{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Blue Ash, OH",
  "city": "Blue Ash",
  "state": "OH",
  "stateName": "Ohio",
  "url": "https://fairappraisers.org/llm/areas/blue-ash-oh.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/blue-ash-oh.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/blue-ash-oh/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Blue%20Ash&state=OH",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/OH/",
  "profileCount": 2,
  "specialties": [
    {
      "name": "Colored Stones",
      "count": 2
    },
    {
      "name": "Diamonds",
      "count": 2
    },
    {
      "name": "Gem ID",
      "count": 2
    },
    {
      "name": "GIA GG",
      "count": 2
    },
    {
      "name": "Gold Jewelry",
      "count": 2
    },
    {
      "name": "Independent Appraiser Retail Appraiser",
      "count": 2
    },
    {
      "name": "Pearls",
      "count": 2
    },
    {
      "name": "Candidate",
      "count": 1
    },
    {
      "name": "Certified Member",
      "count": 1
    },
    {
      "name": "Estate Appraisals",
      "count": 1
    },
    {
      "name": "Estate Jewelry",
      "count": 1
    },
    {
      "name": "FMV Appraisals",
      "count": 1
    },
    {
      "name": "GIA AJP",
      "count": 1
    },
    {
      "name": "Silver Jewelry",
      "count": 1
    },
    {
      "name": "Watches",
      "count": 1
    }
  ],
  "searchIntents": [
    "Blue Ash OH appraiser",
    "Blue Ash appraiser",
    "Blue Ash art appraiser",
    "Blue Ash antique appraiser",
    "Blue Ash personal property appraiser",
    "Blue Ash estate appraiser",
    "Blue Ash insurance appraiser",
    "Blue Ash Colored Stones appraiser",
    "Blue Ash Diamonds appraiser",
    "Blue Ash Gem ID appraiser",
    "Blue Ash GIA GG appraiser",
    "Blue Ash Gold Jewelry appraiser",
    "Blue Ash Independent Appraiser Retail Appraiser appraiser",
    "Blue Ash Pearls appraiser",
    "Blue Ash Candidate appraiser",
    "Colored Stones appraiser in Blue Ash",
    "Diamonds appraiser in Blue Ash",
    "Gem ID appraiser in Blue Ash",
    "GIA GG appraiser in Blue Ash",
    "Gold Jewelry appraiser in Blue Ash",
    "Independent Appraiser Retail Appraiser appraiser in Blue Ash",
    "Pearls appraiser in Blue Ash",
    "Candidate appraiser in Blue Ash",
    "OH appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Stehlin, Claire",
      "profileUrl": "https://fairappraisers.org/appraisers/stehlin-claire-blue-ash-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/stehlin-claire-blue-ash-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/stehlin-claire-blue-ash-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Blue Ash, OH",
      "specialties": [
        "Colored Stones",
        "Diamonds",
        "Estate Jewelry",
        "Gem ID",
        "Gold Jewelry",
        "Pearls"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Young, Clifton R.",
      "profileUrl": "https://fairappraisers.org/appraisers/young-clifton-r-blue-ash-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/young-clifton-r-blue-ash-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/young-clifton-r-blue-ash-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Blue Ash, OH",
      "specialties": [
        "Colored Stones",
        "Diamonds",
        "Estate Appraisals",
        "FMV Appraisals",
        "Gem ID",
        "Gold Jewelry"
      ],
      "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/blue-ash-oh.txt",
      "https://fairappraisers.org/llm/areas/blue-ash-oh.json",
      "https://fairappraisers.org/appraisers-by-city/blue-ash-oh/",
      "https://fairappraisers.org/directory/?city=Blue%20Ash&state=OH",
      "https://fairappraisers.org/directory/state/OH/",
      "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."
  ]
}