They needed a flying tail like the bell X1 Yeager flew.
Just as important, was determining the size of the “cone” of the sonic wave around the whole airplane - starting at the nose (pitot tube) and extending further back. The control surface (the all-moving horizontal stabilizer you mention) also needed to be lifted up and away from the fuselage so it was out in clean, undisturbed air.