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Product Management Root Cause Analysis Question: Investigating sudden ad performance drop on financial platform
Image of author vinay

Vinay

Updated Jan 2, 2025

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Asked at Yahoo

15 mins

What caused the sudden 30% decrease in ad click-through rates on Yahoo Finance last week?

Data Analysis Problem Solving Strategic Thinking Digital Advertising Financial Services Media
User Experience A/B Testing Metrics Analysis Root Cause Analysis Ad Performance

Introduction

The sudden 30% decrease in ad click-through rates on Yahoo Finance last week is a critical issue that demands immediate attention. This significant drop could have far-reaching implications for revenue, user experience, and advertiser satisfaction. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term 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 timing, I'm thinking this could be related to a recent product change. Has there been any significant update to the ad placement or design on Yahoo Finance in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a redesign of the ad layout. Impact on approach: If confirmed, I'd focus on the design changes and their impact on user behavior.

  • Considering the scale of the decrease, I'm wondering if this is affecting all ad types equally. Can you provide a breakdown of the click-through rate decrease by ad format (e.g., display, native, video)?

Why it matters: Different ad formats may be impacted differently, helping narrow down the cause. Expected answer: The decrease is more pronounced in display ads compared to native or video ads. Impact on approach: I'd prioritize investigating factors specific to display ad performance.

  • Given that Yahoo Finance deals with market-sensitive information, I'm curious about any major market events. Were there any significant economic announcements or market shifts coinciding with the CTR decrease?

Why it matters: External factors could influence user behavior and ad relevance. Expected answer: There were no major market events during this period. Impact on approach: If confirmed, I'd focus more on internal factors rather than external market influences.

  • Thinking about potential technical issues, I'm concerned about ad loading times. Have there been any reports of increased latency or errors in ad serving during this period?

Why it matters: Technical problems can significantly impact ad visibility and user interaction. Expected answer: There have been some reports of increased ad loading times. Impact on approach: I'd prioritize investigating the ad serving infrastructure and performance metrics.

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