Product Sense · medium · Asked at Netflix

How would you measure the health of a subscription business?

Asked in BI Developer interviews.

Short answer

MRR, churn, LTV/CAC, activation, engagement cohorts, retention curves.

How to answer it

A subscription business is a bucket with a tap and a leak. The metrics describe the tap, the leak, and the value of what is in the bucket.

Then the cohort view: retention curves by signup month. A curve that flattens means a core of customers who stay; a curve that keeps falling means the product has not found its keepers, and no amount of acquisition fixes that.

Worked line: "MRR grew 8% but net revenue retention is 85% and the payback period stretched from 9 to 15 months. Growth is being bought. The engagement metric that leads churn dropped two months ago; that is where to look."

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