Marketing & acquisition
Connect acquisition spend with player value
Connect casino acquisition cohorts with affiliate costs and observed player value. Keep cohort age and cost definitions together before interpreting player lifetime value (LTV).
AskDataAnalyticsAcquisition / Equal-age cohorts
Which affiliates bring value beyond the first deposit?
Read source cost beside observed player value. Give every cohort the same time to generate its outcome.
In AskData
The budget conversation starts with source economics and comparable player groups.
The starting point
A first-deposit report shows acquisition volume. The owner also needs the contribution of those players. Cohort age, delayed affiliate charges and incentives already deducted from revenue shape that comparison.
Analytics brings source costs and observed player value into the same cohort review. AskData keeps the follow-up question connected to that context.
The analysis workflow
Define how a player is assigned to a channel, campaign or affiliate. Keep unmapped records and later attribution changes visible.
Use a consistent event such as first deposit to start the observation clock. Separate acquisition periods and jurisdictions when they affect comparison.
Join media charges, CPA or revenue share and included incentives using the operator’s allocation rules.
Read observed value and return activity over equal follow-up periods. Mark incomplete windows and keep projected LTV separate.
What this enables
Use the review to select a source for the next budget test, give a young cohort more time or resolve an attribution gap. The source, window and cost stay attached to the decision.
Marketing & acquisition analysis describes the business question. This implementation gives the team a route to the records needed to answer it.
Connect the records
A source-level total is useful only when the population and cost assignment can be checked.
| Record | Required fields | Question it resolves |
|---|---|---|
| Attribution | Player key, source, campaign, affiliate and assignment rule. | Which acquired players belong to this source? |
| Cohort event | Registration and first-deposit times with brand and market scope. | How much follow-up time has the group had? |
| Observed outcomes | Gaming value, return activity and the defined cost deductions. | What did the group contribute in the chosen window? |
| Acquisition charges | Media costs, commission terms, period and allocation. | Which additional costs belong to the comparison? |
After implementation
Evaluate whether the new analysis is reliable and usable before attributing a financial change to it.
| Measure | How to check it |
|---|---|
| Attribution coverage | The proportion of eligible acquired players linked to a documented source rule. |
| Cost reconciliation | Agreement between assigned charges and the underlying media or affiliate ledger. |
| Time to a cohort review | The effort required to produce the same comparison with matched cohort ages and complete costs. |
Tell us about your casino and the decisions you want to understand.