Objective Stroke has a major impact on a person's life. While much research exists on stroke prevention and treatment, explorations into psychosocial recovery needs are lacking. This review critically consolidates the challenges and needs of stroke survivors and develops a trajectory that encapsulates their journey from illness to recovery. Data sources Six major databases were searched, including Academic Search Premier, CINAHL, Global Health, Medline, PsycArticles, and PsycINFO. Methods This review adhered to the PRISMA guidelines and employed the PICo (population, phenomena of interest, context) framework to screen for relevant qualitative reviews published between 1 January 2010 and 31 August 2023. Following full-text screening and the assessment of methodological quality using a modified version of the Assessment of Multiple Systematic Reviews scale, a total of 17 reviews were included for thematic synthesis. Results Included reviews referenced 400 qualitative primary studies involving more than 5623 stroke survivors. Data synthesis revealed 18 themes that were further organized into six conceptual categories: (1) The unfamiliar body, (2) compassionate healthcare system, (3) holistic rehabilitation, (4) intrapersonal strength, (5) interpersonal relations, and (6) thriving forward to form the psychosocial rehabilitation trajectory of stroke survivor (PReTS) model. The model recognizes the losses that can occur after a stroke and emphasizes the essentiality of addressing psycho-socio-emotional and spiritual needs alongside physical impairments. Conclusion The PReTS model is the first to highlight stroke survivors’ losses, recovery journeys, and psychosocial needs. The conceptualization serves to inform and advance stroke rehabilitation practices with holistic and wellness recovery research.