Should Flixbus prioritize expanding route coverage or increasing frequency on existing popular routes?

Introduction

The trade-off between expanding route coverage and increasing frequency on existing popular routes is a critical decision for Flixbus. This scenario touches on core aspects of our service offering, customer experience, and growth strategy. I'll analyze this trade-off by examining the business context, user impact, technical feasibility, and resource implications. My response will follow a structured approach, starting with clarifying questions, then moving through product understanding, hypothesis formation, metrics identification, experiment design, and ultimately leading to a recommendation with next steps.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking about our current market position. Could you share our market share in existing routes versus potential new markets?

Why it matters: Helps assess the growth potential in each strategy Expected answer: Strong in existing markets, room for growth in new areas Impact on approach: Would influence resource allocation between strategies

• Business Context: Based on our financial reports, I assume profitability varies across routes. Can you confirm if increasing frequency on popular routes typically leads to higher profit margins?

Why it matters: Directly impacts the financial viability of each option Expected answer: Yes, popular routes generally have higher profit margins Impact on approach: Would prioritize frequency increase if confirmed

• User Impact: Considering our customer feedback, I'm guessing that frequency is a top concern for regular commuters. Do we have data on the percentage of our users who are frequent vs. occasional travelers?

Why it matters: Helps prioritize which user segment to focus on Expected answer: Mix of both, with a growing segment of frequent travelers Impact on approach: Would influence the balance between coverage and frequency

• Technical: Given our current fleet and booking system, I'm assuming scaling up frequency is technically simpler than expanding routes. Is this accurate?

Why it matters: Affects implementation timeline and resource requirements Expected answer: Yes, increasing frequency is less complex operationally Impact on approach: Could favor frequency increase if time is a constraint

• Resource: Considering our current team structure, I'm thinking expanding routes might require more new hires. How does our current workforce capacity align with each option?

Why it matters: Impacts feasibility and time-to-market for each strategy Expected answer: Expanding routes would require more significant hiring Impact on approach: Could favor frequency increase if hiring is challenging