The default WordPress behavior when a search is submitted with an empty search field is to simply return the main index with no notice at all. This is disorienting and confusing. The plug-in will change this so that the submission of an empty search field will return the same as a search with no results, which makes a great deal more sense in terms of user feedback. Further reading on form feedback.