How e-commerce brands can build cookieless attribution infrastructure and increase ROAS by 20%+ while protecting customer privacy Introduction: The $66 Billion Problem Facing Shopify Stores Forty-seven percent of marketing spend—approximately $66 billion annually—is wasted due to broken attribution systems that can’t accurately track customer journeys. For Shopify store owners, this waste stems from a fundamental […]