How many watts is enough for an amp?

I'm curious to know, what is the appropriate wattage for an amplifier? I understand that the amount needed can vary depending on the speakers, the music being played, and the environment in which it's being used. But I'm looking for a general guideline. Can you shed some light on how many watts are typically sufficient for an amplifier to perform well, without overpowering or underwhelming my setup?