In computational studies of zeolites, the inclusion of water molecules is often overlooked, even though most experiments on zeolites are conducted under hydrated conditions, both for experimental convenience and because the presence of water significantly reduces NMR peak broadening. However, the amount of water molecules surrounding each aluminium atom is not directly accessible to the experimental probe and may vary across the sample. Hence, it is essential to understand how varying water loading conditions influence the chemical shift predictions.