To date we have not found a way to pull a report in TI on what specific search terms have been entered.  However, we have implemented Adobe Analytics on our TI instance and that does give us a report on what our users have entered in the search bar.  Perhaps if you have Google or Adobe Analytics, you could pull the report that way?

@pjgoldstein No such thing without an analytics integration.