The determination of the structure-activity relationships at a molecular level requires determining both, structure and activity. Such determination is best made if both are determined in the same experiment. This contribution presents the possibilities of both in situ and operando studies to understand catalysis. Some examples based on the authors' work are presented to illustrate the capabilities of in situ and operando studies. (c) 2005 Elsevier B.V. All rights reserved.