Source
Redfin market data + state aggregate · vintage 2026 · refresh cadence: monthly
Most-recent town-level median sale price; falls back to state aggregate if town volume too low
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_home_price
Input field: median_home_price
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": "town.median_home_price",
"name": "Median Home Price (town)",
"value": 350000,
"unitText": "dollars",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "composite",
"value": "Appreciation"
},
{
"@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": "town.median_home_price",
"sameAs": "Redfin market data + state aggregate"
}
}For programmatic access
GET /api/v1/catalog/metrics?id=town.median_home_price
MCP tool: get_catalog with id="town.median_home_price"