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Company focus

Dentsu

Why has Dentsu's programmatic advertising platform seen a 30% drop in click-through rates over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Technical Understanding Advertising AdTech Digital Marketing User Experience Data Analysis Performance Optimization Root Cause Analysis Programmatic Advertising
Product Management Root Cause Analysis Question: Investigating sudden drop in click-through rates for programmatic advertising platform

Introduction

Dentsu's programmatic advertising platform experiencing a 30% drop in click-through rates (CTR) over the past month is a critical issue that demands immediate attention. This significant decline in a key performance metric could have far-reaching implications for the platform's effectiveness, client satisfaction, and overall business performance. To address this complex problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering 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 have been a recent platform update. Has there been any significant change to the platform's functionality or user interface in the past 1-2 months?

Why it matters: Platform changes can directly impact user behavior and ad performance. Expected answer: Yes, there was a major UI overhaul about 6 weeks ago. Impact on approach: If confirmed, we'd focus on UI/UX issues and user adaptation.

  • Considering the scale of the drop, I'm wondering about data accuracy. Have there been any changes to our tracking or reporting systems recently?

Why it matters: Ensures we're addressing a real issue, not a data anomaly. Expected answer: No changes to tracking systems have been reported. Impact on approach: If confirmed, we'd rule out data integrity issues and focus on performance factors.

  • Given the nature of programmatic advertising, I'm curious about our inventory sources. Have we seen any significant changes in our ad inventory or publisher partnerships?

Why it matters: Changes in inventory quality or quantity can dramatically affect CTR. Expected answer: We've added several new publisher networks in the past month. Impact on approach: If confirmed, we'd investigate the quality and performance of new inventory sources.

  • Thinking about external factors, has there been any notable shift in the competitive landscape or industry regulations?

Why it matters: External changes can indirectly impact platform performance. Expected answer: No major industry shifts, but a competitor launched a new feature set. Impact on approach: If confirmed, we'd analyze competitor offerings and our market positioning.

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Updated Jan 22, 2025