Edit text Double-click the text that you want to edit. Edit the text. Click a blank area on the page or press ESC to finish. Notes: If you are not already zoomed in to the shape, Visio zooms in while you type. When you finish typing, click a blank area on the page or press ESC. Visio zooms back out.