{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Atlanta, GA",
  "city": "Atlanta",
  "state": "GA",
  "stateName": "Georgia",
  "url": "https://fairappraisers.org/llm/areas/atlanta-ga.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/atlanta-ga.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/atlanta-ga/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Atlanta&state=GA",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/GA/",
  "profileCount": 57,
  "specialties": [
    {
      "name": "ASA",
      "count": 26
    },
    {
      "name": "Business Valuation",
      "count": 19
    },
    {
      "name": "Estate Appraisals",
      "count": 13
    },
    {
      "name": "Antiques and Personal Property",
      "count": 10
    },
    {
      "name": "Fine Art",
      "count": 8
    },
    {
      "name": "Insurance Appraisals",
      "count": 6
    },
    {
      "name": "Jewelry",
      "count": 6
    },
    {
      "name": "Machinery & Technical Specialties",
      "count": 5
    },
    {
      "name": "Antique Appraisals",
      "count": 4
    },
    {
      "name": "Real Property",
      "count": 4
    },
    {
      "name": "Real Property (All Property Types)",
      "count": 4
    },
    {
      "name": "RP - Real Property",
      "count": 4
    },
    {
      "name": "AM",
      "count": 3
    },
    {
      "name": "Candidate",
      "count": 3
    },
    {
      "name": "Equitable Division",
      "count": 3
    },
    {
      "name": "Estate Sales",
      "count": 3
    }
  ],
  "searchIntents": [
    "Atlanta GA appraiser",
    "Atlanta appraiser",
    "Atlanta art appraiser",
    "Atlanta antique appraiser",
    "Atlanta personal property appraiser",
    "Atlanta estate appraiser",
    "Atlanta insurance appraiser",
    "Atlanta ASA appraiser",
    "Atlanta Business Valuation appraiser",
    "Atlanta Estate Appraisals appraiser",
    "Atlanta Antiques and Personal Property appraiser",
    "Atlanta Fine Art appraiser",
    "Atlanta Insurance Appraisals appraiser",
    "Atlanta Jewelry appraiser",
    "Atlanta Machinery & Technical Specialties appraiser",
    "ASA appraiser in Atlanta",
    "Business Valuation appraiser in Atlanta",
    "Estate Appraisals appraiser in Atlanta",
    "Antiques and Personal Property appraiser in Atlanta",
    "Fine Art appraiser in Atlanta",
    "Insurance Appraisals appraiser in Atlanta",
    "Jewelry appraiser in Atlanta",
    "Machinery & Technical Specialties appraiser in Atlanta",
    "GA appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Aaron Art and Antiques Appraisal Services",
      "profileUrl": "https://fairappraisers.org/appraisers/aaron-art-and-antiques-appraisal-services-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/aaron-art-and-antiques-appraisal-services-atlanta-ga/llms.txt",
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      "location": "Atlanta, GA",
      "specialties": [
        "Fine Art",
        "Antiques and Personal Property",
        "Jewelry",
        "Estate Appraisals",
        "Insurance Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Ahlers & Ogletree",
      "profileUrl": "https://fairappraisers.org/appraisers/ahlers-and-ogletree-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/ahlers-and-ogletree-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/ahlers-and-ogletree-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Fine Art",
        "Antiques and Personal Property",
        "Jewelry",
        "Estate Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Ahlstrom Appraisals",
      "profileUrl": "https://fairappraisers.org/appraisers/ahlstrom-appraisals-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/ahlstrom-appraisals-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/ahlstrom-appraisals-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Fine Art",
        "Rare Books",
        "Archives",
        "20th-Century Design",
        "Special Collections",
        "Antiques"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Beermann Art Advisory",
      "profileUrl": "https://fairappraisers.org/appraisers/beermann-art-advisory-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/beermann-art-advisory-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/beermann-art-advisory-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Antique Furniture",
        "19th Century Art",
        "20th Century Art",
        "21st Century Art",
        "Decorative Arts",
        "Insurance Coverage"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Berry, Juliana",
      "profileUrl": "https://fairappraisers.org/appraisers/berry-juliana-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/berry-juliana-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/berry-juliana-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Antique & Period Jewelry",
        "Colored Stones",
        "Diamonds",
        "Estate Jewelry",
        "Gem ID",
        "Gold Jewelry"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Courtney Ahlstrom Christy",
      "profileUrl": "https://fairappraisers.org/appraisers/courtney-ahlstrom-christy-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/courtney-ahlstrom-christy-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/courtney-ahlstrom-christy-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Books",
        "Decorative Arts & Accessories",
        "Documents",
        "Ephemera",
        "Objet d'art & De Vertu",
        "ISA CAPP"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Hawkins Appraisal Services",
      "profileUrl": "https://fairappraisers.org/appraisers/hawkins-appraisal-services-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/hawkins-appraisal-services-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/hawkins-appraisal-services-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "General Residential Contents",
        "Antiques & Decorative Arts",
        "Furniture",
        "Silver",
        "Porcelain",
        "Glass"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "J.W. Appraisals, Diminished Value Appraisers",
      "profileUrl": "https://fairappraisers.org/appraisers/j-w-appraisals-diminished-value-appraisers-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/j-w-appraisals-diminished-value-appraisers-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/j-w-appraisals-diminished-value-appraisers-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Antique and personal property appraisals",
        "Antiques and Personal Property",
        "Jewelry",
        "Estate Appraisals",
        "Insurance Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Lin, Sabrina",
      "profileUrl": "https://fairappraisers.org/appraisers/lin-sabrina-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/lin-sabrina-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/lin-sabrina-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Colored Stones",
        "Diamonds",
        "Estate Jewelry",
        "Gem ID",
        "Gold Jewelry",
        "Jewelry Design"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Mr. Jeffrey Miller, ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-jeffrey-miller-asa-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-jeffrey-miller-asa-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-jeffrey-miller-asa-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Real Property",
        "Real Property (All Property Types)",
        "RP - Real Property",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Mr. Keith M. Bransky, ASA, ARM",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-keith-m-bransky-asa-arm-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-keith-m-bransky-asa-arm-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-keith-m-bransky-asa-arm-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Machinery & Technical Specialties",
        "Aircraft",
        "Appraisal Review & Management",
        "MTS - Aircraft",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Mrs. Elizabeth L. Lovett, AM",
      "profileUrl": "https://fairappraisers.org/appraisers/mrs-elizabeth-l-lovett-am-atlanta-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mrs-elizabeth-l-lovett-am-atlanta-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mrs-elizabeth-l-lovett-am-atlanta-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Atlanta, GA",
      "specialties": [
        "Personal Property",
        "Fine Arts",
        "PP - Fine Arts",
        "AM"
      ],
      "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/atlanta-ga.txt",
      "https://fairappraisers.org/llm/areas/atlanta-ga.json",
      "https://fairappraisers.org/appraisers-by-city/atlanta-ga/",
      "https://fairappraisers.org/directory/?city=Atlanta&state=GA",
      "https://fairappraisers.org/directory/state/GA/",
      "https://fairappraisers.org/match/"
    ],
    "candidateProfileLimit": 12,
    "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."
  ]
}