How would you improve Netflix Search & Discovery?

Introduction

I'm excited to dive into improving Netflix's Search & Discovery feature. This is a critical component of the user experience, directly impacting engagement, retention, and overall satisfaction. I'll approach this challenge by first clarifying our objectives, then analyzing user segments and pain points, before proposing and evaluating solutions. Let's begin with some clarifying questions to ensure we're aligned on the scope and goals of this improvement initiative.

Step 1

Clarifying Questions

• Looking at Netflix's global presence, I'm thinking about the diversity of content and user preferences. Could you help me understand if we're focusing on a specific region or if this is a global improvement initiative?

Why it matters: Determines if we need to consider localization and regional content preferences Expected answer: Global initiative with potential for regional customization Impact on approach: Would focus on scalable solutions with flexibility for regional adaptations

• Considering the evolving streaming landscape, I'm curious about our current market position. How does our search and discovery performance compare to key competitors, and what specific metrics are we aiming to improve?

Why it matters: Helps prioritize areas for improvement and set benchmarks Expected answer: Lagging in personalization accuracy, aiming to improve watch time and reduce browse time Impact on approach: Would emphasize personalization algorithms and user interface optimizations

• Given the rapid pace of AI advancements, I'm wondering about our current technological capabilities. What AI or machine learning technologies are we currently employing in our search and discovery systems, and are there any constraints or opportunities we should be aware of?

Why it matters: Informs the technical feasibility and potential of proposed solutions Expected answer: Using collaborative filtering and content-based recommendation systems, open to exploring more advanced AI technologies Impact on approach: Would consider integrating more sophisticated AI models for personalization and content understanding

• Thinking about Netflix's content strategy, I'm curious about the balance between promoting original content and third-party titles. Are there any specific goals or constraints related to content promotion within the search and discovery feature?

Why it matters: Influences the design of recommendation algorithms and content presentation Expected answer: Aiming for a balanced approach, with a slight emphasis on promoting Netflix originals Impact on approach: Would design solutions that allow for flexible content promotion strategies while maintaining user-centric recommendations