Is it better for Udacity to expand our course catalog rapidly or concentrate on improving existing popular courses?

Introduction

The trade-off between rapidly expanding Udacity's course catalog and concentrating on improving existing popular courses is a critical decision that will shape our product strategy and user experience. This scenario touches on core aspects of our business model, user engagement, and resource allocation. I'll analyze this trade-off by examining our product ecosystem, potential impacts, key metrics, and experimental approaches to inform a data-driven recommendation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking about our current market position. Could you share our market share and growth rate compared to competitors like Coursera or edX?

Why it matters: Helps determine if we need to focus on differentiation or expansion Expected answer: Moderate market share with steady growth Impact: Higher market share might favor improving existing courses, while lower share could justify rapid expansion

• Business Context: Based on our revenue model, I assume a significant portion comes from course completions. Is this accurate, and how does it compare to new user acquisition revenue?

Why it matters: Influences whether to prioritize retention or acquisition Expected answer: 60% from completions, 40% from new users Impact: Higher completion revenue would support improving existing courses

• User Impact: Considering our user segments, are we seeing any shifts in demand for specific course types or subject areas?

Why it matters: Helps identify growth opportunities and user needs Expected answer: Increasing demand for AI and data science courses Impact: Strong demand shifts might justify rapid expansion in those areas

• Technical: Regarding our platform's scalability, how easily can we integrate new course formats or interactive elements?

Why it matters: Affects feasibility of rapid expansion or significant course improvements Expected answer: Moderately flexible, requires some development time Impact: High flexibility would support expansion, while limitations might favor improving existing courses

• Resource: Can you give me an idea of our current team capacity and any planned hiring in content creation or course development?

Why it matters: Determines our ability to execute on either strategy Expected answer: Current team at 80% capacity, plans to hire 20% more in next quarter Impact: Limited capacity might favor focusing on existing courses, while expansion plans could support catalog growth