No, this does not follow. Since the Hausdorff dimension dominates the Fourier dimension, it suffices to establish the existence of a compact set $K$ of Hausdorff dimension zero that supports a Rajchman measure.
The last theorem of section 3 (attributed to Ivashev-Musatov 1962) of Lyons's surverysurvey gives a considerably stronger version of this statement (note that $\mathcal U_0$ is defined in the introduction of the paper as the collection of sets that are annihilated by all Rajchman measures).