1. Describe the life you want
Choose geography, budget, setting, commute, everyday access, climate, and how strongly each preference should count. We do not ask for protected characteristics or preferred demographic composition.
2. We score eligible places
A deterministic rules engine normalizes objective metrics, applies your importance weights and hard filters, handles missing data, and uses transparent tie-breakers. Realtor sponsorship data is not available to this pipeline.
3. You investigate the fit
Each match includes reasons, compromises, uncertainty, category scores, sources, and dates. Use these as questions to research—not guarantees.