ZIP-Level Inputs
- Median sale price, price appreciation, inventory, days-on-market, and buyer demand for real estate momentum.
- Median rent, rent growth, vacancy, and lease-up speed as supporting demand signals.
- Median home price, appreciation, tax burden, insurance pressure, and likely improvement budget for acquisition risk.
- Dallas, Collin, Denton, and Tarrant-side city and county permit portals for new supply, rehab activity, and project-level permits such as windows, doors, flooring, roofs, HVAC, and electrical.
- City police open data, neighborhood crime dashboards, and county incident maps for ZIP-level crime risk.
- TEA district/campus files, district board agendas, enrollment trends, and public ranking sources for school ranking plus closure or consolidation risk.
- City utility pages, Oncor territory lookup, Atmos gas availability, water/sewer providers, and broadband maps for utility availability.
- TWC labor market information, major employer announcements, and job posting counts for work opportunities.