Avg Response Time (hours)

Source

Outcome memory layer (Phase 1.J) — measured from lead-routing to first contact · vintage 2026 · refresh cadence: live

Lower is better; correlates with conversion. Tracked by lead_assignments timing

Direction of better

Lower values are better. Used to rank candidate towns/properties; lower score = stronger fit.

Unit

Values are reported in hours.

Default weight in Agent composite

12% of the Agent 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: agent_profiles

Columns: response_time_hours

Input field: response_time_hours

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": "agent.response_time_hours",
  "name": "Avg Response Time (hours)",
  "value": "example",
  "unitText": "hours",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Agent"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "agent"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "lower_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": "agent.response_time_hours",
    "sameAs": "Outcome memory layer (Phase 1.J) — measured from lead-routing to first contact"
  },
  "mentions": [
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/agent-self",
      "identifier": "AGENT_SELF",
      "name": "Agent Self-Declared + Outcome-Validated",
      "url": "https://valifit.com/agent/onboard",
      "sameAs": "https://valifit.com/agent/onboard",
      "creator": {
        "@type": "Organization",
        "name": "ValiFit agent + verification engine"
      },
      "temporalCoverage": "live",
      "dateModified": "2026-05-11"
    },
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/valifit-internal",
      "identifier": "VALIFIT_INTERNAL",
      "name": "ValiFit Internal Compute",
      "url": "https://valifit.com/trust/methodology",
      "sameAs": "https://valifit.com/trust/methodology",
      "creator": {
        "@type": "Organization",
        "name": "ValiFit"
      },
      "temporalCoverage": "live",
      "dateModified": "2026-05-11"
    }
  ]
}