Yes, you can apply peel and stick wallpaper on textured walls, but success may vary based on the wall's texture. It's essential to choose thicker wallpaper with a strong adhesive to ensure it adheres properly. Preparing the surface by cleaning and smoothing it as much as possible will enhance adhesion and result in a better-looking finish.