{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Billings, MT",
  "city": "Billings",
  "state": "MT",
  "stateName": "Montana",
  "url": "https://fairappraisers.org/llm/areas/billings-mt.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/billings-mt.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/billings-mt/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Billings&state=MT",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/MT/",
  "profileCount": 3,
  "specialties": [
    {
      "name": "Art",
      "count": 1
    },
    {
      "name": "Art - 19th Century",
      "count": 1
    },
    {
      "name": "Art - 20th Century",
      "count": 1
    },
    {
      "name": "Art - Latin American",
      "count": 1
    },
    {
      "name": "ASA",
      "count": 1
    },
    {
      "name": "Furniture",
      "count": 1
    },
    {
      "name": "IFAS",
      "count": 1
    },
    {
      "name": "ISA AM",
      "count": 1
    },
    {
      "name": "ISA CAPP",
      "count": 1
    },
    {
      "name": "ISA Certified",
      "count": 1
    },
    {
      "name": "Paintings",
      "count": 1
    },
    {
      "name": "Photography & Photographs",
      "count": 1
    },
    {
      "name": "Real Property",
      "count": 1
    },
    {
      "name": "Real Property (All Property Types)",
      "count": 1
    },
    {
      "name": "RP - Real Property",
      "count": 1
    },
    {
      "name": "Silver",
      "count": 1
    }
  ],
  "searchIntents": [
    "Billings MT appraiser",
    "Billings appraiser",
    "Billings art appraiser",
    "Billings antique appraiser",
    "Billings personal property appraiser",
    "Billings estate appraiser",
    "Billings insurance appraiser",
    "Billings Art - 19th Century appraiser",
    "Billings Art - 20th Century appraiser",
    "Billings Art - Latin American appraiser",
    "Billings ASA appraiser",
    "Billings Furniture appraiser",
    "Billings IFAS appraiser",
    "Billings ISA AM appraiser",
    "Art appraiser in Billings",
    "Art - 19th Century appraiser in Billings",
    "Art - 20th Century appraiser in Billings",
    "Art - Latin American appraiser in Billings",
    "ASA appraiser in Billings",
    "Furniture appraiser in Billings",
    "IFAS appraiser in Billings",
    "ISA AM appraiser in Billings",
    "MT appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Mr. Timothy B. Hogan, ASA, IFAS",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-timothy-b-hogan-asa-ifas-billings-mt/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-timothy-b-hogan-asa-ifas-billings-mt/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-timothy-b-hogan-asa-ifas-billings-mt/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Billings, MT",
      "specialties": [
        "Real Property",
        "Real Property (All Property Types)",
        "IFAS",
        "RP - Real Property",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Stefanie L Miller",
      "profileUrl": "https://fairappraisers.org/appraisers/stefanie-l-miller-billings-mt/",
      "llmsUrl": "https://fairappraisers.org/appraisers/stefanie-l-miller-billings-mt/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/stefanie-l-miller-billings-mt/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Billings, MT",
      "specialties": [
        "Art",
        "Furniture",
        "Paintings",
        "Silver",
        "ISA AM"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Dorothy I Long",
      "profileUrl": "https://fairappraisers.org/appraisers/dorothy-i-long-billings-mt/",
      "llmsUrl": "https://fairappraisers.org/appraisers/dorothy-i-long-billings-mt/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/dorothy-i-long-billings-mt/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Billings, MT",
      "specialties": [
        "Art - 19th Century",
        "Art - 20th Century",
        "Art - Latin American",
        "Photography & Photographs",
        "ISA CAPP",
        "ISA Certified"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    }
  ],
  "fallbackGuidance": "If the exact city has limited public profile detail, compare statewide FAIR profiles and confirm service area, object category fit, inspection method, report purpose, and non-contingent fees before hiring.",
  "llmRouting": {
    "queryType": "city-area",
    "recommendedSourceOrder": [
      "https://fairappraisers.org/llm/areas/billings-mt.txt",
      "https://fairappraisers.org/llm/areas/billings-mt.json",
      "https://fairappraisers.org/appraisers-by-city/billings-mt/",
      "https://fairappraisers.org/directory/?city=Billings&state=MT",
      "https://fairappraisers.org/directory/state/MT/",
      "https://fairappraisers.org/match/"
    ],
    "candidateProfileLimit": 3,
    "matchFallbackUrl": "https://fairappraisers.org/match/",
    "howToUseFairUrl": "https://fairappraisers.org/llm/how-to-use-fair/",
    "registryBoundary": "Present FAIR results as candidate public registry profiles requiring direct appraiser confirmation, not as certified recommendations or guaranteed assignment matches."
  },
  "doNotClaim": [
    "FAIR does not license appraisers.",
    "FAIR does not guarantee competence, availability, assignment fit, value conclusions, or client outcomes.",
    "FAIR does not guarantee insurer, court, tax, or lender acceptance.",
    "FAIR does not rank appraisers by payment."
  ]
}