Peel and stick wallpaper generally does not damage walls if applied and removed correctly. It is designed for easy installation and removal, minimizing wall damage. However, surfaces like textured or freshly painted walls may require caution. Always test a small area first to ensure the wallpaper adheres well without leaving residue.