Source
Census ACS · vintage 2026 · refresh cadence: annual
Census ACS B19013 — used in budget composite + price-to-income ratio
Direction of better
No universal direction; user preference determines what is "better".
Unit
Values are reported in dollars.
Where the data lives
Tables: municipality_metrics
Columns: median_household_income
Input field: median_household_income
JSON-LD example
Every value emitted by ValiFit (in /api/v1, MCP responses, on-page JSON-LD) carries a propertyID set to this metric_id, so AI clients can resolve it back here in one round-trip.
{
"@type": "PropertyValue",
"propertyID": "demographics.median_household_income",
"name": "Median Household Income",
"value": 350000,
"unitText": "dollars",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "composite",
"value": "Demographics"
},
{
"@type": "PropertyValue",
"name": "level",
"value": "city"
},
{
"@type": "PropertyValue",
"name": "direction",
"value": "optimize"
},
{
"@type": "PropertyValue",
"name": "source_year",
"value": "2026"
},
{
"@type": "PropertyValue",
"name": "fha_safe",
"value": true
}
],
"valueReference": {
"@type": "QuantitativeValue",
"additionalType": "https://valifit.com/catalog/metric",
"identifier": "demographics.median_household_income",
"sameAs": "Census ACS"
}
}For programmatic access
GET /api/v1/catalog/metrics?id=demographics.median_household_income
MCP tool: get_catalog with id="demographics.median_household_income"