The idea of the desert was motivated by the observation of successful gauge coupling unification with just the Minimal Supersymmetric Standard Model particle content: adding additional new physics at an intermediate scale generically screws up the gauge coupling unification.
The idea of the desert was motivated by the observation of approximate, order of magnitude, gauge coupling unification at the GUT scale. Adding additional new physics at an intermediate scale generically screws up the gauge coupling unification.