Yes, you can use peel and stick wallpaper on lightly textured walls, but for best results, it's advisable to choose smooth surfaces. Heavy textures may prevent proper adhesion, leading to peeling or bubbling. Ensure the wall is clean and dry before application for a seamless finish.