Using recent advances in computational algebraic geometry, we present a new and efficient method for explicitly computing the vacuum space of N=1 gauge theories. We emphasize the importance of finding special geometric properties of these spaces in connecting phenomenology to guiding principles descending from high-energy physics. Focusing on the MSSM, we exemplify how our results can be used to rule out certain top-down constructions of electroweak physics.