🍛 Three-sided marketplace, local liquidity, punishing peaks

PM Food Delivery
(India Edition)

5 dynamics, 5 metrics, and 4 interview-style questions for food delivery PMs.

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5 Dynamics

1.

Three sides: user, restaurant, rider — each with conflicting incentives

2.

Hyper-local liquidity — marketplace health is measured by pin code, not nationally

3.

Delivery time variance kills trust more than slow averages

4.

Meal times are peaks — infra and ops live and die on 8pm reliability

5.

Commission pressure on restaurants — too high drives them off-platform

5 Metrics

1.

Order completion rate

2.

Median delivery time and p95

3.

Rider earnings per hour

4.

Repeat rate and order frequency

5.

Restaurant churn / new listings rate

4 Interview Questions

1.

Design a feature that reduces 8pm delivery-time spikes

2.

A high-rated restaurant is losing orders — diagnose

3.

How would you improve first-order experience for Tier-3 users?

4.

Design a pricing model that works for both users and restaurants

FAQ

Is food delivery PM a good long-term career path?

Solid but demanding. You'll learn marketplaces, logistics, and consumer behaviour at scale few other industries match. Career paths lead to VP Product at marketplaces, quick commerce, or cross-over into travel and mobility PM roles. Compensation is competitive; pace is punishing.

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