+231% Revenue +225% Transactions AnalyticsMMMGoogle Ads Politikos Shop — Attribution. How we used Markov Chain + Multi-Armed Bandit models to redistribute budget across channels and campaigns — maximizing expected profit for a flagship fashion retailer.