It is shown that quadratic constraints are compatible with the geometric integrability scheme of the multidimensional quadrilateral lattice equation. The corresponding Ribaucour-type reduction of the fundamental transformation of quadrilateral lattices is found as well, and superposition of the Ribaucour transformationsis presented in the vectorial framework. Finally, the quadratic reduction approach is illustrated on the examples of multidimensional circular lattices.