You’ve changed the normal text style for the current document, but to apply this to every Google Docs document going forward, you need to open the Format menu again, then select Paragraph styles > ...
Arial is the default typeface for most page text. Georgia must be set in italics, and should be used sparingly. Headings are commonly referred to by their HTML element name. For example, the first ...