Stripe · Product & Business Case
Evaluate Stripe Capital Loan Performance
TrueInterview
October 7, 2026 · 1 min read
You're a data analyst embedded in the go-to-market analytics group of a payments platform similar to Stripe. The business lends working capital to merchants. Merchants get cash upfront, and repayment is automatically taken as a share of their future card-processing volume until the principal plus interest, or a fixed fee, is fully recovered. Please answer the following questions:
- Which metrics would you choose to track whether this loan product is doing well?
- Imagine total revenue from the loan product dropped last quarter. How would you go about finding the root cause?
- Which segmentations, data checks, and causal analyses would help you separate product, risk, pricing, merchant-mix, and macroeconomic explanations from one another?
- Depending on the root cause, what recommendations would you propose? Overview: This prompt assesses a data analyst's ability in product analytics, metric definition, cohort and segment analysis, and causal inference for a working-capital lending product.
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