Use adhesive strips or brackets designed for damage-free installation. Brands like Command offer heavy-duty adhesive options for lightweight shelving. Ensure the surface is clean before attaching, and follow weight guidelines. For heavier shelves, consider using wall anchors or tension rods that don’t require drilling into the wall. Always check the shelf’s weight capacity and avoid placing too many items.