The dream of molecular electronics to replace conventional silicon-based microelectronics has been around since several decades. So far, the limited understanding of the interaction of molecular building blocks with their environment has hampered the realization of molecular electronic devices. In this talk, recent advances in probing electronic and structural properties of single molecules by means of scanning probe microscopy techniques, done at the IBM Research Lab in Zurich, are presented.