The paper aims to construct a framework for museums’ cultural and creative product design and summarize the potential gaps in this field. To achieve this goal, the author used a literature review method integrated with a systematic review and bibliometric analysis. In the analysis stage, the paper identified two significant aspects and seven themed clusters of design research and discovered four primary potential gaps that need to be filled in the future.