High-throughput screening offers major opportunities to accelerate the discovery and optimization of homogeneously catalyzed reactions. A general method for acquisition of reaction profiles through a high-throughput quenching (HTQ) approach is described, which gives a more accurate picture of catalyst performance, e.g., total productivity, induction periods, selectivity and lifetime, than the customary analysis at a fixed, arbitrary time.