The method of the Hill determinant proves to be useful in treating purely rotating quantum systems. The rotational Stark effect in symmetric-top molecules and the internal rotation in molecules are discussed as illustrative examples. The procedure can be used either to obtain the energy eigenvalues for a given model potential or to built it from experimental data.