Ask Al: How do I grow my list?

Sharon writes, "How do I build a list from scratch as a new company? Should I get someone to harvest them by hand so they are super targeted? Yes, I understand that spamming is unacceptable. Okay, so then how do I get a list or rather grow my own list?"