Расчет годового LTV подписки по retention curve
Расчет годового LTV подписки по retention curve
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Формулы, план решения, риски и примеры.
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Короткий ответ
Annual LTV is expected revenue over 12 months: 10 multiplied by the sum of monthly active-paying shares. Here it is about 37.38 dollars.
Подробный разбор
Treat each monthly retention percentage as the expected fraction of the original cohort that pays in that month. The first four shares are 1, 0.5, 0.4 and 0.3.
From month 5 onward the share is multiplied by 0.9 each month, so the tail through month 12 is:
The annual LTV is:
The common sanity check is scale: a 10-dollar monthly subscription cannot produce a plausible one-year LTV of hundreds of dollars under these retention rates.
Типичные ошибки
- Forget to convert percentages to fractions.
- Apply the 10% decay to dollars instead of retention share.
- Miss the month count and include too many tail terms.
- Skip a sanity check on the final revenue scale.
Как сказать на собеседовании
- Write the first few terms explicitly before using a geometric-series formula.
- Say the unit out loud: dollars per acquired user over one year.