Address accuracy issues in online shopping are common and can significantly impact both consumer satisfaction and business success, as they often lead to delivery problems and lost sales. Complicated address forms and lack of verification are primary causes, with nearly 5% of e-commerce forms containing errors. Address verification technologies, like Mapbox Address Autofill, offer solutions by simplifying the checkout process, reducing human error, and ensuring accurate deliveries. This not only helps prevent costly failed deliveries but also enhances the customer experience by reducing cart abandonment rates, thereby increasing conversion rates. Address verification also supports business growth by providing accurate data that can be leveraged across various departments to improve marketing and operational strategies. As online shopping is projected to account for 20% of retail sales by 2022, adopting such technologies can give businesses a competitive edge.