A practical measurement plan for reliable app LTV

Reliable LTV begins with identity and revenue, not a large event catalogue. Confirm how anonymous users become known, how account changes are handled, and how transactions, refunds, and renewals join to the same customer.

Next, identify the few behaviours that represent first value and repeated value. Give each event a clear owner, definition, expected properties, and quality check.

Finally, document timezone, currency, tax, and gross-margin treatment. These details are especially important when a Malaysian business sells across markets or app stores. Review the plan whenever pricing or product journeys change.