This meta-ethnography of 23 qualitative studies synthesized the psychosocial experiences of HPV-positive oropharyngeal cancer patients during early recovery after (chemo)radiotherapy, identifying five core constructs related to support gaps, identity changes, recovery expectations, coping, and adjustment.