What kind of gear do you use that can test input impedance at what I
presume are very low signal levels? I've only ever measured the
impedance of passive components which can obviously take a beating from
a network analyser.

Is it as simple as taking a very low impedance source and putting a
variable resistor in series with it, then seeing the effect on the
output of the radio?