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Uber·Product Manager·Onsite - Product Sense / Strategy·Senior

Senior
May 2026

Summary

Interviewed for a PM role at Uber and got a metrics question about Uber Eats. Pretty standard product sense territory but it pushed me to think carefully about what 'success' actually means for a two-sided marketplace.

Questions Asked (1)

Q1

How does Uber Eats define and measure success?

Product Analytics & MetricsProduct Strategy
Author's notes

I jumped straight to GMV and order volume, which felt safe but probably too surface-level.

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AI HintsAI Generated

Suggested Approach

Start by acknowledging that Uber Eats is a three-sided marketplace, so success must be defined for each side: consumers, restaurants, and couriers. Then explain how these definitions ladder up to Uber's overarching goals of growth, profitability, and platform synergy, and describe the key metrics used to measure each dimension.

Pro tip: Show that you understand the trade-offs between metrics—for example, aggressive consumer promotions may boost orders but hurt restaurant margins and courier earnings—and that Uber Eats optimizes for long-term marketplace health, not just short-term growth.

1. Identify the stakeholders

Recognize that Uber Eats serves three primary stakeholders: consumers, restaurants, and couriers. Success must be defined for each group.

2. Define success for each stakeholder

For consumers: selection, affordability, reliability, and experience. For restaurants: order volume, revenue growth, and operational efficiency. For couriers: earnings, flexibility, and safety.

3. Map to company-level goals

Connect stakeholder success to Uber's strategic objectives: gross bookings growth, profitability (adjusted EBITDA), and integration with the Uber platform (e.g., Uber One, cross-promotion).

4. Select key metrics

Choose metrics that quantify success: e.g., monthly active users, order frequency, average order value, restaurant retention, courier utilization, delivery time, and cost per delivery.

5. Balance and prioritize

Explain how Uber Eats balances competing metrics to ensure long-term marketplace health, such as optimizing for repeat usage over one-time discounts.

Key Points to Mention

  • Three-sided marketplace dynamics and the need to balance stakeholder interests
  • Consumer metrics: MAU, order frequency, AOV, retention, delivery time, and CSAT
  • Restaurant metrics: order volume, revenue, retention, and preparation time
  • Courier metrics: earnings per hour, utilization rate, and satisfaction
  • Company-level metrics: gross bookings, adjusted EBITDA, and Uber One membership
  • Trade-offs between growth and profitability, and how Uber Eats prioritizes long-term health

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.