In this paper, researchers from Science Learning, Inc. discuss findings from an evaluation study that used interpretive carts to analyze visitor conversations. Researchers collected data using the "Rock Talk" cart to inform the redesign of the Geology, Gems & Minerals Hall at the Smithsonian's National Museum of Natural History.