Introduction
The decline in average session duration for new users on Meesho's website by 20% this month is a critical issue that demands immediate attention. This metric is a key indicator of user engagement and can significantly impact conversion rates and overall platform success. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.
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: Recent changes often correlate with metric shifts. Expected answer: Yes, a new homepage layout was implemented. Impact on approach: If confirmed, I'd focus on analyzing the new layout's impact on user behavior.
Why it matters: Identifying specific affected segments can narrow down potential causes. Expected answer: The decline is more pronounced among mobile users aged 18-24. Impact on approach: I'd prioritize investigating mobile UX and content relevance for younger users.
Why it matters: Changes in user acquisition can affect the quality and intent of new users. Expected answer: A new social media campaign was launched targeting a broader audience. Impact on approach: I'd examine if the new campaign is attracting users with different expectations or browsing habits.
Why it matters: Ensures we're dealing with a real issue, not a measurement anomaly. Expected answer: No changes in measurement, but there was a brief server outage last week. Impact on approach: I'd investigate if the outage caused lingering performance issues affecting user experience.
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