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)
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.
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.
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.
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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