We investigate the influence of interactions and geometry on ground states
of clean chaotic quantum dots using the self-consistent Hartree-Fock method
. We find two distinct regimes of interaction strength: While capacitive en
ergy fluctuations delta chi follow approximately a random matrix prediction
for weak interactions, there is a crossover to a regime where delta chi is
strongly enhanced and scales roughly with interaction strength. This enhan
cement is related to the rearrangement of charges into ordered states near
the quantum dot edge. This effect is nonuniversal depending on the shape an
d the size of the dot. It may provide insight into recent experiments on st
atistics of Coulomb blockade peak spacings.