Revenue is one of the most important numbers in a subscription business. But on its own, it is a poor real-time diagnostic for customer health. By the time revenue shows weakness, the underlying customer behavior may have been changing for weeks, months, or even quarters. Usage may have slowed. Engagement may have dropped. Downgrades may have increased. Payment failures may have risen. Cancellation intent may have appeared. Newer cohorts may have started renewing at lower rates. That is why subs...
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