A dye is used to stain and visualize nucleic acids or proteins as they migrate through the gel. Common dyes, such as ethidium bromide for DNA or Coomassie Brilliant Blue for proteins, bind to the molecules and fluoresce or develop color under UV light or specific staining conditions. These dyes help monitor the electrophoresis process and identify the separated bands.