{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Southampton, PA",
  "city": "Southampton",
  "state": "PA",
  "stateName": "Pennsylvania",
  "url": "https://fairappraisers.org/llm/areas/southampton-pa.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/southampton-pa.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/southampton-pa/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Southampton&state=PA",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/PA/",
  "profileCount": 2,
  "specialties": [
    {
      "name": "Candidate",
      "count": 1
    },
    {
      "name": "Decorative Arts & Accessories",
      "count": 1
    },
    {
      "name": "General Appraisals",
      "count": 1
    },
    {
      "name": "GIA GG",
      "count": 1
    },
    {
      "name": "Gold Jewelry",
      "count": 1
    },
    {
      "name": "Independent Appraiser Retail Appraiser",
      "count": 1
    },
    {
      "name": "ISA CAPP",
      "count": 1
    },
    {
      "name": "ISA Certified",
      "count": 1
    },
    {
      "name": "Jewelry Design",
      "count": 1
    },
    {
      "name": "Lecturing/Teaching",
      "count": 1
    },
    {
      "name": "Objet d'art & De Vertu",
      "count": 1
    },
    {
      "name": "Paintings - 20th Century",
      "count": 1
    },
    {
      "name": "Silver - 20th Century",
      "count": 1
    },
    {
      "name": "Silver - Sterling",
      "count": 1
    }
  ],
  "searchIntents": [
    "Southampton PA appraiser",
    "Southampton appraiser",
    "Southampton art appraiser",
    "Southampton antique appraiser",
    "Southampton personal property appraiser",
    "Southampton estate appraiser",
    "Southampton insurance appraiser",
    "Southampton Candidate appraiser",
    "Southampton Decorative Arts & Accessories appraiser",
    "Southampton General Appraisals appraiser",
    "Southampton GIA GG appraiser",
    "Southampton Gold Jewelry appraiser",
    "Southampton Independent Appraiser Retail Appraiser appraiser",
    "Southampton ISA CAPP appraiser",
    "Southampton ISA Certified appraiser",
    "Candidate appraiser in Southampton",
    "Decorative Arts & Accessories appraiser in Southampton",
    "General Appraisals appraiser in Southampton",
    "GIA GG appraiser in Southampton",
    "Gold Jewelry appraiser in Southampton",
    "Independent Appraiser Retail Appraiser appraiser in Southampton",
    "ISA CAPP appraiser in Southampton",
    "ISA Certified appraiser in Southampton",
    "PA appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Cindy Stephenson",
      "profileUrl": "https://fairappraisers.org/appraisers/cindy-stephenson-southampton-pa/",
      "llmsUrl": "https://fairappraisers.org/appraisers/cindy-stephenson-southampton-pa/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/cindy-stephenson-southampton-pa/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Southampton, PA",
      "specialties": [
        "Decorative Arts & Accessories",
        "Objet d'art & De Vertu",
        "Paintings - 20th Century",
        "Silver - 20th Century",
        "Silver - Sterling",
        "ISA CAPP"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Whitby, Olivia",
      "profileUrl": "https://fairappraisers.org/appraisers/whitby-olivia-southampton-pa/",
      "llmsUrl": "https://fairappraisers.org/appraisers/whitby-olivia-southampton-pa/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/whitby-olivia-southampton-pa/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Southampton, PA",
      "specialties": [
        "General Appraisals",
        "Gold Jewelry",
        "Jewelry Design",
        "Lecturing/Teaching",
        "Candidate",
        "GIA GG"
      ],
      "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/southampton-pa.txt",
      "https://fairappraisers.org/llm/areas/southampton-pa.json",
      "https://fairappraisers.org/appraisers-by-city/southampton-pa/",
      "https://fairappraisers.org/directory/?city=Southampton&state=PA",
      "https://fairappraisers.org/directory/state/PA/",
      "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."
  ]
}