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

Senior
May 2026

Summary

PM interview at Swiggy with a product strategy question framed around city launches. Just the one question from what I can tell, but it had enough moving parts to keep me busy for a while.

Questions Asked (1)

Q1

If you were overseeing operations in a city where the product just launched, what metrics would you track to determine whether the launch is actually working?

Product Analytics & MetricsProduct StrategyGo-to-Market (GTM)
Author's notes

I started with supply-demand balance, like driver availability vs order volume, then moved into customer-side stuff: first order conversion, repeat rate within the first two weeks.

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AI HintsAI Generated

Suggested Approach

Start by framing the answer around the North Star metric for Swiggy's launch—likely order volume or GMV—then break it down into acquisition, activation, retention, and referral metrics. Emphasize that you'd track these metrics over time and compare against benchmarks or other cities to determine if the launch is working.

Pro tip: Don't just list metrics; show how you'd prioritize them by tying each to a specific business question (e.g., 'Are users coming back?' for retention) and mention that you'd set up a dashboard with weekly reviews to monitor trends and take action.

1. Define success for the launch

Clarify what 'working' means for Swiggy's launch in a new city—e.g., achieving product-market fit, reaching a certain order volume, or hitting profitability targets. This will guide metric selection.

2. Identify the North Star metric

Choose a single metric that best captures the core value delivered to customers and the business, such as daily orders or GMV, and explain why it's the ultimate indicator of launch success.

3. Break down into supporting metrics

Map the North Star into a funnel: acquisition (app downloads, sign-ups), activation (first order), retention (repeat orders, cohort retention), and referral (NPS, invites). Also include supply-side metrics like restaurant onboarding and delivery partner availability.

4. Set benchmarks and targets

Establish targets for each metric based on historical data from other cities, industry benchmarks, or internal goals. This helps determine if the launch is on track.

5. Monitor and iterate

Describe how you'd track these metrics over time (e.g., daily/weekly dashboards) and use them to diagnose issues and iterate on the launch strategy.

Key Points to Mention

  • North Star metric: Daily orders or GMV as the ultimate measure of launch success.
  • Acquisition metrics: App downloads, sign-ups, and cost per acquisition (CPA) to gauge initial traction.
  • Activation metrics: First-order conversion rate and time to first order to assess onboarding effectiveness.
  • Retention metrics: Repeat order rate, cohort retention curves, and churn rate to determine if users find value.
  • Supply-side metrics: Number of active restaurants, delivery partner availability, and average delivery time to ensure operational health.
  • Referral and satisfaction metrics: Net Promoter Score (NPS), customer satisfaction (CSAT), and referral rate to measure word-of-mouth and loyalty.

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