Purpose: Investigation of the feasibility of recruitment through nurses of patients with incurable cancer, and the feasibility (adoption, usage) and nurses' evaluation of a nurse-led self-management support intervention, integrated in continuity home visits and based on the 5 A's Behavior Change Model. Method: Questionnaire, registrations, evaluation forms, and interviews. Results: Recruitment was complicated; many patients were ineligible for participation, nurses appeared protective of their patients (gatekeeping), and recruitment during the first continuity home visit appeared to be a barrier as a lot of other issues had to be discussed. The adoption rate was 81%, meaning that 18 out of 22 nurses recruited were willing to use the intervention. The usage rate at the nurse level was 56%, meaning that 10 nurses applied the intervention in full (having applied all five A's) in at least one patient. Nurses used the intervention in full in 21 out of the 36 patients included, implying a usage rate at the patient level of 58%. Nurses' mean general satisfaction score for the intervention was 7.57 (range 0–10). Nurse were especially positive about the 5 A's model, and considered the continuity home visits to be an appropriate setting for the intervention. Conclusions: Timing of recruitment and gatekeeping complicated recruitment of patients through nurses. Although nurses were positive about the intervention, nurses often did not fully apply the intervention. To improve its usage, it is suggested that nurses should first be trained in using the 5 A's model.