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Zendesk·Business Analyst·Onsite - Product Sense / Strategy·Intermediate

Intermediate
May 2026

Summary

Zendesk interview with a market sizing question about Chipotle's global revenue. Pretty standard case interview format, nothing too wild.

Questions Asked (1)

Q1

Estimate the total global sales revenue for Chipotle.

Product Analytics & MetricsProduct Strategy
Author's notes

I started with US store count since that's where most of their revenue comes from anyway.

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AI HintsAI Generated

Suggested Approach

Break down the problem into a bottom-up estimation: start with the number of Chipotle locations globally, estimate average daily transactions per store, and multiply by average order value to get annual revenue. Alternatively, use a top-down approach by estimating Chipotle's market share in the fast-casual Mexican segment, but bottom-up is more intuitive for a company-specific estimate.

Pro tip: Show your work and state assumptions clearly; the interviewer cares more about your structured thinking than the exact number. Also, sanity-check your final estimate against known figures (e.g., Chipotle's 2023 revenue was ~$9.9B) to demonstrate business acumen.

1. Clarify scope and assumptions

Confirm whether the estimate is for global revenue, including all company-owned and licensed stores, and whether it's for a specific year. State that you'll assume the most recent full year and include all locations.

2. Estimate number of locations

Break down by region: US, Canada, Europe, and other international markets. Use known approximate counts (e.g., ~3,200 US, ~50 Canada, ~50 Europe) or estimate based on population and market penetration.

3. Estimate average daily transactions per store

Consider store hours, peak times, and throughput. For example, assume 10 transactions per hour during 12 peak hours, plus 5 per hour during 4 off-peak hours, totaling ~140 transactions per day.

4. Estimate average order value (AOV)

Use a reasonable AOV for fast-casual dining, such as $10-$12 per transaction. Multiply by daily transactions to get daily revenue per store.

5. Calculate total annual revenue

Multiply daily revenue per store by number of stores and by 365 days. Sum across regions if using different assumptions. Sanity-check against known public data.

Key Points to Mention

  • Number of Chipotle locations globally (company-owned and licensed)
  • Average daily transactions per store (consider peak vs off-peak hours)
  • Average order value (AOV) for fast-casual Mexican food
  • Seasonality and regional variations (e.g., US vs international markets)
  • Sanity check against Chipotle's actual reported revenue (~$9.9B in 2023)
  • Assumptions and limitations of the estimate

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