The Center for Medicare and Medicaid Services’ recently announced Accountable Health Communities (AHC) model aims to better integrate social needs into the clinical realm. Housing quality and insecurity is a core area that providers should screen for and address by linking beneficiaries with community service agencies. However, the effectiveness of the AHC model may be limited if there is a paucity of services to meet the needs that health care providers identify and if these services are not optimized to improve health. Changes in housing policy that better enable low-income families to live in low-poverty neighborhoods that promote health are critical in advancing the goals of the AHC model.