12 August 2026 · 6 min read
LTV is not one number: choosing the right view
A useful LTV model changes with the decision: acquisition, product, finance, or retention.
A single blended lifetime value can hide more than it reveals. A finance team may need recognised margin over a long horizon, while a growth team needs an early, stable signal by channel. Begin with the decision, then choose the model.
For Malaysian app businesses, payment method, platform mix, promotional behaviour, and regional acquisition sources can create materially different cohorts. Keep these dimensions available before blending the result.
A dependable practice publishes assumptions beside every result: revenue window, gross-margin treatment, refunds, cohort maturity, and prediction method. That makes LTV a decision tool rather than a mysterious dashboard tile.