{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Cumming, GA",
  "city": "Cumming",
  "state": "GA",
  "stateName": "Georgia",
  "url": "https://fairappraisers.org/llm/areas/cumming-ga.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/cumming-ga.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/cumming-ga/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Cumming&state=GA",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/GA/",
  "profileCount": 3,
  "specialties": [
    {
      "name": "ASA",
      "count": 3
    },
    {
      "name": "Business Valuation",
      "count": 2
    },
    {
      "name": "Machinery & Technical Specialties",
      "count": 1
    },
    {
      "name": "Machinery and Equipment",
      "count": 1
    },
    {
      "name": "MTS - Machinery and Equipment",
      "count": 1
    }
  ],
  "searchIntents": [
    "Cumming GA appraiser",
    "Cumming appraiser",
    "Cumming art appraiser",
    "Cumming antique appraiser",
    "Cumming personal property appraiser",
    "Cumming estate appraiser",
    "Cumming insurance appraiser",
    "Cumming ASA appraiser",
    "Cumming Business Valuation appraiser",
    "Cumming Machinery & Technical Specialties appraiser",
    "Cumming Machinery and Equipment appraiser",
    "Cumming MTS - Machinery and Equipment appraiser",
    "ASA appraiser in Cumming",
    "Business Valuation appraiser in Cumming",
    "Machinery & Technical Specialties appraiser in Cumming",
    "Machinery and Equipment appraiser in Cumming",
    "MTS - Machinery and Equipment appraiser in Cumming",
    "GA appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Mr. Leland E. Martin, ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-leland-e-martin-asa-cumming-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-leland-e-martin-asa-cumming-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-leland-e-martin-asa-cumming-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Cumming, GA",
      "specialties": [
        "Machinery & Technical Specialties",
        "Machinery and Equipment",
        "MTS - Machinery and Equipment",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "partial_public_detail"
    },
    {
      "name": "Mr. Daniel J. Korczyk, ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mr-daniel-j-korczyk-asa-cumming-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mr-daniel-j-korczyk-asa-cumming-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mr-daniel-j-korczyk-asa-cumming-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Cumming, GA",
      "specialties": [
        "Business Valuation",
        "ASA"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "partial_public_detail"
    },
    {
      "name": "Mrs. Sarah Ellen DeKreek, ASA",
      "profileUrl": "https://fairappraisers.org/appraisers/mrs-sarah-ellen-dekreek-asa-cumming-ga/",
      "llmsUrl": "https://fairappraisers.org/appraisers/mrs-sarah-ellen-dekreek-asa-cumming-ga/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/mrs-sarah-ellen-dekreek-asa-cumming-ga/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Cumming, GA",
      "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/cumming-ga.txt",
      "https://fairappraisers.org/llm/areas/cumming-ga.json",
      "https://fairappraisers.org/appraisers-by-city/cumming-ga/",
      "https://fairappraisers.org/directory/?city=Cumming&state=GA",
      "https://fairappraisers.org/directory/state/GA/",
      "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."
  ]
}