{
  "schemaVersion": "fair-area-llm-v1",
  "type": "FAIRAppraiserArea",
  "area": "Toledo, OH",
  "city": "Toledo",
  "state": "OH",
  "stateName": "Ohio",
  "url": "https://fairappraisers.org/llm/areas/toledo-oh.json",
  "llmsUrl": "https://fairappraisers.org/llm/areas/toledo-oh.txt",
  "cityDirectoryUrl": "https://fairappraisers.org/appraisers-by-city/toledo-oh/",
  "directoryUrl": "https://fairappraisers.org/directory/?city=Toledo&state=OH",
  "stateDirectoryUrl": "https://fairappraisers.org/directory/state/OH/",
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    {
      "name": "Antique Appraisals",
      "count": 10
    },
    {
      "name": "Estate Valuations",
      "count": 7
    },
    {
      "name": "Antique Furniture",
      "count": 5
    },
    {
      "name": "Antiques and Personal Property",
      "count": 5
    },
    {
      "name": "Estate Appraisals",
      "count": 5
    },
    {
      "name": "Insurance Appraisals",
      "count": 5
    },
    {
      "name": "Vintage Collectibles",
      "count": 5
    },
    {
      "name": "Fine Art",
      "count": 4
    },
    {
      "name": "Antiques",
      "count": 3
    },
    {
      "name": "Collectibles",
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    },
    {
      "name": "Estate Jewelry",
      "count": 3
    },
    {
      "name": "General Antiques",
      "count": 3
    },
    {
      "name": "Antique Jewelry",
      "count": 2
    },
    {
      "name": "Consignment",
      "count": 2
    },
    {
      "name": "Estate Items",
      "count": 2
    },
    {
      "name": "Jewelry",
      "count": 2
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  ],
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    "Toledo appraiser",
    "Toledo art appraiser",
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    "Toledo personal property appraiser",
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    "Toledo insurance appraiser",
    "Toledo Antique Appraisals appraiser",
    "Toledo Estate Valuations appraiser",
    "Toledo Antique Furniture appraiser",
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    "Toledo Estate Appraisals appraiser",
    "Toledo Insurance Appraisals appraiser",
    "Toledo Vintage Collectibles appraiser",
    "Toledo Fine Art appraiser",
    "Antique Appraisals appraiser in Toledo",
    "Estate Valuations appraiser in Toledo",
    "Antique Furniture appraiser in Toledo",
    "Antiques and Personal Property appraiser in Toledo",
    "Estate Appraisals appraiser in Toledo",
    "Insurance Appraisals appraiser in Toledo",
    "Vintage Collectibles appraiser in Toledo",
    "Fine Art appraiser in Toledo",
    "OH appraiser directory"
  ],
  "topProfiles": [
    {
      "name": "Estate Jewelers of Toledo",
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      "llmsUrl": "https://fairappraisers.org/appraisers/estate-jewelers-of-toledo/llms.txt",
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        "Estate Jewelry",
        "Vintage Watches",
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        "Antiques",
        "Antique Appraisals"
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      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Heritage Valuations Toledo",
      "profileUrl": "https://fairappraisers.org/appraisers/heritage-valuations-toledo/",
      "llmsUrl": "https://fairappraisers.org/appraisers/heritage-valuations-toledo/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/heritage-valuations-toledo/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Antique Furniture",
        "Vintage Collectibles",
        "Estate Jewelry",
        "Antique Appraisals",
        "Estate Valuations"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Toledo Antique Appraisals",
      "profileUrl": "https://fairappraisers.org/appraisers/toledo-antique-appraisals/",
      "llmsUrl": "https://fairappraisers.org/appraisers/toledo-antique-appraisals/llms.txt",
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      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
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        "Antique Furniture",
        "Vintage Collectibles",
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        "Fine Art",
        "Antique Appraisals",
        "Estate Valuations"
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      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "ValuePros Appraisal Services - Toledo",
      "profileUrl": "https://fairappraisers.org/appraisers/valuepros-appraisal-services-toledo/",
      "llmsUrl": "https://fairappraisers.org/appraisers/valuepros-appraisal-services-toledo/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/valuepros-appraisal-services-toledo/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
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        "Antiques",
        "Collectibles",
        "Fine Art",
        "Personal Property",
        "Estate Contents",
        "Antique Appraisals"
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      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Ancestor House Antiques & Appraiser",
      "profileUrl": "https://fairappraisers.org/appraisers/ancestor-house-antiques-and-appraiser-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/ancestor-house-antiques-and-appraiser-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/ancestor-house-antiques-and-appraiser-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Antique Furniture",
        "Estate Appraisals",
        "Insurance Appraisals",
        "Antique Repair & Restoration"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Barrow's Jewelers & Horologists",
      "profileUrl": "https://fairappraisers.org/appraisers/barrow-s-jewelers-and-horologists-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/barrow-s-jewelers-and-horologists-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/barrow-s-jewelers-and-horologists-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Vintage Watches",
        "Antique Jewelry",
        "Jewelry Appraisals",
        "Watch Repair",
        "Vintage Watch Valuation"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Broer-Freeman Jewelers",
      "profileUrl": "https://fairappraisers.org/appraisers/broer-freeman-jewelers-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/broer-freeman-jewelers-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/broer-freeman-jewelers-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Antiques and Personal Property",
        "Jewelry"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Carriage House Liquidations",
      "profileUrl": "https://fairappraisers.org/appraisers/carriage-house-liquidations-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/carriage-house-liquidations-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/carriage-house-liquidations-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Antiques and Personal Property",
        "Estate Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Civil War Antiques",
      "profileUrl": "https://fairappraisers.org/appraisers/civil-war-antiques-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/civil-war-antiques-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/civil-war-antiques-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Civil War Memorabilia",
        "Military Antiques",
        "Antique Furniture",
        "Furniture Repair",
        "Antique Appraisals",
        "Furniture Repair & Refinishing"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Down To Earth Appraisal Service, LLC",
      "profileUrl": "https://fairappraisers.org/appraisers/down-to-earth-appraisal-service-llc-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/down-to-earth-appraisal-service-llc-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/down-to-earth-appraisal-service-llc-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Fine Art",
        "Estate Appraisals"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Grandma's Attic Antiques",
      "profileUrl": "https://fairappraisers.org/appraisers/grandma-s-attic-antiques-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/grandma-s-attic-antiques-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/grandma-s-attic-antiques-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "General Antiques",
        "Glassware",
        "Collectibles",
        "Antique Appraisals",
        "Estate Valuations",
        "Consignment"
      ],
      "feeTransparencyStatus": "Fee statement not listed yet",
      "profileCompleteness": "strong_public_detail"
    },
    {
      "name": "Leffler's Antiques",
      "profileUrl": "https://fairappraisers.org/appraisers/leffler-s-antiques-toledo-oh/",
      "llmsUrl": "https://fairappraisers.org/appraisers/leffler-s-antiques-toledo-oh/llms.txt",
      "jsonUrl": "https://fairappraisers.org/appraisers/leffler-s-antiques-toledo-oh/profile.json",
      "registryStatus": "Unclaimed appraiser profile",
      "location": "Toledo, OH",
      "specialties": [
        "Antique Furniture",
        "Art Galleries",
        "Vintage Collectibles",
        "Appraisals",
        "Antique Appraisals",
        "Art Consulting"
      ],
      "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/toledo-oh.txt",
      "https://fairappraisers.org/llm/areas/toledo-oh.json",
      "https://fairappraisers.org/appraisers-by-city/toledo-oh/",
      "https://fairappraisers.org/directory/?city=Toledo&state=OH",
      "https://fairappraisers.org/directory/state/OH/",
      "https://fairappraisers.org/match/"
    ],
    "candidateProfileLimit": 12,
    "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."
  ]
}