Maximum power out of a piezo?
Maximum power specifies that you should load it with a load equal in magnitude, but opposite in phase. So if it is capacitive, you need an inductive load to cancel the capacitive components, then a resistor equal to its resistance to get max power.

Yes, the load would be tuned for a specific frequency.