The automotive industry in the United States is one of the most data-intensive and competitive markets in the world. With millions of vehicles listed across online marketplaces, dealership websites, and classified platforms, pricing and demand signals are constantly evolving. From used car dealerships and OEMs to automotive marketplaces and analytics firms, every player relies on accurate and timely data to make informed decisions. However, tracking vehicle listings, prices, and demand trends manually is nearly impossible due to the sheer volume and frequency of updates.