The invention of scanning probe microscopy (SPM) techniques, including scanning tunneling microscopy (STM) and atomic force microscopy (AFM), has led to a paradigm shift in the visualization and understanding of surface structures and related properties at the atomic scale. In most imaging cases, the SPM tip only acts as a perfect probe to characterize the intrinsic properties of the surfaces and adsorbed molecules, and the influence of the tip is usually ignored.