Choose the Next Product or Vertical for a Lending Business
Company: Affirm
Role: Data Analyst
Category: Product / Decision Making
Difficulty: medium
Interview Round: Technical Screen
# Choose the Next Product or Vertical for a Lending Business
A lending business is deciding which product or industry vertical to invest in next. Propose an analytical framework for comparing opportunities and recommend how to validate a choice. No candidate list, market figures, or company strategy is supplied, so explain how you would build an evidence-based recommendation rather than asserting a specific winning market.
### What a Strong Answer Covers
- A clarified strategic objective and comparable opportunity definitions.
- Demand, distribution, unit economics, credit performance, and execution considerations.
- Explicit uncertainty, scenarios, and sensitivity to the assumptions driving the choice.
- A bounded validation plan with decision criteria before scaling investment.
```hint Follow the economics beyond volume
Large transaction demand can be unattractive after funding, credit losses, servicing, and acquisition costs.
```
### Follow-up Questions
- How would you compare a large uncertain market with a smaller well-understood one?
- What evidence would cause you to stop a promising pilot?
Overview: Compare lending product and vertical investments using demand, contribution economics, credit risk, execution capacity, scenarios, and bounded pilots.
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