{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Keego Harbor, MI",
  "city": "Keego Harbor",
  "state": "MI",
  "stateName": "Michigan",
  "url": "https://fairappraisers.org/llm/areas/keego-harbor-mi.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/keego-harbor-mi.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/keego-harbor-mi/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Keego%20Harbor&state=MI",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/MI/",
  "profileCount": 2,
  "specialties": [
    {
      "name": "ISA",
      "count": 1
    },
    {
      "name": "ISA AM",
      "count": 1
    }
  ],
  "searchIntents": [
    "Keego Harbor MI appraiser",
    "Keego Harbor appraiser",
    "Keego Harbor art appraiser",
    "Keego Harbor antique appraiser",
    "Keego Harbor personal property appraiser",
    "Keego Harbor estate appraiser",
    "Keego Harbor insurance appraiser",
    "Keego Harbor ISA appraiser",
    "Keego Harbor ISA AM appraiser",
    "ISA appraiser in Keego Harbor",
    "ISA AM appraiser in Keego Harbor",
    "MI appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Terri L Stearn",
      "profileUrl": "https://fairappraisers.org/appraisers/terri-l-stearn-keego-harbor-mi/",
      "llmsUrl": "https://fairappraisers.org/appraisers/terri-l-stearn-keego-harbor-mi/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/terri-l-stearn-keego-harbor-mi/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Keego Harbor, MI",
      "specialties": [
        "ISA AM"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Trista L Maltby",
      "profileUrl": "https://fairappraisers.org/appraisers/trista-l-maltby-keego-harbor-mi/",
      "llmsUrl": "https://fairappraisers.org/appraisers/trista-l-maltby-keego-harbor-mi/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/trista-l-maltby-keego-harbor-mi/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Keego Harbor, MI",
      "specialties": [
        "ISA"
      ],
      "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/keego-harbor-mi.txt",
      "https://fairappraisers.org/llm/areas/keego-harbor-mi.json",
      "https://fairappraisers.org/appraisers-by-city/keego-harbor-mi/",
      "https://fairappraisers.org/directory/?city=Keego%20Harbor&state=MI",
      "https://fairappraisers.org/directory/state/MI/",
      "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."
  ]
}