RTDs, or Residence Time Distributions, are critical in understanding the behavior of reactants and products within a catalytic reactor. They describe the amount of time a molecule spends inside the reactor, which directly impacts the reaction rate and overall efficiency of the catalytic process. By analyzing RTDs, engineers can optimize reactor design, improve catalyst performance, and enhance the yield of desired products.