  We give a criterion to test geometric properties such as Whitney
equisingularity and Thom's $a_f$ condition for new families of (possibly
non-isolated) hypersurface singularities that "behave well" with respect to
their Newton diagrams. As an important corollary, we obtain that in such
families all members have isomorphic Milnor fibrations.
