How can Tubi balance user experience by reducing ad frequency while maintaining ad revenue in its streaming service?

Introduction

Balancing user experience and ad revenue is a critical challenge for Tubi's streaming service. We need to find an optimal solution that reduces ad frequency to enhance user satisfaction while maintaining the revenue stream that sustains our business. I'll approach this trade-off by analyzing key factors, designing experiments, and proposing a data-driven recommendation.

Step 1

Clarifying Questions (3 minutes)

• Based on our current market position, I'm thinking this trade-off might be driven by user retention concerns. Could you share any recent trends in our user churn rate or engagement metrics?

Why it matters: Helps identify the urgency and scale of the problem Expected answer: Slight increase in churn, decrease in session duration Impact on approach: Would focus on quick wins to improve retention

• Considering our revenue model, I assume ads are our primary income source. What percentage of our overall revenue comes from advertising, and are there any other significant revenue streams?

Why it matters: Determines the financial impact of reducing ad frequency Expected answer: 80-90% from ads, some subscription or transactional revenue Impact on approach: Would explore diversifying revenue streams alongside ad optimization

• Looking at user behavior, I'm curious about ad consumption patterns. Do we have data on how ad frequency correlates with user session length or content completion rates?

Why it matters: Identifies the optimal balance between ads and engagement Expected answer: Inverse correlation between ad frequency and session length Impact on approach: Would focus on finding the sweet spot for ad placement

• From a technical standpoint, I'm wondering about our current ad insertion capabilities. How flexible is our system in terms of dynamically adjusting ad frequency or placement?

Why it matters: Determines the feasibility of implementing sophisticated ad strategies Expected answer: Some flexibility, but limitations in real-time adjustments Impact on approach: Would consider both short-term optimizations and long-term technical improvements

• Regarding our competitive landscape, how does our current ad load compare to other free streaming services in the market?

Why it matters: Helps benchmark our strategy against industry standards Expected answer: Slightly higher ad load than some competitors Impact on approach: Would aim to match or beat competitor ad loads while maintaining revenue