Retention AI specialist Viktor Andriychuk outlines current iGaming CRM optimization practices. The uplift modeling framework reduces monthly promotional budgets from €80,000 to €30,000 while maintaining established revenue levels.
Database Segmentation and Conversion Metrics
Standard CRM workflows distribute approximately 50,000 promotional messages daily, yielding a 5% conversion rate. Uplift modeling categorizes the player base into three distinct groups: persuadables (15–20%), sure things (50–60%), and lost causes (20–25%). Operators direct bonus allocations solely toward the persuadables segment, which demonstrates measurable behavioral shifts in response to incentives. Promotional offers are withheld from sure things, who maintain engagement independently, and lost causes, who show no response to financial stimuli.This allocation method decreases daily message volume to 12,000 and elevates conversion to 18%. The operational shift generates a 2.5-fold margin increase compared to undifferentiated campaign distribution. Andriychuk describes the approach as precision targeting, where focused resource deployment achieves equivalent engagement outcomes with reduced expenditure.