Source
Overture Maps · vintage 2026 · refresh cadence: quarterly
Direction of better
Higher values are better. Used to rank candidate towns/properties; higher score = stronger fit.
Default weight in Livability composite
30% of the Livability 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_poi_counts, overture_places, municipality_metrics
Columns: restaurants,coffee,bars, [computed], restaurants,coffee,bars
Input field: poiInRadius
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": "livability.dining_culture_variety",
"name": "Dining & Culture Variety",
"value": "example",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "composite",
"value": "Livability"
},
{
"@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": "livability.dining_culture_variety",
"sameAs": "Overture Maps"
},
"mentions": [
{
"@type": "Dataset",
"@id": "https://valifit.com/sources/overture-maps",
"identifier": "OVERTURE_MAPS",
"name": "Overture Maps Foundation",
"url": "https://overturemaps.org/",
"sameAs": "https://overturemaps.org/",
"creator": {
"@type": "Organization",
"name": "Microsoft + Meta + AWS + TomTom"
},
"temporalCoverage": "monthly",
"dateModified": "2026-04-01"
}
]
}For programmatic access
GET /api/v1/catalog/metrics?id=livability.dining_culture_variety
MCP tool: get_catalog with id="livability.dining_culture_variety"