A large registration total can look like growth while cards remain unused. Follow the journey instead: join, earn, return and redeem. Each stage answers a different question about the program.
Compare behavior over equivalent periods. An accumulated total never tells the whole story.
Separate registration from activation
Registration signals interest or willingness to complete a form. A first earning operation signals use. Define activation with an observable action and a time window, such as a first operation within thirty days of registration. Do not change the definition every month to improve the number.
Illustrative example: if one hundred people register and forty complete their first earning operation within the agreed window, activation is 40%. That is not QR conversion: the latter also requires knowing how many people reached the registration form.
Compare cohorts and equivalent periods
A cohort groups people with a shared characteristic, such as joining in the same month. Comparing behavior at the same time since registration avoids treating new members as if they had months to use their cards.
Account for opening days, price changes and seasonality. A higher-sales month may contain more operating days, a special event or different hours. Putting those differences on a chart does not remove them. Record what changed alongside the number.
Distinguish recorded purchases, revenue and margin
Amounts recorded by staff alongside operations can estimate activity associated with a program. They do not replace the register or accounting records. Without purchase amounts, do not automatically convert stamps or points into money: they might have come from visits or adjustments.
In a simplified example, twenty recorded $10 purchases total $200 in recorded activity. Margin requires costs and rewards. Estimating incremental revenue also needs an appropriate comparison; the $200 total alone does not prove the program generated it.
Let the diagnosis guide a concrete change
Many registrations with little activation suggest reviewing the first step and counter workflow. Frequent earnings with few redemptions suggest reviewing reward value or distance. Many redemptions with excessive cost require revisiting reward economics.
Do not create another card simply because a chart falls for one month. Test a specific improvement, define the result you will observe and allow a period consistent with purchasing frequency. Keep adjustments and reversals visible so corrections do not become fictional growth.
Make it yours.
- Define activation and its measurement window.
- Compare cohorts at the same age.
- Label recorded purchases accurately.
- Choose one improvement and observe a sufficient period.
Published by Trivu. Examples are illustrative; available features depend on the plan and enabled integrations.
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