Firebase Studio, a cloud-based development environment by Google, is designed to expedite the creation and deployment of AI-powered applications using tools like code suggestions and app prototyping support. This tutorial outlines how Firebase Studio can be utilized, alongside Bright Data's Amazon Scraper API, to build a web app akin to CamelCamelCamel, a service that monitors Amazon product prices. Firebase Studio integrates with various popular frameworks and languages, while Bright Data provides essential web data through features like IP rotation and CAPTCHA solving, enabling seamless Amazon data retrieval. The guide describes a step-by-step process to create a Next.js web application that can track Amazon prices and store data in Firestore, using AI-assisted development to efficiently manage tasks such as API integration and debugging. The result is a functional prototype capable of monitoring product prices, highlighting Firebase Studio's and Bright Data's capabilities in simplifying complex data-driven application development.