Dispersions of crosslinked organopolysiloxanes are prepared by reacting an alkoxy- or hydroxy-functional organopolysiloxane, in a dispersion medium, with an alkoxysilane bearing at least one further group which increases the reactivity of the silane alkoxy groups such that the viscosity at least doubles within a period of 2 hours.