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Product Management Root Cause Analysis Question: Investigating Kuaishou's short video feed daily active user decline

Why has the daily active user count for Kuaishou's short video feed dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking Social Media Entertainment Mobile Apps
Product Strategy User Engagement Data Analysis Root Cause Analysis Short-Form Video

Introduction

The sudden 15% drop in Kuaishou's short video feed daily active users over the past week 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 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 product change. Has there been any significant update to the short video feed algorithm or UI in the past two weeks?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was an algorithm update. Impact on approach: If confirmed, we'd focus on analyzing the algorithm change's effects.

  • Considering user segments, I'm curious about the distribution of the decline. Is the 15% drop uniform across all user demographics, or are certain groups more affected?

Why it matters: Helps identify if the issue is global or specific to certain user segments. Expected answer: The decline is more pronounced among younger users. Impact on approach: We'd investigate factors specifically affecting younger demographics.

  • Given the short timeframe, I'm wondering about any external events. Have there been any major competitor launches or promotions in the past week?

Why it matters: External factors could be drawing users away from Kuaishou. Expected answer: A competitor launched a new feature last week. Impact on approach: We'd analyze the competitor's offering and its potential impact on our users.

  • Thinking about technical issues, I'm concerned about potential infrastructure problems. Have there been any reported server outages or performance issues in the past week?

Why it matters: Technical problems could directly cause a drop in active users. Expected answer: No significant technical issues reported. Impact on approach: We'd shift focus to non-technical factors if confirmed.

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