{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Fredericksburg, VA",
  "city": "Fredericksburg",
  "state": "VA",
  "stateName": "Virginia",
  "url": "https://fairappraisers.org/llm/areas/fredericksburg-va.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/fredericksburg-va.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/fredericksburg-va/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Fredericksburg&state=VA",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/VA/",
  "profileCount": 7,
  "specialties": [
    {
      "name": "ISA AM",
      "count": 4
    },
    {
      "name": "Candidate",
      "count": 2
    },
    {
      "name": "GIA GG",
      "count": 2
    },
    {
      "name": "Independent Appraiser Retail Appraiser",
      "count": 2
    },
    {
      "name": "Charitable Donation Appraisals",
      "count": 1
    },
    {
      "name": "Colored Stones",
      "count": 1
    },
    {
      "name": "Diamonds",
      "count": 1
    },
    {
      "name": "Furniture - 19th Century",
      "count": 1
    },
    {
      "name": "Furniture - 20th Century",
      "count": 1
    },
    {
      "name": "Furniture - American",
      "count": 1
    },
    {
      "name": "Furniture - European",
      "count": 1
    },
    {
      "name": "Gem ID",
      "count": 1
    },
    {
      "name": "GIA AJP",
      "count": 1
    },
    {
      "name": "RGA",
      "count": 1
    },
    {
      "name": "Writer/Researcher",
      "count": 1
    }
  ],
  "searchIntents": [
    "Fredericksburg VA appraiser",
    "Fredericksburg appraiser",
    "Fredericksburg art appraiser",
    "Fredericksburg antique appraiser",
    "Fredericksburg personal property appraiser",
    "Fredericksburg estate appraiser",
    "Fredericksburg insurance appraiser",
    "Fredericksburg ISA AM appraiser",
    "Fredericksburg Candidate appraiser",
    "Fredericksburg GIA GG appraiser",
    "Fredericksburg Independent Appraiser Retail Appraiser appraiser",
    "Fredericksburg Charitable Donation Appraisals appraiser",
    "Fredericksburg Colored Stones appraiser",
    "Fredericksburg Diamonds appraiser",
    "Fredericksburg Furniture - 19th Century appraiser",
    "ISA AM appraiser in Fredericksburg",
    "Candidate appraiser in Fredericksburg",
    "GIA GG appraiser in Fredericksburg",
    "Independent Appraiser Retail Appraiser appraiser in Fredericksburg",
    "Charitable Donation Appraisals appraiser in Fredericksburg",
    "Colored Stones appraiser in Fredericksburg",
    "Diamonds appraiser in Fredericksburg",
    "Furniture - 19th Century appraiser in Fredericksburg",
    "VA appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Jessica I Marschall",
      "profileUrl": "https://fairappraisers.org/appraisers/jessica-i-marschall-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/jessica-i-marschall-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/jessica-i-marschall-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "Furniture - 19th Century",
        "Furniture - 20th Century",
        "Furniture - American",
        "Furniture - European",
        "ISA AM"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Pakes, Brenna",
      "profileUrl": "https://fairappraisers.org/appraisers/pakes-brenna-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/pakes-brenna-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/pakes-brenna-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "Colored Stones",
        "Diamonds",
        "Gem ID",
        "Writer/Researcher",
        "Candidate",
        "GIA GG"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Houck, Noah Zachary",
      "profileUrl": "https://fairappraisers.org/appraisers/houck-noah-zachary-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/houck-noah-zachary-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/houck-noah-zachary-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "Candidate",
        "GIA AJP",
        "GIA GG",
        "RGA",
        "Independent Appraiser Retail Appraiser"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "partial_public_detail"
    },
    {
      "name": "AnnMarie Smith Buckles",
      "profileUrl": "https://fairappraisers.org/appraisers/annmarie-smith-buckles-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/annmarie-smith-buckles-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/annmarie-smith-buckles-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "ISA AM"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Green Donation Consultants",
      "profileUrl": "https://fairappraisers.org/appraisers/green-donation-consultants-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/green-donation-consultants-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/green-donation-consultants-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "Charitable Donation Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Patrick M Smith Sr",
      "profileUrl": "https://fairappraisers.org/appraisers/patrick-m-smith-sr-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/patrick-m-smith-sr-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/patrick-m-smith-sr-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "ISA AM"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Faranak M Wallace",
      "profileUrl": "https://fairappraisers.org/appraisers/faranak-m-wallace-fredericksburg-va/",
      "llmsUrl": "https://fairappraisers.org/appraisers/faranak-m-wallace-fredericksburg-va/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/faranak-m-wallace-fredericksburg-va/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Fredericksburg, VA",
      "specialties": [
        "ISA AM"
      ],
      "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/fredericksburg-va.txt",
      "https://fairappraisers.org/llm/areas/fredericksburg-va.json",
      "https://fairappraisers.org/appraisers-by-city/fredericksburg-va/",
      "https://fairappraisers.org/directory/?city=Fredericksburg&state=VA",
      "https://fairappraisers.org/directory/state/VA/",
      "https://fairappraisers.org/match/"
    ],
    "candidateProfileLimit": 7,
    "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."
  ]
}
