Constrained energy minimizations of a many-body Hamiltonian return energy landscapes e(b) where b ≡ B represents the average value(s) of one (or several) collective operator(s), B, in an "optimized" trial state Φ b , and e ≡ H is the average value of the Hamiltonian in this state Φ b . It is natural to consider the uncertainty, ∆e, given that Φ b usually belongs to a restricted set of trial states. However, we demonstrate that the uncertainty, ∆b, must also be considered, acknowledging corrections to theoretical models. We also find a link between fluctuations of collective coordinates and convexity properties of energy surfaces.