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Product Management Root Cause Analysis Question: Investigating sudden drop in Snapchat's Snap Maps daily active users
Image of author vinay

Vinay

Updated Nov 27, 2024

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Asked at Snap

15 mins

Why has the daily active user count for Snap Maps dropped 15% over the past week?

Data Analysis Problem Solving Strategic Thinking Social Media Mobile Apps Location-based Services
Social Media User Engagement Data Analysis Root Cause Analysis Location Services

Introduction

The sudden 15% drop in daily active users for Snap Maps 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 a strategic plan to address the problem. We'll examine both internal and external factors, considering technical, user behavior, and product-related aspects to uncover the underlying reasons for this significant 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 update. Has there been any significant change to Snap Maps in the last two weeks?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, a new feature was rolled out. Impact on approach: If yes, we'd focus on the new feature's impact; if no, we'd look at other factors.

  • Considering user segments, I'm curious about the distribution of the decline. Is the 15% drop uniform across all user demographics and regions?

Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The decline is more pronounced in certain age groups or regions. Impact on approach: Targeted analysis on affected segments if non-uniform; broader investigation if uniform.

  • Given the nature of Snap Maps, I'm wondering about any recent privacy concerns. Have there been any publicized privacy issues or changes in data policies recently?

Why it matters: Privacy concerns can significantly impact location-based feature usage. Expected answer: No major privacy issues reported. Impact on approach: If yes, focus on user trust and privacy; if no, explore other potential causes.

  • Thinking about external factors, has there been any significant change in competitor offerings or marketing campaigns in the past week?

Why it matters: Competitive pressure could explain user migration. Expected answer: No major competitor actions noted. Impact on approach: If yes, analyze competitive landscape; if no, focus more on internal factors.

  • Considering technical aspects, have there been any reported issues with the app's performance or server uptime in the last week?

Why it matters: Technical problems could directly cause usage drops. Expected answer: Some isolated reports of app crashes. Impact on approach: If yes, prioritize technical investigation; if no, explore user experience and feature adoption angles.

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