Peel and stick wallpaper typically does not damage walls, making it a popular choice for renters and DIY enthusiasts. When applied correctly and removed carefully, it leaves minimal residue and may even protect the underlying surface. However, it's vital to ensure the wall is clean and in good condition before application to avoid any potential issues.