Catalyst preparation is critical and can involve steps like synthesis, activation, and conditioning. Common methods include impregnation, precipitation, and sol-gel techniques. The catalyst may need to be activated through calcination or reduction processes. Proper preparation ensures the catalyst has the desired surface area, pore structure, and active sites.