The periodic table organizes elements based on their atomic number, electron configurations, and recurring chemical properties. This organization is crucial for identifying potential catalysts since the chemical behavior of an element is largely determined by its position on the table. Elements in the same group often exhibit similar catalytic properties, making it easier to predict and discover new catalysts.