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In this tutorial, Eddie from AppSheet guides viewers through creating a quote proposal app quickly. He shows a prepopulated spreadsheet with key headers: customers, hours worked, cost per hour, discount, tax rate, total, and quote accepted. Viewers are encouraged to download sample data from the video description to follow along. Eddie outlines two methods to start building the app: using the AppSheet add-on or visiting appsheet.com to begin for free. For first-time users, a login process will be provided. He demonstrates starting a new app using personal data, naming it "quote proposal," selecting Google as the data source, and locating the quote proposal spreadsheet.