Source
HUD FMR + Active Listings · vintage 2026 · refresh cadence: annual
Year-over-year median rent change
Direction of better
Higher values are better. Used to rank candidate towns/properties; higher score = stronger fit.
Unit
Values are reported in percent.
Default weight in Investor composite
5% of the Investor composite by default. Users can override this weight in their intake; the displayed score reflects the user's chosen weighting, never a fixed default.
Where the data lives
Tables: municipality_metrics
Columns: rent_growth_yoy
Input field: rent_growth_yoy
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": "investor.rent_growth_yoy",
"name": "Rent Growth YoY",
"value": 12.4,
"unitText": "percent",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "composite",
"value": "Investor"
},
{
"@type": "PropertyValue",
"name": "level",
"value": "city"
},
{
"@type": "PropertyValue",
"name": "direction",
"value": "higher_better"
},
{
"@type": "PropertyValue",
"name": "source_year",
"value": "2026"
},
{
"@type": "PropertyValue",
"name": "fha_safe",
"value": true
}
],
"valueReference": {
"@type": "QuantitativeValue",
"additionalType": "https://valifit.com/catalog/metric",
"identifier": "investor.rent_growth_yoy",
"sameAs": "HUD FMR + Active Listings"
},
"mentions": [
{
"@type": "Dataset",
"@id": "https://valifit.com/sources/hud-fair-market-rents",
"identifier": "HUD_FMR",
"name": "HUD Fair Market Rents",
"url": "https://www.huduser.gov/portal/datasets/fmr.html",
"sameAs": "https://www.huduser.gov/portal/datasets/fmr.html",
"creator": {
"@type": "Organization",
"name": "HUD"
},
"temporalCoverage": "annual",
"dateModified": "2026-04-01"
}
]
}For programmatic access
GET /api/v1/catalog/metrics?id=investor.rent_growth_yoy
MCP tool: get_catalog with id="investor.rent_growth_yoy"