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Eddie from AppSheet demonstrates how to build a quote proposal app quickly using a prepopulated spreadsheet. Column headers are essential and should be in the first row. To begin, download the sample data provided in the video description. There are two ways to start building the app: use the AppSheet add-on or visit appsheet.com and create for free. Choose the data source and spreadsheet, and AppSheet will guide you through the process.