Can you use bleach on canvas bag? Posted on September 22, 2022 By admin If some stains are incredibly stubborn, you can also mix in a drop of bleach. While detergents are safer bets, bleach can help you clean heavily soiled bags. Keep in mind that bleach can yellow the canvas.