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Product Management Root Cause Analysis Question: Investigating increased failure rate of WhatsApp Web QR code scanning
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why did WhatsApp Web QR code scanning fail rate increase to 45%?

Data Analysis Problem Solving Technical Understanding Social Media Messaging Technology
User Experience Root Cause Analysis Mobile Apps Cross-Platform QR Code Technology

Introduction

The sudden increase in WhatsApp Web QR code scanning failure rate to 45% is a critical issue that demands immediate attention. This analysis will systematically investigate the root cause, considering technical, user behavior, and external factors. We'll follow a structured approach to identify, validate, and address the problem while evaluating 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)

  • Looking at the timing, I'm thinking there might be a recent change. When exactly did we notice this increase in failure rate?

Why it matters: Pinpointing the timeframe helps narrow down potential causes. Expected answer: Within the last week or two. Impact on approach: A sudden spike suggests a recent change, while a gradual increase might indicate a longer-term issue.

  • Considering user segments, I'm wondering if this is affecting all users equally. Are we seeing any patterns in terms of device types, operating systems, or geographical regions?

Why it matters: Identifying affected segments can help isolate the problem. Expected answer: The issue is more prevalent on certain Android devices or in specific regions. Impact on approach: This would focus our investigation on particular device configurations or regional infrastructure.

  • Given the nature of QR codes, I'm curious about any changes in the QR generation process. Have there been any updates to how we generate or display QR codes on the web interface?

Why it matters: Changes in QR code generation could directly impact scanning success. Expected answer: A recent update was made to the QR code generation algorithm. Impact on approach: This would shift our focus to the QR code generation and display systems.

  • Thinking about potential external factors, I'm wondering if there have been any recent updates to popular mobile operating systems or web browsers that might affect QR code scanning?

Why it matters: External software changes could impact our app's functionality. Expected answer: A major OS update was released recently for iOS or Android. Impact on approach: We'd need to investigate compatibility issues with new OS versions.

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