It's really just a buzzword anymore.

I'd say that startup = a relatively new business. Hence the (slightly antiquated) term, "startup business."

A site that doesn't make money (or that doesn't have a business model) isn't a startup business, it's a website (or blog, or forum, or web app, etc.).