The preparation of clay catalysts involves several steps: 1. Purification: Raw clay is purified to remove impurities. 2. Activation: The clay is often activated by acid treatment to enhance its surface area and acidity. 3. Pillaring: This involves the insertion of metal oxides between the clay layers to increase the interlayer spacing and create microporous structures.