← Exponent Interview Insights

Exponent·Product Manager·Onsite - Product Sense / Strategy·Intermediate

Intermediate
Jun 2026

Summary

PM estimation question for Exponent, pretty much a single market sizing problem and that was the whole thing.

Questions Asked (1)

Q1

How much laundry detergent is consumed worldwide in a given year?

Product Analytics & MetricsAdaptability & Ambiguity
Author's notes

Classic fermi estimation.

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AI HintsAI Generated

Suggested Approach

Break the problem into a demand-side estimation: global population → number of households → annual detergent usage per household. Use reasonable assumptions and round numbers to simplify calculations, and state your assumptions clearly.

Pro tip: Start by clarifying whether the question refers to household laundry detergent only or includes industrial/institutional use, and whether it's by volume or weight. This shows you think about scope and units before diving into numbers.

1. Clarify scope and units

Ask if the estimate should cover household consumers only or also commercial/industrial laundry, and whether the answer should be in liters, kilograms, or dollars.

2. Estimate global population and household size

Use ~8 billion people and an average household size of 4, giving ~2 billion households. Adjust for regions with different laundry habits if needed.

3. Estimate detergent usage per household per year

Assume an average household does 3-5 loads per week, using ~50-100 ml of detergent per load. Calculate annual usage per household (e.g., 4 loads/week * 52 weeks * 75 ml ≈ 15.6 liters/year).

4. Multiply to get global consumption

Multiply households by annual per-household usage: 2 billion * 15.6 liters ≈ 31.2 billion liters per year. Convert to weight if needed (density ~1 kg/L, so ~31 million metric tons).

5. Sanity-check and refine

Compare with known market data (e.g., global laundry detergent market ~$100B, average price ~$3/L implies ~33 billion liters). Adjust assumptions if the estimate seems off.

Key Points to Mention

  • Clearly state all assumptions (population, household size, loads per week, detergent per load).
  • Use round numbers to simplify mental math and avoid false precision.
  • Consider regional variations in laundry frequency and detergent types (e.g., powder vs. liquid).
  • Differentiate between household and industrial/institutional consumption if relevant.
  • Convert between volume and weight using density if needed.
  • Validate the estimate with known market size or industry reports.

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