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In episode 3 of the Google Apps Script course's document service playlist, the tutorial focuses on finding and replacing text in documents. The presenter highlights the importance of these methods, particularly the "find text" and "replace text" functions, which are frequently used in their work. The video demonstrates how to search for text within a long document, using user-inputted strings or regular expressions to locate text. It's emphasized that users need to specify the section of the document they want to search, including the header, body, some footnotes, and the footer. The tutorial aims to equip viewers with practical skills for managing document text effectively.