Magnitude response refers to the measure of the output signal's amplitude in relation to the input signal across different frequencies in a system, often visualized using a Bode plot. It is critical in understanding how a system amplifies or attenuates signals at specific frequencies, influencing filter design, stability, and performance in control systems and signal processing.