BackgroundCancer survival rates are increasing, but survival is often followed by several late effects. Cancer survivors’ need for complex rehabilitation is well documented, but this is mostly missing in primary healthcare.ObjectiveThe aim of this study was to explore cancer survivors’ experienced outcomes of a multidimensional rehabilitation program in primary healthcare.MethodsThe study used a qualitative method with a descriptive research design. Fifty-six cancer survivors completed a 12-week rehabilitation program built upon the 5 elements of goal setting, physical exercise, psychoeducation, individual follow-up, and peer support. Data were collected at the end of the program via 8 focus group interviews, and systematic text condensation was used to analyze the data.Results“Increased coping and participation” was identified as the overarching theme of the participants’ experienced outcomes from the program, and this was elaborated by 3 main themes: (1) “increased energy and capacity,” (2) “acceptance and understanding,” and (3) “structure and hope.”ConclusionThe multidimensional rehabilitation program seemed to address cancer survivors’ multiple challenges in survivorship. Proximity and accessibility to a local rehabilitation program and professionals’ competence seemed to be essential factors for the participants’ experienced outcomes of the program.Implication for PracticeA multidimensional rehabilitation program integrated in a Healthy Life Centre in primary healthcare may be beneficial for cancer survivors’ coping and participation in everyday life. Cancer nurses play a crucial role in initiating and facilitating such programs.