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In this tutorial, Eddie from AppSheet guides viewers on building a quote proposal app quickly. He begins by showing a prepopulated spreadsheet with essential columns: 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 explains that there are two methods for creating the app: using the AppSheet add-on or visiting appsheet.com to start for free. For new users, a quick login process is provided. He then demonstrates initiating a new app, naming it "quote proposal," and selecting Google as the data source to access the quote proposal spreadsheet.