It is included in GeoTiff metadata. If you use the command "gdalinfo -norat *.tif", it will return the description of each band in your image. I have tested this on a Landsat 8 image and it returns the band names that I have set (e.g. "Red", "Green", "Blue", "NIR") instead of just Band1, Band2, Band3, Band4...etc.