{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Livingston, NJ",
  "city": "Livingston",
  "state": "NJ",
  "stateName": "New Jersey",
  "url": "https://fairappraisers.org/llm/areas/livingston-nj.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/livingston-nj.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/livingston-nj/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Livingston&state=NJ",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/NJ/",
  "profileCount": 2,
  "specialties": [
    {
      "name": "ASA",
      "count": 2
    },
    {
      "name": "Business Valuation",
      "count": 2
    }
  ],
  "searchIntents": [
    "Livingston NJ appraiser",
    "Livingston appraiser",
    "Livingston art appraiser",
    "Livingston antique appraiser",
    "Livingston personal property appraiser",
    "Livingston estate appraiser",
    "Livingston insurance appraiser",
    "Livingston ASA appraiser",
    "Livingston Business Valuation appraiser",
    "ASA appraiser in Livingston",
    "Business Valuation appraiser in Livingston",
    "NJ appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Mrs. Monica H. Kaden, ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mrs-monica-h-kaden-asa-livingston-nj/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mrs-monica-h-kaden-asa-livingston-nj/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mrs-monica-h-kaden-asa-livingston-nj/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Livingston, NJ",
      "specialties": [
        "Business Valuation",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Mr. Rufino Fernandez, Jr., ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-rufino-fernandez-jr-asa-livingston-nj/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-rufino-fernandez-jr-asa-livingston-nj/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-rufino-fernandez-jr-asa-livingston-nj/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Livingston, NJ",
      "specialties": [
        "Business Valuation",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "partial_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/livingston-nj.txt",
      "https://fairappraisers.org/llm/areas/livingston-nj.json",
      "https://fairappraisers.org/appraisers-by-city/livingston-nj/",
      "https://fairappraisers.org/directory/?city=Livingston&state=NJ",
      "https://fairappraisers.org/directory/state/NJ/",
      "https://fairappraisers.org/match/"
    ],
    "candidateProfileLimit": 2,
    "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."
  ]
}