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LTV (Lifetime Value) is the total value a customer generates for a business over the entire period of their activity. In affiliate marketing and iGaming, LTV helps estimate how much revenue an acquired player can generate over time and how valuable the traffic actually is.
For an affiliate or media buyer, LTV is important when comparing offers, traffic sources, GEOs, and payout models. It goes beyond FTD (First-Time Deposit) and shows whether a player returns, makes additional deposits, and continues generating revenue over time.
LTV can refer to different values depending on the calculation method. It may be based on GGR, NGR, or affiliate revenue. Before comparing offers, it is therefore important to understand exactly which revenue base is being used.
Why LTV Matters to Affiliates and Media Buyers
LTV serves several practical purposes:
- Choosing a payout model. If players from a particular GEO in affiliate marketing generate strong long-term revenue, RevShare may potentially be more profitable than a fixed CPA. However, the comparison should also account for the RevShare calculation base, affiliate percentage, and offer terms.
- Evaluating traffic sources. Two sources may generate the same number of FTDs, but differ significantly in player retention, repeat deposits, and overall LTV.
- Forecasting campaign profitability. Once the expected revenue per player is known, it can be compared with acquisition costs to estimate the potential profitability of a campaign.
- Comparing offers. LTV allows affiliates to look beyond the headline CPA and assess the long-term value of the acquired audience.
- Negotiating with CPA networks. LTV, retention, repeat-deposit, and traffic-quality data can support negotiations over individual terms and conditions in CPA affiliate programs.
How to Calculate LTV: Formulas and Examples
A simplified LTV formula is:
LTV = Average revenue per player per period × Number of active periods
For example, if a player generates an average of $80 in revenue per month and remains active for 10 months:
$80 × 10 = $800
However, in iGaming, operator revenue cannot simply be calculated as a percentage of deposits. Deposits, betting turnover, GGR, and NGR are different metrics and should not be treated as interchangeable.
A simplified revenue flow is:
Deposits → Bets → Turnover → GGR → NGR → Affiliate RevShare
Where:
- Turnover — the total value of bets placed;
- GGR (Gross Gaming Revenue) — the operator's gross gaming revenue;
- NGR (Net Gaming Revenue) — revenue after the deductions specified by the relevant terms and conditions;
- RevShare — the affiliate's share of the revenue base defined by the program.
LTV Calculation Example
Suppose a player generates $1,000 in betting turnover per month, while the operator's hold in iGaming and sports betting is 8%.
In this simplified example:
GGR = $1,000 × 8% = $80 per month
If the player remains active for 20 months and the figures remain unchanged:
$80 × 20 = $1,600 in cumulative GGR
If the affiliate program offers a 30% RevShare and, for simplicity, the entire amount is treated as the calculation base:
$1,600 × 30% = $480
This is only a simplified model. In practice, turnover, hold, and player revenue change over time, while RevShare may be calculated from NGR after bonuses, fees, taxes, chargebacks, and other deductions. The actual affiliate payout can therefore differ significantly from this estimate.
Actual vs. Forecast LTV
It is important to distinguish between two types of LTV:
- Actual LTV — the revenue a cohort has already generated over a specific period, such as D30 or D90.
- Forecast LTV — an estimate of future revenue based on the observed behavior of acquired players.
For example, D30 LTV measures the cumulative value generated during the first 30 days, while a projected 180-day LTV estimates how much revenue the same type of player may generate over six months.
Cohort-Based LTV Analysis
Experienced affiliates and media buyers do not rely solely on an average LTV across the entire player base. Instead, they analyze cohorts — groups of players acquired during the same period under comparable conditions.
Cohorts can be segmented by:
- traffic source;
- affiliate marketing vertical;
- GEO;
- device type, including mobile traffic;
- offer;
- advertising campaign;
- registration incentives, such as a welcome bonus or no-deposit bonus.
For analysis, LTV can be compared across different time horizons:
D7 → D30 → D60 → D90 → D180
A higher D30 LTV does not necessarily mean that one cohort will remain more profitable in the long term. Another cohort may have slower initial growth but generate significantly more revenue after the first month.
LTV and RevShare: How Are They Connected?
LTV and RevShare in affiliate marketing are closely related, but they are not the same metric.
RevShare is a payout model in which an affiliate receives an agreed percentage of the operator's revenue generated by referred players for the period specified in the program terms.
LTV measures the cumulative value generated by a player over a given period or throughout their lifecycle.
LTV therefore helps estimate the potential revenue an affiliate could receive under RevShare, but it does not determine that revenue by itself.
A simplified formula is:
Affiliate Revenue = NGR × RevShare %
For example, if a player's projected NGR is $500 and the affiliate's RevShare is 30%:
$500 × 30% = $150
If the fixed CPA for the same player is $100, RevShare may be more profitable, all else being equal. If the expected RevShare revenue is only $70, the $100 CPA would be the better option.
The key point is that affiliates should compare payout models based on expected affiliate revenue, not LTV alone.
LTV vs. CPA: How to Compare the Two Models
A simplified comparison can be made using:
Expected RevShare Revenue = Expected NGR × RevShare %
Then:
Profit = Affiliate Revenue − Cost of Traffic
For example:
- expected NGR per player — $500;
- RevShare — 30%;
- expected affiliate revenue — $150;
- player acquisition cost — $100.
Therefore:
$150 − $100 = $50 expected profit
With CPA, the payout is generally known once the conversion has been approved. With RevShare, a significant portion of the revenue may arrive later. When choosing between the models, affiliates should therefore consider retention, the RevShare duration, NGR calculation rules, and the risk that actual LTV will be lower than forecast.
FTD ↔ RevShare ↔ LTV ↔ NGR ↔ Approval Rate ↔ Hold ↔ Chargeback
These metrics do not form a strictly linear formula, but together they describe the player lifecycle and affiliate payout cycle.
- FTD — First-Time Deposit is the player's first deposit. In affiliate marketing, it is an important conversion point after which the player's subsequent activity can be tracked. For FTD cohort analysis, the first-deposit date is often used as the starting point for observation.
- RevShare in affiliate marketing is a payout model in which the affiliate receives a percentage of the revenue generated by referred players, according to the terms of the program.
- LTV is the cumulative value generated by a player over a selected period. For RevShare, it helps forecast future affiliate revenue, but it is not itself the payout base.
- NGR (Net Gaming Revenue) is one possible calculation base for RevShare. NGR is generally calculated after the deductions specified in the program terms are applied to GGR. The exact deductions should always be checked in the individual offer terms.
- Approval Rate is the percentage of conversions that the advertiser validates as legitimate and approves for payment. A low approval rate can reduce the actual number of payable FTDs and affect the economics of traffic acquisition.
- Hold in iGaming and sports betting represents the operator's gross gaming revenue as a percentage of betting turnover. For example, if turnover is $1,000 and GGR is $80, the hold is 8%. Hold can be used as one of the inputs in an LTV model, but it should not be applied directly to deposits.
- Chargeback in affiliate marketing is a payment reversal or disputed transaction. Depending on the operator and affiliate program terms, chargebacks may reduce revenue, NGR, or previously accrued affiliate commissions.
The relationship can therefore be summarized as follows: FTD marks the starting point for tracking the player, subsequent activity generates turnover and GGR, NGR may then be calculated from GGR, and NGR can serve as the basis for RevShare. Accumulated revenue helps estimate LTV, while approval rate, hold, and chargebacks determine how closely actual economics match the original forecast.
What Affects Player LTV?
- GEO and payment behavior. Deposit frequency, average deposit size, payment methods, and player behavior vary across markets. These factors directly affect retention and cohort revenue. For market-specific insights, see the 3S.INFO gambling market reviews.
- Traffic quality and source. A traffic source does not automatically determine LTV. Results depend on audience intent, creatives, the offer, GEO, and how closely the user's expectations match the actual product. For example, incentivized traffic may generate a high number of registrations but poor retention if users are primarily motivated by a bonus.
- Product and user experience. A smooth registration process, stable platform, accessible payment methods, and clear terms can all influence repeat deposits and player retention.
- Bonus terms. Complex wagering requirements can reduce engagement and retention after the first deposit. The terms attached to casino bonuses and other incentives can also affect cohort behavior.
- Attribution and tracking accuracy. If data on repeat deposits or other events is not transmitted correctly, reported LTV may be understated. Accurate tracking is therefore essential when evaluating cohort performance.
- Payment infrastructure. Failed deposits and limited payment options can prevent players from returning to the platform, even when the initial traffic is high quality.
How to Attract Traffic with Higher LTV Potential
Affiliates do not control the entire player lifecycle, so it is more accurate to focus on attracting audiences with higher potential value rather than claiming that an affiliate can directly increase LTV.
Practical approaches include:
- Drive traffic to affiliate marketing and iGaming offers with transparent statistics on FTDs, repeat deposits, hold, and other relevant metrics rather than selecting offers based solely on the CPA.
- Compare affiliate marketing verticals using comparable cohorts and consistent measurement periods.
- Test different GEOs and consider not only traffic costs but also the payment behavior of the target audience.
- Compare traffic sources based on D30/D90 LTV, retention, repeat deposits, and revenue per FTD rather than initial conversion rates alone.
- Consider retention mechanics where they are part of the product's terms and can influence long-term player activity.
Common LTV Mistakes
- Calculating LTV from deposits without considering turnover and GGR. Deposits and betting turnover are different metrics, so hold cannot simply be applied to total deposits.
- Mixing up GGR and NGR. If RevShare is calculated from NGR, using GGR to forecast affiliate revenue without accounting for the applicable deductions will produce an inaccurate estimate.
- Ignoring chargebacks and refunds. They can reduce actual revenue and lead to adjustments to previously accrued payouts.
- Treating the first conversion as the player's entire value. An FTD confirms the first deposit but says nothing about the player's long-term value.
- Comparing cohorts with different observation periods. D30 LTV from one cohort should not be directly compared with D180 LTV from another.
- Treating forecast LTV as guaranteed revenue. Forecasts depend on retention, deposit frequency, turnover, hold, and other variables and can change as more data becomes available.
- Comparing CPA and RevShare based only on the nominal payout. RevShare comparisons should account for expected NGR, the affiliate percentage, the duration of the model, and applicable deductions.