The U.S. online grocery sector is expanding rapidly, with Instacart, Walmart, and Amazon Fresh leading the race to deliver convenience, variety, and affordability. As more households embrace digital grocery shopping, comparing costs across these platforms becomes crucial for smarter purchasing decisions and competitive benchmarking. This research utilizes Scraping Real-Time Grocery Prices Across USA Platforms to uncover trends shaping consumer choices and retailer strategies.