Spectroscopic observables are governed by the dynamics on the ground a
nd excited potential energy surfaces. An inversion scheme is presented
to iteratively construct the potential surface which reproduces exper
imental data. Special attention is drawn to the nonlinear character of
the inversion problem and, in particular, to the role of ultrafast pu
mp-probe spectroscopy for dealing with it. The regions of inversion, i
.e., the nuclear configurations for which the potential is to be deter
mined, are identified by calculating the observable-potential sensitiv
ity function. A method is introduced for calculating these sensitivity
functions in a numerically converged time-dependent quantum mechanica
l fashion. These functions are the basic building blocks of the invert
ed potential. Two demonstrations of the procedure are presented, both
use simulated pump-probe spectroscopic data. The first, applied to the
ICN molecule, reconstructs the medium- and long-range parts of the di
ssociative excited surface. The second attempts to reconstruct the bou
nd excited potential surface of NCO.