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In this tutorial, Eddie from AppSheet demonstrates how to quickly build a quote proposal app. He starts with a prepopulated spreadsheet that includes essential column headers: customers, hours worked, cost per hour, discount, tax rate, total, and quote accepted. Viewers are encouraged to download sample data linked in the video's description for practice. Eddie outlines two methods to begin app creation: using the AppSheet add-on or visiting appsheet.com to start for free. After logging in, he shows how to create a new app using the own data option and designates it as the quote proposal app, selecting the Google data source to access the spreadsheet.