Agent Quality Score (AQS)

Source

Outcome memory + cohort-adjusted reliability (Phase 8.E+) · vintage 2026 · refresh cadence: daily

Composite reputation score; visible to buyers.

Direction of better

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

Unit

Values are reported in score_0_100.

Where the data lives

Tables: agent_quality_scores

Columns: aqs_score

Input field: [computed]

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.aqs",
  "name": "Agent Quality Score (AQS)",
  "value": 78,
  "unitText": "score_0_100",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Agent"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "agent"
    },
    {
      "@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": "agent.aqs",
    "sameAs": "Outcome memory + cohort-adjusted reliability (Phase 8.E+)"
  },
  "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"
    }
  ]
}