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Product Management Root Cause Analysis Question: Investigating Samba TV's advertiser adoption decline
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Nextsprints

Updated Jan 22, 2025

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What factors are contributing to the recent 30% decline in advertiser adoption of Samba TV's addressable TV advertising platform?

Data Analysis Problem-Solving Strategic Thinking AdTech Media Analytics
Product Strategy Data Analytics Root Cause Analysis User Adoption Adtech

Introduction

The recent 30% decline in advertiser adoption of Samba TV's addressable TV advertising platform is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root causes while considering both short-term and long-term implications for our product strategy.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only addresses the immediate concern but also sets the stage for sustainable growth and improved advertiser satisfaction.

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 seasonal component. Has this decline coincided with any particular time of year or industry event?

Why it matters: Seasonal trends could explain temporary fluctuations and inform our solution approach. Expected answer: The decline started about two months ago and doesn't seem tied to any specific season or event. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'd look deeper into product or market changes.

  • Considering user segments, I'm wondering if this decline is uniform across all advertiser types. Are we seeing a more significant drop in adoption among certain advertiser categories or sizes?

Why it matters: Identifying affected segments helps pinpoint specific issues and tailor solutions. Expected answer: The decline is more pronounced among mid-sized advertisers in the retail and CPG sectors. Impact on approach: We'd focus on understanding the unique needs and challenges of these specific segments.

  • Thinking about recent changes, have there been any significant updates to the platform or pricing model in the last 3-6 months?

Why it matters: Product changes can directly impact adoption rates and user satisfaction. Expected answer: A new targeting feature was rolled out 4 months ago, and pricing tiers were adjusted 3 months ago. Impact on approach: We'd investigate the impact of these changes on user experience and perceived value.

  • Considering competitive landscape, has there been any notable shift in competitor offerings or market dynamics recently?

Why it matters: External factors could be drawing advertisers away from our platform. Expected answer: A major competitor launched a new attribution model 2 months ago. Impact on approach: We'd analyze our competitive positioning and value proposition.

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