioritize analyzing the impact of this UI change on user behavior.

  • Considering external factors, has there been any notable shift in retailer participation or flyer quality recently?

Why it matters: Changes in content quality or availability could significantly impact engagement. Expected answer: No major changes in retailer participation, but there's been a 10% decrease in exclusive deals. Impact on approach: We'd investigate the correlation between exclusive deals and engagement rates.

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