ToolAssay

See which industries are unusually concentrated in a U.S

See which industries are unusually concentrated in a U.S. county using validated BLS QCEW location quotients, employment shares and wage comparisons.

Answeringour last check, 2026-09-27
1 of 1checks answered this week
1379 msmedian answer time
$0.01listed price per call
$0.01price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://agent-vending-production.up.railway.app/v1/industry-specialization

CategoryEverything else
Provider hostagent-vending-production.up.railway.app
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-27 valid payment request 402$0.01 1379 ms

Example input (from the provider)

{
  "body": {
    "county": "Ventura County, CA",
    "top_n": 10
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "examples": [
            {
              "county": "Ventura County, CA",
              "top_n": 10
            },
            {
              "county": "Ventura County, CA",
              "sector": "54"
            },
            {
              "county": "Ventura County, CA",
              "sectors": [
                "31-33",
                "54",
                "62"
              ]
            }
          ],
          "properties": {
            "county": {
              "oneOf": [
                {
                  "description": "\"County Name, ST\" (e.g. \"Ventura County, CA\") or 5-digit county FIPS",
                  "type": "string"
                },
                {
                  "additionalProperties": false,
                  "description": "A U.S. county (by name + state, or 5-digit FIPS) or a state (Local Economy Intelligence only).",
                  "properties": {
                    "fips": {
                      "description": "5-digit county FIPS (or 2-digit state FIPS)",
                      "type": "string"
                    },
                    "name": {
                      "description": "e.g. \"Ventura County\" or \"California\"",
                      "type": "string"
                    },
                    "state": {
                      "description": "State name, postal code or FIPS (for county names)",
                      "type": "string"
                    },
                    "type": {
                      "enum": [
                        "county",
                        "state"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                }
              ]
            },
            "growth_window": {
              "description": "Only NAICS-compatible window; windows crossing 2021->2022 are refused",
              "enum": [
                "2022-2025"
              ],
              "type": "string"
            },
            "include_growth": {
              "type": "boolean"
            },
            "sector": {
              "description": "2-digit NAICS sector (private)",
              "enum": [
                "11",
                "21",
                "22",
                "23",
                "31-33",
                "42",
                "44-45",
                "48-49",
                "51",
                "52",
                "53",
                "54",
                "55",
                "56",
                "61",
                "62",
                "71",
                "72",
                "81"
              ],
              "type": "string"
            },
            "sectors": {
              "items": {
                "description": "2-digit NAICS sector (private)",
                "enum": [
                  "11",
                  "21",
                  "22",
                  "23",
                  "31-33",
                  "42",
                  "44-45",
                  "48-49",
                  "51",
                  "52",
                  "53",
                  "54",
                  "55",
                  "56",
                  "61",
                  "62",
                  "71",
                  "72",
                  "81"
                ],
                "type": "string"
              },
              "maxItems": 19,
              "type": "array"
            },
            "top_n": {
              "description": "Full profile; default 10",
              "maximum": 19,
              "minimum": 1,
              "type": "integer"
            },
            "vintage_mode": {
              "description": "latest_available = QCEW 2025 (default); aligned_2023 = QCEW 2023",
              "enum": [
                "latest_available",
                "aligned_2023"
              ],
              "type": "string"
            }
          },
          "required": [
            "county"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST",
            "PUT",
            "PATCH"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "description": "HTTP 200 = fulfilled result (charged $0.01). Refusals and errors are never charged: 400 INVALID_* (malformed input, unknown county, invalid sector/metric/vintage), 422 NOT_SUPPORTED (unsupported geography type, all requested values suppressed, research-only feature, incompatible NAICS/vintage), 503 DATA_UNAVAILABLE, 500; all include charged=false.",
          "properties": {
            "charged": {
              "type": "boolean"
            },
            "error": {
              "type": "object"
            },
            "product": {
              "type": "string"
            },
            "provenance": {
              "type": "object"
            },
            "status": {
              "type": "string"
            }
          },
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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