Methodology

This public beta uses static sample data to demonstrate the product flow. Scores are neutral, category-based indicators and are not a substitute for official statistics, local knowledge, legal advice, financial advice, or a personal visit.

Beta disclaimer

Rankings are directional and depend on the selected weights. The sample dataset is intentionally small, so results should be treated as a product preview rather than a definitive ranking of US counties.

Default overall score

Economy
25%
Affordability
25%
Schools
20%
Safety
15%
Taxes
10%
Peace & Quiet
5%

Peace & Quiet score

Low Crime
30%
Low Density
20%
Low Traffic
15%
Low Vacancy/Blight
15%
Low High-Risk Retail Density
10%
Low HUD-Assisted Housing Density
10%

Data safeguards

The scoring model intentionally does not use religion, race, ethnicity, national origin, disability, family status, age, sex, or other protected-class variables. It also does not include mosques, churches, synagogues, temples, or any religion-specific places in the score. Future data imports should preserve this constraint.