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Product Management Root Cause Analysis Question: Facebook Instant Articles monetization drop investigation
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why has Facebook Instant Articles monetization dropped by 50%?

Data Analysis Problem Solving Strategic Thinking Social Media Digital Advertising Publishing
Facebook Monetization Root Cause Analysis Ad Tech Digital Publishing

Introduction

Facebook Instant Articles' monetization has dropped by 50%, a significant decline that demands immediate attention and thorough analysis. This issue could have far-reaching implications for publishers, advertisers, and Facebook's revenue stream. I'll approach this problem systematically, examining both internal and external factors to identify the root cause and propose effective solutions.

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 timeline, I'm wondering about recent changes. When exactly did this 50% drop occur? Was it sudden or gradual?

Why it matters: The timing could indicate whether this is due to a specific event or a longer-term trend. Expected answer: A sudden drop within the last month. Impact on approach: A sudden drop would focus our investigation on recent changes or events.

  • Considering user segments, I'm curious about the impact distribution. Is this 50% drop uniform across all publishers, or are some more affected than others?

Why it matters: This helps identify if the issue is systemic or specific to certain types of content or publishers. Expected answer: The drop varies, with some publishers more affected than others. Impact on approach: Uneven impact would lead us to investigate publisher-specific factors.

  • Thinking about content performance, has there been any change in user engagement metrics like time spent or scroll depth on Instant Articles?

Why it matters: This could indicate whether the monetization drop is tied to changes in user behavior or content consumption. Expected answer: Engagement metrics have remained relatively stable. Impact on approach: Stable engagement would suggest the issue lies more with ad delivery or pricing rather than content consumption.

  • Considering recent product changes, have there been any updates to the Instant Articles feature or related advertising systems in the past few months?

Why it matters: Product changes could directly impact monetization performance. Expected answer: A recent update to the ad placement algorithm was implemented. Impact on approach: This would focus our investigation on the impact of this specific change.

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