Scorecard for Stripe Billing: Merchant Adoption, Revenue Collection and Guardrails
Company: Stripe
Role: Product Manager
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Other
You are a product manager at Stripe working on Billing, the product businesses use to charge their customers on a recurring basis through subscriptions and invoices. Explain how you would measure whether Billing is successful.
```hint Follow a merchant and an invoice
Billing serves businesses and the subscribers they charge. Think separately about getting a merchant set up, keeping that merchant, and what happens to each invoice after it is sent.
```
### Clarifying Questions
- Which merchants matter most here: startups setting up a first subscription plan, or large companies with complex usage-based pricing?
- Should success be judged on adoption, ongoing use, Stripe's revenue from Billing, or a balance of these?
- Are one-off invoices in scope as well as recurring subscriptions?
- Is this an overall health check of Billing, or a plan to measure one launch?
### What a Strong Answer Covers
- What Billing does for merchants and their subscribers, turned into the goal that success should reflect.
- A clearly defined north-star metric and the metric tree beneath it.
- Metrics across the merchant lifecycle: adoption and setup, active use of key features, retention and expansion.
- Billing-specific outcomes, such as how much billed money is actually collected and how many failed renewals are recovered, alongside Stripe's revenue from the product.
- Guardrails such as billing errors, disputes and subscriber complaints, read by merchant size and pricing model.
### Follow-up Questions
- Volume billed through Billing is growing while the number of merchants is flat. What does that tell you, and is it good news?
- How would you show that automatic retries of failed payments recover money that would otherwise be lost, rather than money that would have arrived anyway?
- A large merchant moves its billing to an in-house system. How would you find out whether a product gap caused it?
Overview: A product metrics question on how to measure the success of Stripe Billing, the subscription and invoicing product for businesses. It tests defining a north-star metric, tracking merchant adoption, usage and retention, measuring collection and recovery of failed payments, and choosing guardrails such as billing errors and disputes.