Introduction Rural communities often prioritise recruiting scarce primary care teams over prevention. We asked: How can rural residents co-design social prescribing and other prevention initiatives when workforce shortages dominate policy and funding priorities? We considered three place-based pilots that we have helped facilitate since 2022: a Commonwealth-funded Thin Markets project in Stanhope (Victoria)(2025-), a nurse-led primary care model in the Errinundra–Snowy region of Far East Gippsland (2024-25), and the City of Greater Bendigo library-based social prescribing program. Method Using participatory action research and a utilisation-focused evaluation design, we facilitated community codesign workshops, governance groups, service utilisation analysis, and mixed-methods evaluations. Data included service activity (e.g. n > 800 visits in Errinundra–Snowy), client surveys, stakeholder interviews, and health outcome indicators. Results Stanhope residents have endorsed a nurse-led model supported by visiting GPs (2 days/month plus telehealth) and allied health outreach. Errinundra–Snowy achieved early outcomes: one-third of residents engaged in primary care in 12 months, with reduced travel, earlier detection of chronic conditions, and improved mental wellbeing. Bendigo’s link-worker program demonstrated significant improvements in social connectedness for socially isolated clients, though sustainability required stronger GP engagement. In contrast, an attempted Darling Downs (Queensland) social prescribing rollout faltered without a dedicated link worker, illustrating critical workforce dependencies.