Why do people buy preamps if they can directly connect amp to stereo source/phone/PC/tv?

The purpose of preamp as I know it is to boost the signal to make it stronger. But I have never used preamps and my current system is already too loud (and sounds great) at moderate volume without preamp. Why do I see many people buying preamps even though they have powerful power amps?