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Product Management Root Cause Analysis Question: Investigating Uber Eats driver signup decrease in Los Angeles

Asked at Uber

15 mins

What's causing the sudden 20% decrease in new driver sign-ups for Uber Eats in Los Angeles this month?

Data Analysis Problem-Solving Strategic Thinking food delivery ride-sharing gig economy
Product Metrics Root Cause Analysis Market Competition Gig Economy Driver Acquisition

Introduction

The sudden 20% decrease in new driver sign-ups for Uber Eats in Los Angeles this month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the platform's growth and sustainability in the LA market.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to uncover the underlying factors contributing to this significant drop in driver acquisition and propose actionable strategies to reverse the trend.

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 factor at play. Has this 20% decrease been compared to the same month last year?

Why it matters: Seasonal trends could explain fluctuations in sign-ups. Expected answer: Yes, it's been compared, and it's still a significant decrease. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and adjust expectations.

  • Considering the specificity to Los Angeles, I'm wondering about local market conditions. Have there been any recent changes in local regulations or competitor activities in LA?

Why it matters: Local factors could disproportionately affect the LA market. Expected answer: No major regulatory changes, but increased competition from other delivery services. Impact on approach: We'd need to analyze competitor strategies and our market positioning.

  • Given the focus on new driver sign-ups, I'm curious about the conversion funnel. Has there been any change in the application process or requirements for new drivers recently?

Why it matters: Changes in the onboarding process could directly impact sign-up rates. Expected answer: No significant changes to the application process in the last three months. Impact on approach: We'd need to look at other factors affecting potential drivers' decision-making.

  • Thinking about the broader economic context, I'm wondering about the job market in LA. Has there been any significant change in unemployment rates or job opportunities in other sectors?

Why it matters: Economic conditions can influence people's willingness to take on gig work. Expected answer: Unemployment rates have decreased slightly, and there's been growth in other sectors. Impact on approach: We'd need to consider how to make Uber Eats more attractive in a competitive job market.

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