Upon completing R&D, ADV has forged deeper advertising agency partnerships with the following platforms: Instagram Ads, DoubleClick Bid Manager (now Google Marketing Platform), and Mobile App Network (a multi-platform ad network). The system’s commercialization data reveals a 27% average reduction in ad spend, a 48% improvement in ad targeting accuracy, and a 35% increase in ad ROI. ADV stated that with the commercialization of its algorithm, the company will officially transition from an “advertising agency” to an “ad tech-driven enterprise,” establishing a critical technological foundation for future smart retail and vending machine operations.