We recently announced Elicit Reports: fully-automated research overviews for actual researchers, inspired by systematic reviews. Through external evaluation by researcher specialists, we find that Elicit Reports produce higher quality research overviews and save more time than the other “deep research” tools, including well-known ones like ChatGPT Deep Research,