It is also easy to indicate the destination of the search queries in a visually accessible format. Safari (for example) displays the word "Google" in the search field. When a site-search box is displayed in its place, it is trivial to display the name of the site instead of the word "Google". It is also trivial to reuse the favicon for the same purpose.
What do you think about this idea? Comments, suggestions, enhancements appreciated!