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In this tutorial, Eddie from AppSheet guides viewers on building a quote proposal app quickly. He demonstrates a prepopulated spreadsheet with column headers including customers, hours worked, cost per hour, discount, tax rate, total, and quote accepted. He encourages viewers to download sample data from the video description to follow along. There are two starting methods for building the app: using the AppSheet add-on or visiting appsheet.com to start for free. After a quick login for first-time users, Eddie shows how to create a new app using personal data, specifically selecting a Google spreadsheet for the quote proposal app.