Choose the spend and contribution boundary
List talent, production, rights, coordination and any other campaign costs the analysis includes. Then agree the contribution measure with finance. A contractual NGR figure may already contain some deductions and omit other servicing costs, so check before subtracting anything again.
Published operator terms such as XYES and Betmaster demonstrate that revenue bases vary. Use the definition governing the actual report. This article is a scenario worksheet, not accounting advice or an assertion that every operator calculates contribution the same way.
Follow one acquired cohort
Fix the cohort entry event, attribution rule and acquisition window. Carry the same people forward as the cohort ages. Do not add later acquisitions to improve a weak historical curve or drop inactive accounts from the denominator while keeping their acquisition cost.
Show period contribution and cumulative contribution separately. Mark immature periods provisional and record corrections. A recent cohort cannot establish a long-run payback period simply because the first few days look promising.
Work through an invented curve
Assume €12,000 of scoped campaign spend. Hypothetical cohort contribution is €3,000 in month one, €4,000 in month two and €5,000 in month three. The cumulative total reaches €12,000 at the third month-end under that simplified convention.
That is an illustrative payback observation, not a forecast or a recommended timeframe. It does not show intra-month timing. If actual cash receipts lag the contribution report, a separate cash-payback view may reach the threshold later. Label which question the curve answers.
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Test uncertain assumptions visibly
Change the contribution path, corrections and cost boundary one at a time. Include a scenario where the cohort never recovers its acquisition spend within the observation window. Do not force a projected recovery date by extending an early trend indefinitely.
A hypothetical campaign adds a licence extension after launch. Show that incremental cost when incurred and explain whether it belongs to the same acquisition analysis or a separate reuse objective. Quietly excluding it can make payback appear faster.
| Line | Keep explicit |
|---|---|
| Acquisition spend | Included costs and actual versus assumed amounts |
| Cohort | Entry rule and original scope preserved over time |
| Contribution | Finance-agreed formula without double-counted deductions |
| Cumulative view | Period totals, corrections and immature windows |
| Recovery claim | Observed threshold or labelled projection, including non-recovery scenarios |
Use the result without distorting the brief
Compare cohorts with consistent maturity and definitions. A creator with slower observed recovery may have supplied content rights or product explanation absent from another commission. Separate those purchased benefits instead of pretending one metric captures every objective.
Do not use a payback target to encourage harmful play, larger deposits or avoidance of safeguards. The creator’s job remains the reviewed content task. Finance evaluates the authorised commercial evidence, with uncertainty intact, before a renewal decision.
Audit promo-code leakage before treating every credited cohort member as independently acquired by the streamer.
Frequently asked questions
Can gross deposits be the payback numerator?
Not for a contribution-based payback calculation. Deposits are customer account cash movements, not campaign revenue or profit.
Does reaching payback prove the campaign caused the revenue?
No. It shows a result under the stated attribution and contribution convention. Causal confidence and measurement limitations remain separate.
Results from campaigns our team has run
Web3 game · gaming creators, streams and events
Illuvium
6,550 new players and 24,000+ followers
Read the Illuvium caseCrypto exchange · KOLs on X, YouTube and TikTok
Binance
4,245 new users and more than $510M in trading volume, double the target
Read the Binance caseCrypto banking · influencers and growth
Swissmoney
32,000+ users onboarded and CPA cut 4x
Read the Swissmoney case
3betmedia launched in 2026; most of these campaigns ran before the name existed. See all 19 cases.
Sources and further reading
Primary references support the limited platform, product or rights facts above. Operational examples are hypothetical; this page does not provide legal approval or a performance guarantee.
