How did I find this site? It generated traffic to my site, and anyone that cares about what people are staying about them is going to keep a close eye on referral links. If you take the time to link to someone, make sure that you click the link and visit their site from it as well.
Better yet, email them. Posting about someone is a good excuse to reach out and say hi.