"Actually" is a word that you use when you're saying something that you think will be surprising or new information to the listeners. For example:
You can use "actually" in several places in a sentence. One place is before a verb:
I actually left it at home.
Another is before an adjective:
It's actually fun.
A third is before a noun:
He's actually my brother.