In my experience, it's unambiguously worse to produce wrong answers confidently than to return no answers, although I expect confidence men (also known as "con men") have a different opinion on this.
Hard code a preface of “My best guess is, and I could be wrong:”?
Show both the SQL query and the results and politely request that the user double check the work? Show multiple generated responses from different seeds?
