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Attribution Models for Casino and Sportsbook

8 min read

Attribution is the question of which affiliate gets credit when a player converts. In iGaming, it is complicated by long decision cycles, multi-session research behavior, and the fact that a single player might encounter five different affiliates before depositing. The model you choose determines who gets paid -- and who gets retained.

First-Touch Attribution

First-touch attribution gives 100% of the commission to the affiliate whose link the player clicked first. This model rewards affiliates who introduce players to a brand -- review sites, comparison pages, and top-of-funnel content creators. It tends to overvalue awareness-stage affiliates and undervalue those who close the conversion.

For casino programs where brand discovery matters -- especially in competitive markets like the UK or Germany -- first-touch can make sense. A player who spent 20 minutes on a detailed review before depositing likely converted because of that content, not the retargeting ad they clicked last.

Last-Touch Attribution

Last-touch attribution credits the affiliate whose link the player clicked most recently before registering. This is the default in most iGaming affiliate platforms because it is simple to implement and easy to audit. It rewards conversion-focused affiliates -- bonus sites, call-to-action pages, and deal aggregators.

Last-touch attribution systematically undervalues brand affiliates and SEO-heavy review sites. If your program is 80% last-touch, you may be under-rewarding the affiliates who actually drive player intent and over-rewarding those who intercept at the moment of registration. Monitor your affiliate mix for this pattern.

Multi-Touch Attribution

Multi-touch attribution distributes commission across every affiliate that touched the player journey. Linear multi-touch splits it equally; position-based gives more to first and last touch; time-decay weights recent touches more heavily. These models require more sophisticated tracking infrastructure but produce more accurate attribution in complex player journeys.

Very few iGaming operators run full multi-touch attribution in production. The data complexity and the need to split commissions across affiliates creates operational friction. A practical middle ground: use last-touch for commission payments, but run first-touch reporting in parallel to identify which affiliates are undervalued.

Casino vs. Sportsbook Attribution Differences

FactorCasinoSportsbook
Typical decision cycle3--14 days1--3 days
Common attribution modelLast-touch (30-day window)Last-touch (7--14 day window)
Multi-session rateHigh -- players research bonusesLower -- betting intent is time-sensitive
Promo code usageModerateHigh -- often tied to welcome offers
Attribution conflict riskMediumLower (shorter windows reduce overlap)

Run attribution model reports quarterly. Compare which affiliates appear in first-touch vs. last-touch rankings. Affiliates who rank high in first-touch but low in last-touch are driving player intent without getting full credit -- consider bonus commission structures to retain them.

Key Takeaways

  • Last-touch is the default iGaming attribution model -- simple, auditable, but it systematically undervalues awareness affiliates.
  • First-touch attribution rewards affiliates who introduce players to your brand -- useful in competitive markets where content quality drives decisions.
  • Casino and sportsbook programs have different attribution window needs: 30 days for casino, 7--14 days for sportsbook.
  • Run first-touch and last-touch reports in parallel even if you only pay on last-touch -- it reveals which affiliates are undervalued.