Semantic Tag Suggestions for WordPress

I need some enlightenment on the tagging business. Do people really find tagging useful? Do people really browse by tags?

Is there a site that uses tag in such a way that I can get something substantial out of it?

I ask this because, for example, blogs all have tags and I click them occasionally, but I never get much out of it.