Health service and systems researchers have developed knowledge translation strategies to facilitate the use of reliable evidence for policy, including rapid response briefs as timely and responsive tools supporting decision making. However, little is known about users’ experience with these newer formats for presenting evidence. We sought to explore Ugandan policymakers’ experience with rapid response briefs in order to develop a format acceptable for policymakers.