{
  "study": {
    "id": "aesthetic-ai-visibility-four-platform-v1.0",
    "title": "Aesthetic Clinic AI Search Visibility Across Four Platforms",
    "url": "https://rotgar.com/medical/resources/aesthetic-clinic-ai-visibility-four-platform-study",
    "version": "1.0",
    "license": "https://creativecommons.org/licenses/by/4.0/",
    "author": "Evgeniy Yudin",
    "authorOrcid": "https://orcid.org/0009-0007-8400-9561",
    "publisher": "Rotgar Research",
    "publicationDate": "2026-10-27",
    "fieldworkStart": "2026-10-27T12:42:24.960Z",
    "fieldworkEnd": "2026-10-27T13:25:28.963Z",
    "plannedRequests": 216,
    "queryCells": 18,
    "repeats": 3,
    "cities": [
      "New York City",
      "Chicago",
      "Miami"
    ],
    "intents": [
      {
        "key": "neuromodulator",
        "label": "Neuromodulator injections"
      },
      {
        "key": "fillers",
        "label": "Dermal fillers"
      },
      {
        "key": "laser",
        "label": "Laser skin resurfacing"
      }
    ],
    "collectionStatus": "COMPLETE",
    "protocolSha256": "33c51d182c85fe3b5a11c244e534b3c0eb93ba0d7d4d0c700e1d23a0937ad330",
    "planSha256": "454f7da342258c643998a98afac1b253458f927682a5ea570bd572cb5be5ea1a",
    "surfaceNotes": [
      "US English; country-level location 2840; cities specified in the query; desktop/Windows.",
      "ChatGPT and Gemini collected with DataForSEO LLM Scraper, not direct model APIs; ChatGPT force_web_search enabled.",
      "AI Overviews collected from Google organic AI Overview items with asynchronous loading; AI Mode collected from its separate Google endpoint.",
      "Same-day sequential waves. Provider-side caching, signed-in personalization and physical city IP were not controlled.",
      "A missing AI answer is not evidence that an aesthetic clinic was absent from an answer.",
      "Google delivery is mixed: an initial Live segment followed by prospectively admitted same-provider Standard queue collection/recovery. Per-observation delivery modes and actual timestamps remain distinct; the fixed scientific questions and market settings did not change."
    ],
    "models": {
      "chatgpt": [
        "gpt-6"
      ],
      "gemini": [
        "3.5 Flash-Lite"
      ],
      "ai_overviews": [],
      "ai_mode": []
    },
    "plannedObservations": 216,
    "preflightCellsExcluded": 4,
    "firstPassRequests": 216,
    "recoveryRequests": 5,
    "totalCoreRequests": 221,
    "firstPassFailures": 5,
    "recoveredCaptures": 5,
    "executionOverlaySha256": "cc6e759ebe788bceeb0065e61a9cb92ff393e484cfc092997558b69ceaa9dee5",
    "deliveryModes": {
      "chatgpt": {
        "live": 54,
        "standard_queue": 0
      },
      "gemini": {
        "live": 54,
        "standard_queue": 0
      },
      "ai_overviews": {
        "live": 0,
        "standard_queue": 54
      },
      "ai_mode": {
        "live": 3,
        "standard_queue": 51
      }
    },
    "llmMissingOnlyRecoveryAdmissionSha256": "ee9d006ab4f8d165cc2b7313480e76b1715918ece157096aac4da8e970ab4ab8",
    "preflightRequestsExcluded": 6,
    "diagnosticProbeRequestsExcluded": 4,
    "technicalRequestsExcluded": 10,
    "readOnlyRetrievalRequestsExcluded": 359
  },
  "platformSummary": [
    {
      "platform": "chatgpt",
      "label": "ChatGPT",
      "planned": 54,
      "completed": 54,
      "answers": 54,
      "noAnswer": 0,
      "failed": 0,
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      "firstPassFailed": 0,
      "recoveryAttempts": 0,
      "recovered": 0,
      "sourceBearing": 54,
      "sourceUrlOccurrences": 536,
      "uniqueUrls": 346,
      "uniqueDomains": 199,
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      "bothSourceNonemptyPairs": 54,
      "oneSourceEmptyPairs": 0,
      "bothSourceEmptyPairs": 0,
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      "excludedCollectionPairs": 0,
      "meanUrlJaccard": 0.1804358213307376,
      "meanDomainJaccard": 0.2461633561306764,
      "meanBothNonemptyUrlJaccard": 0.1804358213307376,
      "meanBothNonemptyDomainJaccard": 0.2461633561306764
    },
    {
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      "meanUrlJaccard": 0.055639097744360905,
      "meanDomainJaccard": 0.07829991645781119,
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      "meanBothNonemptyDomainJaccard": 0.12397486772486771
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      "sourceBearing": 43,
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      "meanUrlJaccard": 0.15942718361124433,
      "meanDomainJaccard": 0.23943344237461883,
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      "meanBothNonemptyDomainJaccard": 0.23943344237461883
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      "platform": "ai_mode",
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      "meanBothNonemptyDomainJaccard": 0.15162471273582387
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  ],
  "intentSummary": [
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      "platform": "chatgpt",
      "label": "ChatGPT",
      "intent": "neuromodulator",
      "intentLabel": "Neuromodulator injections",
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      "meanDomainJaccard": 0.1988170054346525,
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      "intentLabel": "Dermal fillers",
      "planned": 18,
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      "meanDomainJaccard": 0.2649087840264311,
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  "crossPlatformSummary": [
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  "sourceTypeSummary": [
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      "platform": "chatgpt",
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  ],
  "promptCells": [
    {
      "cell": "A01",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in New York City should I compare for neuromodulator injections?"
    },
    {
      "cell": "A02",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in New York City offer neuromodulator injections? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A03",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in New York City should I compare for dermal fillers?"
    },
    {
      "cell": "A04",
      "city": "New York City",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in New York City offer dermal fillers? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A05",
      "city": "New York City",
      "intent": "laser",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in New York City should I compare for laser skin resurfacing?"
    },
    {
      "cell": "A06",
      "city": "New York City",
      "intent": "laser",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in New York City offer laser skin resurfacing? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A07",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Chicago should I compare for neuromodulator injections?"
    },
    {
      "cell": "A08",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Chicago offer neuromodulator injections? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A09",
      "city": "Chicago",
      "intent": "fillers",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Chicago should I compare for dermal fillers?"
    },
    {
      "cell": "A10",
      "city": "Chicago",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Chicago offer dermal fillers? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A11",
      "city": "Chicago",
      "intent": "laser",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Chicago should I compare for laser skin resurfacing?"
    },
    {
      "cell": "A12",
      "city": "Chicago",
      "intent": "laser",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Chicago offer laser skin resurfacing? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A13",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Miami should I compare for neuromodulator injections?"
    },
    {
      "cell": "A14",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Miami offer neuromodulator injections? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A15",
      "city": "Miami",
      "intent": "fillers",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Miami should I compare for dermal fillers?"
    },
    {
      "cell": "A16",
      "city": "Miami",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Miami offer dermal fillers? Identify the practitioner and clinic location, and link to the evidence."
    },
    {
      "cell": "A17",
      "city": "Miami",
      "intent": "laser",
      "variant": "selection",
      "query": "Which nonsurgical aesthetic clinics in Miami should I compare for laser skin resurfacing?"
    },
    {
      "cell": "A18",
      "city": "Miami",
      "intent": "laser",
      "variant": "practitioner_branch_evidence",
      "query": "Which nonsurgical aesthetic clinics in Miami offer laser skin resurfacing? Identify the practitioner and clinic location, and link to the evidence."
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  ],
  "qualitativeSlots": [
    {
      "slot": "Q01",
      "city": "New York City",
      "intent": "neuromodulator",
      "platform": "chatgpt",
      "queryCell": "A01",
      "observation": "O001",
      "url": "https://dorisdaymd.com/pages/neuromodulators",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:42:47.263Z",
      "firstPassAt": "2026-10-27T12:42:47.263Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "first_party_neuromodulator_treatment_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved main static text, using the treatment/product comparison, authored injector statement, named physician background, FAQ and visit/address/contact block. Clinical-trial promotion, shop navigation, images, dynamic content and linked pages were not used to establish the procedure evidence. Fee/payment terms were not established within this scope.",
      "notes": [
        "The selected first-party page explicitly lists neuromodulator products and says that the named physician personally administers injections. It includes a practice address and consultation/telephone routes. This documents the page's statements, not independently verified licensure, appointment availability or treatment outcomes."
      ],
      "pageTitle": "Botox in NYC: Natural, Rested Results | Dr. Doris Day",
      "fetchedAt": "2026-10-27T12:47:41.268Z",
      "pageSha256": "0116947b81603c60a5866826596fc492a1f78c1deb449a085340769eaaaf6df4",
      "finalUrl": "https://dorisdaymd.com/pages/neuromodulators",
      "httpStatus": 200,
      "sourcePathType": "treatment",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "bounded_first_party_text_match",
      "answerReviewSummary": "The actual answer's product-range and personal-injector statements are consistent with explicit statements on its selected first-party treatment page. This does not verify licensure, clinical outcomes or the other practices in the answer."
    },
    {
      "slot": "Q02",
      "city": "New York City",
      "intent": "neuromodulator",
      "platform": "gemini",
      "queryCell": "A01",
      "observation": "O002",
      "url": "https://medspafind.com/blog/best-med-spas-in-new-york-city-2026",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:42:53.059Z",
      "firstPassAt": "2026-10-27T12:42:53.059Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "third_party_medspa_comparison_article",
      "treatmentEvidence": true,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": true,
      "inspectedScope": "Saved article text from its headline through the NYC comparison, neighborhood price tables and FAQ, excluding unrelated trailing blog teasers. Named individual practitioner, clinic street-address/branch and direct clinic-contact findings were not established. Links to a directory or the publisher do not substitute for clinic-contact evidence; images and dynamic content were not inspected.",
      "notes": [
        "A third-party article describes neuromodulator offerings and supplies per-unit/session price ranges and neighborhood comparisons. Its clinic rankings, market prices and oversight claims were not verified against first-party clinic records. Other unestablished features remain unknown."
      ],
      "pageTitle": "Best Med Spas in New York City (2026): Manhattan to Brooklyn | MedSpa Find",
      "fetchedAt": "2026-10-27T12:47:41.816Z",
      "pageSha256": "5b44b1b06485ff63f822b7b1a7a30fbec2b6c247d0d4b1b43d2b3fa4ebb7819c",
      "finalUrl": "https://medspafind.com/blog/best-med-spas-in-new-york-city-2026",
      "httpStatus": 200,
      "sourcePathType": "editorial",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "third_party_text_context_not_first_party_verification",
      "answerReviewSummary": "The answer repeats clinic-comparison and price-range themes found in its selected third-party article. These are not independently verified clinic prices, medical protocols or practitioner qualifications."
    },
    {
      "slot": "Q03",
      "city": "New York City",
      "intent": "neuromodulator",
      "platform": "ai_overviews",
      "queryCell": "A01",
      "observation": "O003",
      "url": "https://getplump.com/blog/botox-cost-nyc-2026",
      "status": "source_selected",
      "recoveryAttempted": true,
      "recovered": true,
      "capturedAt": "2026-10-27T12:53:03.860Z",
      "firstPassAt": "2026-10-27T12:42:40.455Z",
      "recoveryAt": "2026-10-27T12:53:03.860Z",
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "clinic_authored_neuromodulator_price_guide",
      "treatmentEvidence": true,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved main article, including per-unit versus per-area discussion, the practice's own rate/minimum/member terms and consultation/booking links. Generic injector credentials and city references do not establish a named practitioner or branch address. Uninspected images, other pages and dynamic content remain outside scope.",
      "notes": [
        "A clinic-authored pricing guide distinguishes market ranges from its own per-unit rates, treatment minimum and membership terms, and provides a consultation route. The general price discussion is not a verified quotation for another clinic or a specific patient."
      ],
      "pageTitle": "Botox Cost in NYC (2026): Honest Pricing Guide | Plump",
      "fetchedAt": "2026-10-27T12:56:12.867Z",
      "pageSha256": "c55c99c702f136c7938e9c9d1ec808a947a7ec9f7b7d6939de0438e556e82605",
      "finalUrl": "https://getplump.com/blog/botox-cost-nyc-2026",
      "httpStatus": 200,
      "sourcePathType": "editorial",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening comparison and the entire pricing/market-context section containing the selected first reference; other provider facts not verified.",
      "answerReviewStatus": "bounded_first_party_price_context_not_patient_quote",
      "answerReviewSummary": "The selected reference is a clinic-authored cost guide used for market-price context, not the first named clinic. It separates general price ranges from its own rates and minimum; this does not verify another clinic's quotation or clinical suitability."
    },
    {
      "slot": "Q04",
      "city": "New York City",
      "intent": "neuromodulator",
      "platform": "ai_mode",
      "queryCell": "A01",
      "observation": "O004",
      "url": "https://m.yelp.com/search?find_desc=Botox+And+Fillers&find_loc=New+York%2C+NY",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:42:37.118Z",
      "firstPassAt": "2026-10-27T12:42:37.118Z",
      "recoveryAt": null,
      "reviewStatus": "unavailable_http",
      "manualReview": false,
      "reviewAgent": null,
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      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The fixed selected directory URL returned HTTP 403. Page-feature and factual checks remain unknown; no alternate URL was selected."
      ],
      "pageTitle": "yelp.com",
      "fetchedAt": "2026-10-27T12:47:41.435Z",
      "pageSha256": "8463dd3c8a37e4134413587aed10e34067a10e52ca2d8c0594ffd1b59d58c128",
      "finalUrl": "https://m.yelp.com/search?find_desc=Botox+And+Fillers&find_loc=New+York%2C+NY",
      "httpStatus": 403,
      "sourcePathType": "directory_social",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "selected_source_unavailable_not_fact_checked",
      "answerReviewSummary": "The answer contains clinic/product/location descriptions, but its fixed first-reference URL returned HTTP 403. Those descriptions could not be checked against that selected page; no alternate source was substituted."
    },
    {
      "slot": "Q05",
      "city": "New York City",
      "intent": "fillers",
      "platform": "chatgpt",
      "queryCell": "A03",
      "observation": "O011",
      "url": "https://dorisdaymd.com/pages/fillers",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:43:07.888Z",
      "firstPassAt": "2026-10-27T12:43:07.888Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "first_party_filler_treatment_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved main static text, using the filler-product list, authored injector statement, named physician background, procedure/FAQ text and visit/address/contact block. Clinical-trial promotion, images, dynamic content, shop navigation and linked pages were outside the treatment-feature check. Fee/payment terms were not established within this scope.",
      "notes": [
        "The selected first-party page lists filler products, expressly identifies who performs injections and gives a practice address and consultation/telephone routes. Unestablished fee/payment information remains unknown, not evidence of website omission. Clinical statements and outcomes were not independently assessed."
      ],
      "pageTitle": "Dermal Fillers NYC: RHA, Sculptra, Radiesse | Dr. Doris Day",
      "fetchedAt": "2026-10-27T12:47:41.778Z",
      "pageSha256": "4802eb3d4f6b9ff43977a91bf08b95e0b488eb2012e1ea7c2674bbedaf6b3642",
      "finalUrl": "https://dorisdaymd.com/pages/fillers",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "bounded_first_party_text_match",
      "answerReviewSummary": "The actual answer's personal-injector and filler-product statements are consistent with explicit statements on the selected first-party treatment page. This is not a clinical review or a check of every clinic in the answer."
    },
    {
      "slot": "Q06",
      "city": "New York City",
      "intent": "fillers",
      "platform": "gemini",
      "queryCell": "A03",
      "observation": "O012",
      "url": "https://icreativez.com/aesthetics-clinics-local-map-city/best-aesthetics-clinics-new-york-city-2026.html",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:43:04.432Z",
      "firstPassAt": "2026-10-27T12:43:04.432Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "third_party_aesthetic_clinic_comparison_article",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved main comparison article, including its ten practice descriptions and FAQ. It asserts practitioner names/roles, filler products and consultation/per-syringe/payment information. Neighborhood-only references, publisher navigation and uninspected images/dynamic content do not establish clinic street addresses or direct clinic-contact routes.",
      "notes": [
        "A third-party comparison article makes specific filler, named-practitioner and fee/payment assertions. These are visible third-party statements, not first-party confirmation or verified qualifications. Clinic street-address and direct-contact findings remain unknown within this inspected scope."
      ],
      "pageTitle": "10 Best Aesthetics Clinics in New York City – Based on 2026 Local Ranking Reviews",
      "fetchedAt": "2026-10-27T12:47:42.934Z",
      "pageSha256": "13fe6b4fc0eebb6ac2a46ad0e7c878f1dce77ab4237f7fc9231c6776d9ad9521",
      "finalUrl": "https://icreativez.com/aesthetics-clinics-local-map-city/best-aesthetics-clinics-new-york-city-2026.html",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "third_party_text_context_not_first_party_verification",
      "answerReviewSummary": "The answer uses a third-party comparison article for several provider-specific descriptions. The page contains related practitioner/product/payment assertions, but no dated first-party confirmation or contradiction was established in this bounded review."
    },
    {
      "slot": "Q07",
      "city": "New York City",
      "intent": "fillers",
      "platform": "ai_overviews",
      "queryCell": "A03",
      "observation": "O009",
      "url": "https://drarielostad.com/combined-surgical-non-surgical-facial-rejuvenation-nyc",
      "status": "source_selected",
      "recoveryAttempted": true,
      "recovered": true,
      "capturedAt": "2026-10-27T12:53:04.081Z",
      "firstPassAt": "2026-10-27T12:43:01.158Z",
      "recoveryAt": "2026-10-27T12:53:04.081Z",
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_authored_hybrid_rejuvenation_article",
      "treatmentEvidence": null,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved authored article, named clinician and combined surgical/nonsurgical planning discussion, plus consultation form and footer address/contact. Generic injectables, fat transfer, category navigation and surrounding surgical content were not treated as a specific dermal-filler service menu. Images, linked pages and dynamic content were not inspected.",
      "notes": [
        "A practice-authored article describes a named clinician's combined surgical/nonsurgical planning approach and provides an address and consultation route. Dermal-filler product/offer details and fees remain unestablished on this inspected page, rather than disproving service availability elsewhere."
      ],
      "pageTitle": "Surgical and Non Surgical Facial Rejuvenation in NYC | Dr. Ariel Ostad | Dr. Ariel Ostad, MD",
      "fetchedAt": "2026-10-27T12:56:20.580Z",
      "pageSha256": "7d59e0e4507aac685dcc31ecff15e93d41d3465275cb9af4e2b5195e618ea1aa",
      "finalUrl": "https://drarielostad.com/combined-surgical-non-surgical-facial-rejuvenation-nyc/",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening clinic comparison and the complete selected clinician's paragraph/first-reference context; other clinics and prices not verified.",
      "answerReviewStatus": "bounded_first_party_planning_context",
      "answerReviewSummary": "The selected practice article describes the combined surgical/nonsurgical planning approach mentioned in the answer. It is not a specific dermal-filler product menu, and the answer's other clinics, quotations and clinical claims were not checked."
    },
    {
      "slot": "Q08",
      "city": "New York City",
      "intent": "fillers",
      "platform": "ai_mode",
      "queryCell": "A03",
      "observation": "O010",
      "url": "https://nextpatient.co/p/3178/providers",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:43:02.519Z",
      "firstPassAt": "2026-10-27T12:43:02.519Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_booking_static_shell",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The fixed selected booking URL returned HTTP 200 but no substantive static provider content. Dynamic booking content was not inspected, so all page-feature and provider-fact checks remain unknown."
      ],
      "pageTitle": "Book an Appointment | UnionDerm",
      "fetchedAt": "2026-10-27T12:47:42.094Z",
      "pageSha256": "e082e421e503357cfc8a09187a3f3ab751095225ef3101030db066ee95ef1d43",
      "finalUrl": "https://nextpatient.co/p/3178/providers",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire actual captured answer narrative read; factual comparisons limited to the selected source.",
      "answerReviewStatus": "selected_source_dynamic_scope_unknown",
      "answerReviewSummary": "The actual answer was read, but its fixed first reference is a booking page whose provider content was not available in the saved static response. Product, practitioner and branch assertions therefore remain unverified in this source-page check."
    },
    {
      "slot": "Q09",
      "city": "New York City",
      "intent": "laser",
      "platform": "chatgpt",
      "queryCell": "A05",
      "observation": "O017",
      "url": "https://mountsinai.org/care/ent/services/facial-plastic-reconstructive-surgery/laser-resurfacing",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:53:49.300Z",
      "firstPassAt": "2026-10-27T12:53:49.300Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "selected_treatment_url_redirected_to_health_system_homepage",
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "The selected treatment URL redirected to the health-system homepage. Entire saved homepage main text and general booking/telephone links were inspected, not the unavailable original treatment page or other departmental links. Research grant amounts were not treatment fees.",
      "notes": [
        "The fixed selected URL resolved to an institutional homepage rather than its cited laser-treatment page. General institutional booking/contact is visible, but procedure-specific services, practitioner, branch and fees remain unestablished in this response. The original answer claim is not thereby disproved."
      ],
      "pageTitle": "Mount Sinai Health System - New York City | Mount Sinai - New York",
      "fetchedAt": "2026-10-27T12:56:18.090Z",
      "pageSha256": "ee911260869214f53082db2f3fc97f1095a56025c11e10f2e1e1ac0fc9805328",
      "finalUrl": "https://www.mountsinai.org/",
      "httpStatus": 200,
      "sourcePathType": "treatment",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening laser-treatment discussion and first health-system comparison entry, including the selected citation; full multi-clinic answer not fact checked.",
      "answerReviewStatus": "selected_treatment_citation_redirected_scope_unknown",
      "answerReviewSummary": "The answer cites a laser-resurfacing URL, but the fixed URL redirected to the institutional homepage when fetched. The original treatment statement therefore remains unverified in this selected-page check, rather than contradicted."
    },
    {
      "slot": "Q10",
      "city": "New York City",
      "intent": "laser",
      "platform": "gemini",
      "queryCell": "A05",
      "observation": "O018",
      "url": "https://dermatologyandlasergroup.com/",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:53:37.935Z",
      "firstPassAt": "2026-10-27T12:53:37.935Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_homepage",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved main text, using authored laser-resurfacing/service descriptions, named founder/medical-director biography, address/contact block and consultation FAQ. Testimonials, images, other pages and dynamic content were not used for clinical or practitioner evidence.",
      "notes": [
        "The homepage names a medical director, explicitly discusses laser resurfacing and supplies a practice address and booking/contact routes. Fee/payment terms remain unknown within the inspected scope; clinical claims and stated credentials were not independently verified."
      ],
      "pageTitle": "Best Cosmetic Dermatologist NYC | The Dermatology & Laser Group",
      "fetchedAt": "2026-10-27T12:56:18.342Z",
      "pageSha256": "35528f877d3a04d8723f5ffb4ea4c306074ade0f579155e7c600545e030bf1f3",
      "finalUrl": "https://dermatologyandlasergroup.com/",
      "httpStatus": 200,
      "sourcePathType": "homepage",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening comparison, first selected practice paragraph and comparison-table context; other practices and clinical efficacy not checked.",
      "answerReviewStatus": "bounded_first_party_practice_context",
      "answerReviewSummary": "The selected homepage names the medical director described in the answer and explicitly discusses laser resurfacing and personalized consultations. This is a bounded match to the practice's own statements, not verification of treatment quality or other entries."
    },
    {
      "slot": "Q11",
      "city": "New York City",
      "intent": "laser",
      "platform": "ai_overviews",
      "queryCell": "A05",
      "observation": "O019",
      "url": null,
      "status": "no_answer",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:53:35.106Z",
      "firstPassAt": "2026-10-27T12:53:35.106Z",
      "recoveryAt": null,
      "reviewStatus": "not_applicable_no_answer",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "No alternative source was substituted for this fixed first-reference slot."
      ],
      "pageTitle": null,
      "fetchedAt": null,
      "pageSha256": null,
      "finalUrl": null,
      "httpStatus": null,
      "sourcePathType": null,
      "answerNarrativeReviewed": false,
      "answerReviewScope": null,
      "answerReviewStatus": "not_applicable_no_answer",
      "answerReviewSummary": "No answer narrative was available for this fixed slot."
    },
    {
      "slot": "Q12",
      "city": "New York City",
      "intent": "laser",
      "platform": "ai_mode",
      "queryCell": "A05",
      "observation": "O020",
      "url": "https://nextpatient.co/p/4588/providers",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:53:50.362Z",
      "firstPassAt": "2026-10-27T12:53:50.362Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_booking_static_shell",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected booking URL returned HTTP 200 but no substantive provider content in the saved static response. Dynamic content was not inspected; all page-feature findings remain unknown and no replacement URL was used."
      ],
      "pageTitle": "Book an Appointment | Advanced Dermatology PC",
      "fetchedAt": "2026-10-27T12:56:18.706Z",
      "pageSha256": "1948377539ff2e3f1e816f4981eca94adb18bef0a0f94691e5a492f58bb5f6c6",
      "finalUrl": "https://nextpatient.co/p/4588/providers",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and first-reference booking context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_dynamic_scope_unknown",
      "answerReviewSummary": "The answer's selected first reference is a booking page. Its substantive provider content was unavailable in the saved static response; procedure, practitioner and branch assertions remain unverified in this check."
    },
    {
      "slot": "Q13",
      "city": "Chicago",
      "intent": "neuromodulator",
      "platform": "chatgpt",
      "queryCell": "A07",
      "observation": "O027",
      "url": "https://chicagodermatology.com/",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:54:35.756Z",
      "firstPassAt": "2026-10-27T12:54:35.756Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "same_branded_redirect_target_homepage",
      "treatmentEvidence": null,
      "practitionerEvidence": true,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "The selected .com URL redirected to a same-branded .co homepage. Entire saved main text was read for named clinician roles, broad injectables and contact/booking information; broad injectables alone do not establish the specific neuromodulator procedure. No off-page identity, images or dynamic-content check was performed; charitable donation amounts were not treatment fees.",
      "notes": [
        "The selected citation redirects to a same-branded homepage with named clinician information, broad injectable services and appointment/telephone routes. Specific neuromodulator products, a street-address/branch assignment and fee terms remain unestablished within this scope; no website-wide absence is inferred."
      ],
      "pageTitle": "Chicago Cosmetic Surgery & Dermatology – Chicago Cosmetic Surgery & Dermatology",
      "fetchedAt": "2026-10-27T12:56:19.394Z",
      "pageSha256": "c5ec1c915d67a0fd8536ea21447532a17fddd7fa5d767ea891ceb148261748b1",
      "finalUrl": "https://www.chicagodermatology.co/",
      "httpStatus": 200,
      "sourcePathType": "homepage",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening comparison and first selected practice entry, including address/website context; other clinics and ratings not checked.",
      "answerReviewStatus": "same_branded_redirect_target_specific_procedure_unknown",
      "answerReviewSummary": "The selected citation redirects to a same-branded homepage containing named clinician and broad injectable-service information. Specific neuromodulator products and the answer's street-address assertion were not established from that inspected page."
    },
    {
      "slot": "Q14",
      "city": "Chicago",
      "intent": "neuromodulator",
      "platform": "gemini",
      "queryCell": "A07",
      "observation": "O028",
      "url": "https://chicagoaesthetics.com/med-spa-treatments/dysport",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:54:53.774Z",
      "firstPassAt": "2026-10-27T12:54:53.774Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_neuromodulator_service_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved authored Dysport service text, named surgeon/background section, treatment-dependent cost and payment explanation, and two branch-address/contact blocks. Patient testimonials and before/after images were excluded from practitioner/clinical proof; dynamic/linked content was not inspected.",
      "notes": [
        "The service page describes a specific neuromodulator, names a surgeon, gives two branch contact/address blocks and qualifies treatment cost by amount/areas. A separate North Shore treatment-location statement does not establish that every named practitioner performs the procedure at every listed branch."
      ],
      "pageTitle": "Dysport Injections | Chicago Aesthetics Surgery & Med Spa",
      "fetchedAt": "2026-10-27T12:56:27.822Z",
      "pageSha256": "8ce0d9ae09cc16703103453096dcf77b4959ae28eae05668178c52fd58ed9d61",
      "finalUrl": "https://chicagoaesthetics.com/med-spa-treatments/dysport/",
      "httpStatus": 200,
      "sourcePathType": "treatment",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening category comparison and selected practice's paragraph/citation; generic category-level claims were not treated as verified provider-specific facts.",
      "answerReviewStatus": "bounded_first_party_service_context",
      "answerReviewSummary": "The selected page explicitly describes Dysport, names a surgeon and lists two branch contact/address blocks with cost qualifications. It does not establish every category-level statement in the answer or that every practitioner treats at both branches."
    },
    {
      "slot": "Q15",
      "city": "Chicago",
      "intent": "neuromodulator",
      "platform": "ai_overviews",
      "queryCell": "A07",
      "observation": "O025",
      "url": null,
      "status": "no_answer",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:54:36.057Z",
      "firstPassAt": "2026-10-27T12:54:36.057Z",
      "recoveryAt": null,
      "reviewStatus": "not_applicable_no_answer",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "No alternative source was substituted for this fixed first-reference slot."
      ],
      "pageTitle": null,
      "fetchedAt": null,
      "pageSha256": null,
      "finalUrl": null,
      "httpStatus": null,
      "sourcePathType": null,
      "answerNarrativeReviewed": false,
      "answerReviewScope": null,
      "answerReviewStatus": "not_applicable_no_answer",
      "answerReviewSummary": "No answer narrative was available for this fixed slot."
    },
    {
      "slot": "Q16",
      "city": "Chicago",
      "intent": "neuromodulator",
      "platform": "ai_mode",
      "queryCell": "A07",
      "observation": "O026",
      "url": "https://m.yelp.com/search?find_desc=Botox&find_loc=Chicago%2C+IL",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:54:23.763Z",
      "firstPassAt": "2026-10-27T12:54:23.763Z",
      "recoveryAt": null,
      "reviewStatus": "unavailable_http",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected page was not inspectable; all unestablished page features remain unknown."
      ],
      "pageTitle": "yelp.com",
      "fetchedAt": "2026-10-27T12:56:20.712Z",
      "pageSha256": "64e0fdd1a3238dea3072d3482b8ce8a0d6989f55479ff58f295a12c594625087",
      "finalUrl": "https://m.yelp.com/search?find_desc=Botox&find_loc=Chicago%2C+IL",
      "httpStatus": 403,
      "sourcePathType": "directory_social",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and selected first-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_unavailable_not_fact_checked",
      "answerReviewSummary": "The selected directory URL returned HTTP 403. Its associated clinic/provider descriptions could not be checked against that page, and no more convenient source was substituted."
    },
    {
      "slot": "Q17",
      "city": "Chicago",
      "intent": "fillers",
      "platform": "chatgpt",
      "queryCell": "A09",
      "observation": "O033",
      "url": "https://google.com/maps/place?q=place_id%3AChIJ9f8w5LEsDogRlNwDp1kHXnU&hl=en",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:02.200Z",
      "firstPassAt": "2026-10-27T12:55:02.200Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_navigation_or_booking_surface",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected page was not inspectable; all unestablished page features remain unknown."
      ],
      "pageTitle": "Google Maps",
      "fetchedAt": "2026-10-27T12:56:21.726Z",
      "pageSha256": "d6b55fd5278888d98e60b9c186f8bc846bb84764ae3a0ccdc53f61fc19511920",
      "finalUrl": "https://www.google.com/maps?q=place_id:ChIJ9f8w5LEsDogRlNwDp1kHXnU&hl=en&ucbcb=1",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and the complete first-reference practice paragraph; other practices and ratings not checked.",
      "answerReviewStatus": "selected_navigation_surface_scope_unknown",
      "answerReviewSummary": "The fixed first citation is a map/navigation URL whose saved static response contains no substantive clinic details. The answer's filler/practitioner/location assertions remain unverified within this selected-source inspection."
    },
    {
      "slot": "Q18",
      "city": "Chicago",
      "intent": "fillers",
      "platform": "gemini",
      "queryCell": "A09",
      "observation": "O034",
      "url": "https://imagelabmedspa.com/locations/chicago",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:39.554Z",
      "firstPassAt": "2026-10-27T12:55:39.554Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_branch_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved Chicago branch main text, including authored filler/service descriptions, named staff roles, introductory price terms, consultation invitation and address/contact/hours blocks. Patient reviews were not used as proof of technique, and images/dynamic content were not inspected.",
      "notes": [
        "A branch-specific page combines filler services, named team roles, a street address, booking/contact routes and introductory per-volume/per-syringe pricing. The promotional conditions and treatment technique were not independently verified, and patient testimonials do not establish clinical outcomes."
      ],
      "pageTitle": "ImageLab Med Spa in Chicago, IL. Expert Injectors, Real Results.",
      "fetchedAt": "2026-10-27T12:56:22.450Z",
      "pageSha256": "a192903556ccf2f46f483ca148bf0fed967518ac84fa7af0768899d67b970908",
      "finalUrl": "https://www.imagelabmedspa.com/locations/chicago",
      "httpStatus": 200,
      "sourcePathType": "location",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 3,000 characters and the complete selected branch paragraph/citation; other clinic entries not checked.",
      "answerReviewStatus": "bounded_first_party_branch_context_technique_unverified",
      "answerReviewSummary": "The selected branch page documents filler services, named staff roles, address/contact and introductory pricing. Patient-praise and technique assertions in the answer were not treated as independently verified clinical evidence."
    },
    {
      "slot": "Q19",
      "city": "Chicago",
      "intent": "fillers",
      "platform": "ai_overviews",
      "queryCell": "A09",
      "observation": "O035",
      "url": "https://marcoellismd.com/facial-surgery/non-surgical-facial-rejuvenation",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:09.355Z",
      "firstPassAt": "2026-10-27T12:55:09.355Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_nonsurgical_rejuvenation_service_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved main service text, including the named surgeon's background, filler/product/area descriptions, variable-cost/financing section and contact invitation; footer address/telephone inspected. Images and dynamic/linked content were not inspected.",
      "notes": [
        "The service page identifies a clinician, names filler products and areas, and supplies an address, contact route and financing/treatment-dependent cost information. Its outcome, downtime and risk statements were not clinically assessed."
      ],
      "pageTitle": "Nonsurgical Facial Rejuvenation Chicago IL - Dermal Fillers",
      "fetchedAt": "2026-10-27T12:56:26.778Z",
      "pageSha256": "7a9c6d0d798853dfe0047a60ebf9edbb22d67c6dffea5665d658e7d41a4ed123",
      "finalUrl": "https://marcoellismd.com/facial-surgery/non-surgical-facial-rejuvenation/",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 3,000 characters and complete selected clinician's comparison entry/first-reference context; other clinics and clinical outcomes not checked.",
      "answerReviewStatus": "bounded_first_party_product_area_match",
      "answerReviewSummary": "The selected first-party service page names the filler products and facial areas described for its clinician in the answer. Combination, downtime and clinical-outcome language was not independently assessed."
    },
    {
      "slot": "Q20",
      "city": "Chicago",
      "intent": "fillers",
      "platform": "ai_mode",
      "queryCell": "A09",
      "observation": "O036",
      "url": "https://m.yelp.com/search?find_desc=Medical+Spas&find_loc=Chicago%2C+IL",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:17.536Z",
      "firstPassAt": "2026-10-27T12:55:17.536Z",
      "recoveryAt": null,
      "reviewStatus": "unavailable_http",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected page was not inspectable; all unestablished page features remain unknown."
      ],
      "pageTitle": "yelp.com",
      "fetchedAt": "2026-10-27T12:56:26.932Z",
      "pageSha256": "2f323e30db2aa10ca301332de0582693dd9e9afd1786f6b3a727d28f9a7642fa",
      "finalUrl": "https://m.yelp.com/search?find_desc=Medical+Spas&find_loc=Chicago%2C+IL",
      "httpStatus": 403,
      "sourcePathType": "directory_social",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and first-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_unavailable_not_fact_checked",
      "answerReviewSummary": "The selected directory URL returned HTTP 403. Provider-specific descriptions in the answer remain unverified in this selected-page check; no alternate source was substituted."
    },
    {
      "slot": "Q21",
      "city": "Chicago",
      "intent": "laser",
      "platform": "chatgpt",
      "queryCell": "A11",
      "observation": "O043",
      "url": "https://ericksondermatology.com/services/lasers",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:48.669Z",
      "firstPassAt": "2026-10-27T12:55:48.669Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_laser_resurfacing_service_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved main service text, including named clinician, laser-device menu, treatment-dependent cost explanation and consultation route; practice address/telephone from body/footer. Images, linked device pages and dynamic content were not inspected.",
      "notes": [
        "The service page names a clinician and lists several laser-resurfacing devices, with practice address/contact and an explanation that price depends on treatment and sessions. This is a visible treatment menu and price qualification, not verified device availability or clinical effectiveness."
      ],
      "pageTitle": "Laser Skin Resurfacing in Chicago | Erickson Dermatology",
      "fetchedAt": "2026-10-27T12:56:29.734Z",
      "pageSha256": "320d086934e9b05983e860c2b467a3a20716202687ab7deef147e2d41a02e87c",
      "finalUrl": "https://ericksondermatology.com/services/lasers/",
      "httpStatus": 200,
      "sourcePathType": "treatment",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 3,000 characters and complete selected first-practice/device-menu entry; other practices and clinical suitability not checked.",
      "answerReviewStatus": "bounded_first_party_device_menu_match",
      "answerReviewSummary": "The selected first-party page lists the same six laser-device names used for that practice in the answer and provides treatment-dependent cost context. This confirms visible menu wording, not current device availability, clinical suitability or outcomes."
    },
    {
      "slot": "Q22",
      "city": "Chicago",
      "intent": "laser",
      "platform": "gemini",
      "queryCell": "A11",
      "observation": "O044",
      "url": null,
      "status": "answer_without_sources",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:56:06.794Z",
      "firstPassAt": "2026-10-27T12:56:06.794Z",
      "recoveryAt": null,
      "reviewStatus": "not_applicable_answer_without_sources",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "No alternative source was substituted for this fixed first-reference slot."
      ],
      "pageTitle": null,
      "fetchedAt": null,
      "pageSha256": null,
      "finalUrl": null,
      "httpStatus": null,
      "sourcePathType": null,
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Entire 2,220-character captured answer read; its returned declared source set is empty.",
      "answerReviewStatus": "answer_without_declared_sources_not_fact_checked",
      "answerReviewSummary": "The captured answer names practices and technologies but returned no declared sources. The fixed slot therefore has no selected page; no replacement citation or provider-fact conclusion was invented."
    },
    {
      "slot": "Q23",
      "city": "Chicago",
      "intent": "laser",
      "platform": "ai_overviews",
      "queryCell": "A11",
      "observation": "O041",
      "url": null,
      "status": "no_answer",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:48.313Z",
      "firstPassAt": "2026-10-27T12:55:48.313Z",
      "recoveryAt": null,
      "reviewStatus": "not_applicable_no_answer",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "No alternative source was substituted for this fixed first-reference slot."
      ],
      "pageTitle": null,
      "fetchedAt": null,
      "pageSha256": null,
      "finalUrl": null,
      "httpStatus": null,
      "sourcePathType": null,
      "answerNarrativeReviewed": false,
      "answerReviewScope": null,
      "answerReviewStatus": "not_applicable_no_answer",
      "answerReviewSummary": "No answer narrative was available for this fixed slot."
    },
    {
      "slot": "Q24",
      "city": "Chicago",
      "intent": "laser",
      "platform": "ai_mode",
      "queryCell": "A11",
      "observation": "O042",
      "url": "https://nextpatient.co/p/6421/providers",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:55:48.341Z",
      "firstPassAt": "2026-10-27T12:55:48.341Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_booking_static_shell",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected booking URL returned HTTP 200 but no substantive provider content in the saved static response. Dynamic content was not inspected; all page-feature findings remain unknown and no replacement URL was used."
      ],
      "pageTitle": "Book an Appointment | Chicago Cosmetic Surgery & Dermatology",
      "fetchedAt": "2026-10-27T12:56:28.117Z",
      "pageSha256": "23118f35be437678d0a9d6ddeda35dc93d4093b5922655643f3a2525198d8bb5",
      "finalUrl": "https://nextpatient.co/p/6421/providers",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening comparison table and selected booking-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_dynamic_scope_unknown",
      "answerReviewSummary": "The selected first reference is a booking page without substantive provider content in the saved static response. Device, practitioner and branch statements therefore remain unverified in this source-page check."
    },
    {
      "slot": "Q25",
      "city": "Miami",
      "intent": "neuromodulator",
      "platform": "chatgpt",
      "queryCell": "A13",
      "observation": "O049",
      "url": "https://med.miami.edu/departments/dermatology/divisions-and-programs/cosmetic-dermatology",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:56:18.112Z",
      "firstPassAt": "2026-10-27T12:56:18.112Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "academic_cosmetic_dermatology_program_page",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved program-page main text, including explicit neuromodulator list, named faculty roles and department contact/location-navigation routes. Cities alone do not establish a selected street-address/branch assignment. Accreditation and accessibility contacts were excluded from clinic-contact evidence; images/dynamic content were not inspected.",
      "notes": [
        "An academic program page lists three neuromodulator products and named physicians with roles, with department contact/patient-navigation routes. A particular practitioner/branch pairing, street address and fees remain unestablished within the inspected scope."
      ],
      "pageTitle": "Cosmetic Dermatology Miller School of Medicine Page 1 arrow--button Page 1 arrow--button Page 1 arrow--button Page 1 arrow--button Page 1 arrow--button Page 1 arrow--button",
      "fetchedAt": "2026-10-27T13:01:36.396Z",
      "pageSha256": "37136619123ad3f23e364ef4fbe4f2dc44bddcdf643e57e50aab737b20284304",
      "finalUrl": "https://med.miami.edu/departments/dermatology/divisions-and-programs/cosmetic-dermatology",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete selected academic-program entry; other clinics and clinical-quality recommendations not checked.",
      "answerReviewStatus": "bounded_first_party_product_list_match",
      "answerReviewSummary": "The selected academic-program page explicitly lists the same three neuromodulator products named for it in the answer, with a named faculty roster. This does not establish a particular practitioner/branch appointment or clinical quality."
    },
    {
      "slot": "Q26",
      "city": "Miami",
      "intent": "neuromodulator",
      "platform": "gemini",
      "queryCell": "A13",
      "observation": "O050",
      "url": "https://monacomedspa.com/",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:56:20.581Z",
      "firstPassAt": "2026-10-27T12:56:20.581Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_homepage",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved homepage main text, including authored physician description, Botox/Dysport services, dated per-unit promotion terms and address/contact block. An exclusive physician-delivery statement concerns Morpheus8, so it was not generalized to all neuromodulator treatments. Images, dynamic content and linked pages were not inspected.",
      "notes": [
        "The homepage names a physician, describes neuromodulator services and gives a practice address, contact routes and time-limited per-unit promotion terms. Practitioner-delivery scope differs by procedure; a statement about another treatment does not prove who gives every injection."
      ],
      "pageTitle": "Monaco Medical Spa 's Miami Best Cosmetic Med Spa",
      "fetchedAt": "2026-10-27T13:01:38.496Z",
      "pageSha256": "1640e9fe0d7f18977b9d05233e6a45fdceb2a6b2217ece56845011088f4f5461",
      "finalUrl": "https://www.monacomedspa.com/",
      "httpStatus": 200,
      "sourcePathType": "homepage",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete selected practice entry/citation; other clinic entries not checked.",
      "answerReviewStatus": "first_party_delivery_statement_procedure_scope_limited",
      "answerReviewSummary": "The selected homepage names a physician and neuromodulator offers, but its explicit exclusive-delivery statement concerns a different procedure. That statement does not by itself establish the answer's generalized claim about who performs all treatments."
    },
    {
      "slot": "Q27",
      "city": "Miami",
      "intent": "neuromodulator",
      "platform": "ai_overviews",
      "queryCell": "A13",
      "observation": "O051",
      "url": "https://m.yelp.com/search?find_desc=Botox+Injections&find_loc=North+Miami+Beach%2C+FL",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:56:52.311Z",
      "firstPassAt": "2026-10-27T12:56:52.311Z",
      "recoveryAt": null,
      "reviewStatus": "unavailable_http",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected page was not inspectable; all unestablished page features remain unknown."
      ],
      "pageTitle": "yelp.com",
      "fetchedAt": "2026-10-27T13:01:36.726Z",
      "pageSha256": "bca1c4021fc29f349b2ab62998a5eea30347a3c43421542aa69f507c754f69fb",
      "finalUrl": "https://m.yelp.com/search?find_desc=Botox+Injections&find_loc=North+Miami+Beach%2C+FL",
      "httpStatus": 403,
      "sourcePathType": "directory_social",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and first-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_unavailable_not_fact_checked",
      "answerReviewSummary": "The selected directory URL returned HTTP 403. Clinic, provider and treatment assertions remain unverified in this fixed selected-page check; no alternate source was substituted."
    },
    {
      "slot": "Q28",
      "city": "Miami",
      "intent": "neuromodulator",
      "platform": "ai_mode",
      "queryCell": "A13",
      "observation": "O052",
      "url": "https://miamiderm.as.me/?appointmentType=59781846",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:58:05.115Z",
      "firstPassAt": "2026-10-27T12:58:05.115Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_booking_static_shell",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected scheduling URL returned HTTP 200 but no substantive provider content in the saved static response. Dynamic content was not inspected; treatment, practitioner, branch and fees remain unknown without any source substitution."
      ],
      "pageTitle": "Schedule Appointment with Miami Derm by Dr. Anna Chacon",
      "fetchedAt": "2026-10-27T13:01:41.335Z",
      "pageSha256": "f3f7800b02049530c0c281d94e0461eae861c8e02a46bc05b22360b7059388b8",
      "finalUrl": "https://miamiderm.as.me/schedule/70727a75/?appointmentTypeIds[]=59781846",
      "httpStatus": 200,
      "sourcePathType": "homepage",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters, first practice entry and selected booking-reference context; other clinic statements not checked.",
      "answerReviewStatus": "selected_source_dynamic_scope_unknown",
      "answerReviewSummary": "The fixed first reference is a scheduling page without substantive provider content in the saved static response. The answer's practitioner/product/location descriptions remain unverified within this inspection."
    },
    {
      "slot": "Q29",
      "city": "Miami",
      "intent": "fillers",
      "platform": "chatgpt",
      "queryCell": "A15",
      "observation": "O059",
      "url": "https://skinassociatesfl.com/dermatology-doctors-miami",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:58:25.887Z",
      "firstPassAt": "2026-10-27T12:58:25.887Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_doctor_roster",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved doctor-roster main text, named clinician roles, consultation routes and footer. A substantive practice-description sentence in the footer explicitly names filler products; it was not a bare navigation label. Footer address/telephone inspected. Images, linked biographies/treatment pages and dynamic content were not inspected; exclusive injector assignment and fees remain unestablished.",
      "notes": [
        "A doctor roster identifies clinicians and roles, with an authored footer sentence naming filler products, plus a street address and consultation/contact routes. The page does not establish who performs every filler procedure; stated board status and clinical quality were not independently verified."
      ],
      "pageTitle": "Board-certified Dermatologists Miami | Skin Associates of South Florida",
      "fetchedAt": "2026-10-27T13:01:44.068Z",
      "pageSha256": "a2973a241b67da2e7563f3a7d817637ccaeed87623acf501cea95f9fd592f423",
      "finalUrl": "https://www.skinassociatesfl.com/dermatology-doctors-miami/",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete first selected practice paragraph/citations; linked filler page and other practices not inspected.",
      "answerReviewStatus": "bounded_first_party_roster_and_product_context_injector_assignment_unestablished",
      "answerReviewSummary": "The selected roster names dermatologists and includes an authored practice-description sentence about filler products. That does not by itself establish the answer's assertion about who performs every filler injection; no alternate linked treatment page was substituted."
    },
    {
      "slot": "Q30",
      "city": "Miami",
      "intent": "fillers",
      "platform": "gemini",
      "queryCell": "A15",
      "observation": "O060",
      "url": "https://thecliniccompass.com/miami/best-med-spas",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:58:47.581Z",
      "firstPassAt": "2026-10-27T12:58:47.581Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "third_party_rating_directory_and_referral_form",
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved ranked list, treatment-referral form and pricing FAQ. Generic category counts and treatment-selector labels do not establish a particular clinic's filler offering; a listing name alone does not establish a practitioner role. The publisher's Wyoming address was excluded. Contact evidence is an intermediary referral form, not direct clinic booking; images/dynamic map content were not inspected.",
      "notes": [
        "A third-party list ranks practices using reported ratings/review counts and offers an intermediary consultation-referral form plus general pricing/quote guidance. Clinic-specific filler offerings, named professional roles and clinic addresses remain unestablished from the inspected text; publisher contact details are not clinic evidence."
      ],
      "pageTitle": "10 Best Med Spas in Miami (2026) | ClinicCompass",
      "fetchedAt": "2026-10-27T13:01:42.590Z",
      "pageSha256": "eca68d8ee91cb6facb669927a2b0ec29f9cade7e872ba695093576117d3d313d",
      "finalUrl": "https://thecliniccompass.com/miami/best-med-spas/",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and selected directory-linked practice entries; other source claims not checked.",
      "answerReviewStatus": "third_party_ranked_list_context_not_first_party_verification",
      "answerReviewSummary": "The selected directory ranks practices by reported ratings/review counts and category counts. That is not first-party evidence for the answer's filler-specific provider/technique descriptions; those details remain unestablished in this page check."
    },
    {
      "slot": "Q31",
      "city": "Miami",
      "intent": "fillers",
      "platform": "ai_overviews",
      "queryCell": "A15",
      "observation": "O057",
      "url": "https://m.yelp.com/search?find_desc=Dermal+Fillers&find_loc=Brickell%2C+Miami%2C+FL",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:57:22.980Z",
      "firstPassAt": "2026-10-27T12:57:22.980Z",
      "recoveryAt": null,
      "reviewStatus": "unavailable_http",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The selected page was not inspectable; all unestablished page features remain unknown."
      ],
      "pageTitle": "yelp.com",
      "fetchedAt": "2026-10-27T13:01:42.683Z",
      "pageSha256": "0ef24e7cf35fd672239759357d3a3e725e5ecba6a86fd580bdb09c2753a63792",
      "finalUrl": "https://m.yelp.com/search?find_desc=Dermal+Fillers&find_loc=Brickell%2C+Miami%2C+FL",
      "httpStatus": 403,
      "sourcePathType": "directory_social",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 1,200 characters and selected directory-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_unavailable_not_fact_checked",
      "answerReviewSummary": "The fixed selected directory URL returned HTTP 403. Provider, address and procedure assertions could not be assessed from that page; no alternate page was substituted."
    },
    {
      "slot": "Q32",
      "city": "Miami",
      "intent": "fillers",
      "platform": "ai_mode",
      "queryCell": "A15",
      "observation": "O058",
      "url": "https://uclinicmiami.com/",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:57:49.501Z",
      "firstPassAt": "2026-10-27T12:57:49.501Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_homepage",
      "treatmentEvidence": true,
      "practitionerEvidence": null,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved authored homepage/service text, including explicit filler offering and footer address/contact. Generic team language, social snippets and testimonial-only practitioner names were not counted as authored named-professional/qualification evidence. Images, dynamic content and linked team pages were not inspected; fees remain unestablished.",
      "notes": [
        "The homepage explicitly describes dermal fillers and supplies a street address and booking/contact routes. The answer's professional-qualification assertion was not established from the inspected authored text; this is unknown, not a finding that the team lacks qualifications."
      ],
      "pageTitle": "Unique Clinic Miami - Premier Cosmetic Dermatology in Aventura",
      "fetchedAt": "2026-10-27T13:01:50.446Z",
      "pageSha256": "bc607ab727e1c714419a7ba446e72eaf8c23a81593db378f0dc0bbc81d3bde36",
      "finalUrl": "https://www.uclinicmiami.com/",
      "httpStatus": 200,
      "sourcePathType": "homepage",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete selected first practice paragraph; other clinics and patient-satisfaction statements not checked.",
      "answerReviewStatus": "bounded_first_party_service_context_professional_qualification_unknown",
      "answerReviewSummary": "The selected homepage expressly describes dermal fillers and supplies an address/contact route. The answer's named professional-qualification premise was not established from the inspected authored content; uninspected team pages, images and dynamic content remain outside scope."
    },
    {
      "slot": "Q33",
      "city": "Miami",
      "intent": "laser",
      "platform": "chatgpt",
      "queryCell": "A17",
      "observation": "O065",
      "url": "https://miamidermatology.com/cosmetic",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:59:19.935Z",
      "firstPassAt": "2026-10-27T12:59:19.935Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_cosmetic_treatment_menu",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved main cosmetic-treatment menu and FAQ, including named physician-delivery statement, laser device/model names, tiered resurfacing descriptions and address/contact block. Botox-only pricing-basis information was not counted as laser-fee evidence. Images, dynamic content and linked pages were not inspected. The URL was inspected once for its two selected slots.",
      "notes": [
        "A treatment menu explicitly links named physicians with cosmetic delivery, lists resurfacing devices/levels and provides an address and contact route. Laser-fee information remains unestablished in this scope. One answer's device-model label differs from the saved page text; this is a bounded text-label difference, not a clinical assessment or provider-error rate."
      ],
      "pageTitle": "Cosmetic Dermatology in Miami | Lasers, Botox, Fillers — Miami Dermatology and Surgery",
      "fetchedAt": "2026-10-27T13:01:45.879Z",
      "pageSha256": "182b1ad101af305fa323d9cdd58d00a9ee120521d8031d2303ba35949b49a298",
      "finalUrl": "https://www.miamidermatology.com/cosmetic",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete selected first practice/device-menu entry; other practices and clinical-quality comparisons not checked.",
      "answerReviewStatus": "bounded_first_party_device_and_delivery_match",
      "answerReviewSummary": "The selected treatment page explicitly lists the resurfacing devices and named-physician delivery described for that practice in the answer. This is a match to stated menu/delivery wording, not independent device-availability or clinical-outcome verification."
    },
    {
      "slot": "Q34",
      "city": "Miami",
      "intent": "laser",
      "platform": "gemini",
      "queryCell": "A17",
      "observation": "O066",
      "url": "https://miamidermatology.com/cosmetic",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:59:09.800Z",
      "firstPassAt": "2026-10-27T12:59:09.800Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_cosmetic_treatment_menu",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": true,
      "contactEvidence": true,
      "priceQualificationEvidence": null,
      "inspectedScope": "Entire saved main cosmetic-treatment menu and FAQ, including named physician-delivery statement, laser device/model names, tiered resurfacing descriptions and address/contact block. Botox-only pricing-basis information was not counted as laser-fee evidence. Images, dynamic content and linked pages were not inspected. The URL was inspected once for its two selected slots.",
      "notes": [
        "A treatment menu explicitly links named physicians with cosmetic delivery, lists resurfacing devices/levels and provides an address and contact route. Laser-fee information remains unestablished in this scope. One answer's device-model label differs from the saved page text; this is a bounded text-label difference, not a clinical assessment or provider-error rate."
      ],
      "pageTitle": "Cosmetic Dermatology in Miami | Lasers, Botox, Fillers — Miami Dermatology and Surgery",
      "fetchedAt": "2026-10-27T13:01:45.879Z",
      "pageSha256": "182b1ad101af305fa323d9cdd58d00a9ee120521d8031d2303ba35949b49a298",
      "finalUrl": "https://www.miamidermatology.com/cosmetic",
      "httpStatus": 200,
      "sourcePathType": "unclassified",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and complete selected first practice entry, including device labels and physician-delivery statement. Other practices and clinical efficacy not checked; the shared selected page was inspected once.",
      "answerReviewStatus": "bounded_device_label_text_difference_not_accuracy_score",
      "answerReviewSummary": "The named-physician delivery context matches the selected page, while one device-model label differs from its saved wording. This is a bounded text-label difference, not an adjudication of clinical suitability or a provider-error rate."
    },
    {
      "slot": "Q35",
      "city": "Miami",
      "intent": "laser",
      "platform": "ai_overviews",
      "queryCell": "A17",
      "observation": "O067",
      "url": "https://lumidermstudio.com/blog/microneedling-vs-laser-miami",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:59:01.834Z",
      "firstPassAt": "2026-10-27T12:59:01.834Z",
      "recoveryAt": null,
      "reviewStatus": "inspected_static_page",
      "manualReview": true,
      "reviewAgent": "assistant_page_text_review",
      "pageType": "practice_authored_treatment_comparison_article",
      "treatmentEvidence": true,
      "practitionerEvidence": true,
      "locationEvidence": null,
      "contactEvidence": true,
      "priceQualificationEvidence": true,
      "inspectedScope": "Entire saved comparison article, including named APRN author/RN reviewer, laser and microneedling explanations, the practice's stated offerings, general per-session ranges and consultation/contact routes. Authorship does not establish a treating-practitioner assignment. Images, dynamic content and linked pages were not inspected.",
      "notes": [
        "A practice-authored article compares resurfacing approaches, identifies author/reviewer roles and supplies general price ranges and contact/consultation routes. Those ranges are not patient quotations or independently validated clinical guidance; a street address remains unknown in this scope."
      ],
      "pageTitle": "Microneedling vs Laser Resurfacing in Miami: Which Is Right for You?",
      "fetchedAt": "2026-10-27T13:01:46.684Z",
      "pageSha256": "0cb9331dd97df742bff68fe1372d1bcd2bb0e9cc3e9fa1a7e0775082c0202469",
      "finalUrl": "https://lumidermstudio.com/blog/microneedling-vs-laser-miami",
      "httpStatus": 200,
      "sourcePathType": "editorial",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening 2,400 characters and entire treatment-comparison/first-reference context near the end; other clinic prices and clinical guidance not checked.",
      "answerReviewStatus": "practice_authored_educational_context_not_provider_fact_check",
      "answerReviewSummary": "The selected practice-authored guide compares resurfacing approaches and general per-session ranges, rather than documenting each clinic in the answer. Its educational price, downtime and suitability statements were not independently validated or treated as patient quotations."
    },
    {
      "slot": "Q36",
      "city": "Miami",
      "intent": "laser",
      "platform": "ai_mode",
      "queryCell": "A17",
      "observation": "O068",
      "url": "https://4everyoung.zenoti.com/webstoreNew/services/aa5224a4-0aa9-47b6-a5a4-8b88fb7d6e63?serviceid=d19c23d1-9482-4b2f-8e48-7afdb7262dba&merchantId=aa5224a4-0aa9-47b6-a5a4-8b88fb7d6e63&booking_source=booknow&booking_medium=google",
      "status": "source_selected",
      "recoveryAttempted": false,
      "recovered": false,
      "capturedAt": "2026-10-27T12:59:02.809Z",
      "firstPassAt": "2026-10-27T12:59:02.809Z",
      "recoveryAt": null,
      "reviewStatus": "uninspectable_booking_static_shell",
      "manualReview": false,
      "reviewAgent": null,
      "pageType": null,
      "treatmentEvidence": null,
      "practitionerEvidence": null,
      "locationEvidence": null,
      "contactEvidence": null,
      "priceQualificationEvidence": null,
      "inspectedScope": null,
      "notes": [
        "The fixed service-booking URL returned HTTP 200 but only a static shell. Dynamic services and pricing were not inspected; all unestablished page features remain unknown and no alternate source was selected."
      ],
      "pageTitle": "4everyoung - Online Booking",
      "fetchedAt": "2026-10-27T13:01:47.641Z",
      "pageSha256": "3eaf65e9a8d2e7d9695a6816f3a4948e6c303e1d8f118a72ab3430bb92b910ec",
      "finalUrl": "https://4everyoung.zenoti.com/webstoreNew/services/aa5224a4-0aa9-47b6-a5a4-8b88fb7d6e63?serviceid=d19c23d1-9482-4b2f-8e48-7afdb7262dba&merchantId=aa5224a4-0aa9-47b6-a5a4-8b88fb7d6e63&booking_source=booknow&booking_medium=google",
      "httpStatus": 200,
      "sourcePathType": "treatment",
      "answerNarrativeReviewed": true,
      "answerReviewScope": "Opening comparison table and selected first booking-reference context; no full multi-clinic fact check.",
      "answerReviewStatus": "selected_source_dynamic_scope_unknown",
      "answerReviewSummary": "The fixed first reference is a service-booking page whose substantive content was not available in the saved static response. Device, clinic and price assertions remain unverified within this selected-page inspection."
    }
  ],
  "responseMetrics": [
    {
      "observation": "O001",
      "queryCell": "A01",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 9,
      "sourceDomains": 5,
      "collectedAt": "2026-10-27T12:42:47.263Z",
      "firstPassCollectedAt": "2026-10-27T12:42:47.263Z",
      "recoveryCollectedAt": null,
      "model": "gpt-6"
    },
    {
      "observation": "O002",
      "queryCell": "A01",
      "platform": "gemini",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 4,
      "sourceDomains": 4,
      "collectedAt": "2026-10-27T12:42:53.059Z",
      "firstPassCollectedAt": "2026-10-27T12:42:53.059Z",
      "recoveryCollectedAt": null,
      "model": "3.5 Flash-Lite"
    },
    {
      "observation": "O003",
      "queryCell": "A01",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "collection_failed",
      "recoveryAttempted": true,
      "recovered": true,
      "attemptCount": 2,
      "deliveryMode": "standard_queue",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": "standard_queue",
      "answerPresent": true,
      "sourceUrls": 7,
      "sourceDomains": 6,
      "collectedAt": "2026-10-27T12:53:03.860Z",
      "firstPassCollectedAt": "2026-10-27T12:42:40.455Z",
      "recoveryCollectedAt": "2026-10-27T12:53:03.860Z",
      "model": null
    },
    {
      "observation": "O004",
      "queryCell": "A01",
      "platform": "ai_mode",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 3,
      "sourceDomains": 3,
      "collectedAt": "2026-10-27T12:42:37.118Z",
      "firstPassCollectedAt": "2026-10-27T12:42:37.118Z",
      "recoveryCollectedAt": null,
      "model": null
    },
    {
      "observation": "O005",
      "queryCell": "A02",
      "platform": "gemini",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 0,
      "sourceDomains": 0,
      "collectedAt": "2026-10-27T12:42:40.916Z",
      "firstPassCollectedAt": "2026-10-27T12:42:40.916Z",
      "recoveryCollectedAt": null,
      "model": "3.5 Flash-Lite"
    },
    {
      "observation": "O006",
      "queryCell": "A02",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "collection_failed",
      "recoveryAttempted": true,
      "recovered": true,
      "attemptCount": 2,
      "deliveryMode": "standard_queue",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": "standard_queue",
      "answerPresent": true,
      "sourceUrls": 9,
      "sourceDomains": 8,
      "collectedAt": "2026-10-27T12:53:19.078Z",
      "firstPassCollectedAt": "2026-10-27T12:42:41.866Z",
      "recoveryCollectedAt": "2026-10-27T12:53:19.078Z",
      "model": null
    },
    {
      "observation": "O007",
      "queryCell": "A02",
      "platform": "ai_mode",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "collection_failed",
      "recoveryAttempted": true,
      "recovered": true,
      "attemptCount": 2,
      "deliveryMode": "standard_queue",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": "standard_queue",
      "answerPresent": true,
      "sourceUrls": 4,
      "sourceDomains": 4,
      "collectedAt": "2026-10-27T12:53:19.513Z",
      "firstPassCollectedAt": "2026-10-27T12:42:43.975Z",
      "recoveryCollectedAt": "2026-10-27T12:53:19.513Z",
      "model": null
    },
    {
      "observation": "O008",
      "queryCell": "A02",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 8,
      "sourceDomains": 8,
      "collectedAt": "2026-10-27T12:43:19.640Z",
      "firstPassCollectedAt": "2026-10-27T12:43:19.640Z",
      "recoveryCollectedAt": null,
      "model": "gpt-6"
    },
    {
      "observation": "O009",
      "queryCell": "A03",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "collection_failed",
      "recoveryAttempted": true,
      "recovered": true,
      "attemptCount": 2,
      "deliveryMode": "standard_queue",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": "standard_queue",
      "answerPresent": true,
      "sourceUrls": 8,
      "sourceDomains": 6,
      "collectedAt": "2026-10-27T12:53:04.081Z",
      "firstPassCollectedAt": "2026-10-27T12:43:01.158Z",
      "recoveryCollectedAt": "2026-10-27T12:53:04.081Z",
      "model": null
    },
    {
      "observation": "O010",
      "queryCell": "A03",
      "platform": "ai_mode",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 6,
      "sourceDomains": 2,
      "collectedAt": "2026-10-27T12:43:02.519Z",
      "firstPassCollectedAt": "2026-10-27T12:43:02.519Z",
      "recoveryCollectedAt": null,
      "model": null
    },
    {
      "observation": "O011",
      "queryCell": "A03",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 6,
      "sourceDomains": 5,
      "collectedAt": "2026-10-27T12:43:07.888Z",
      "firstPassCollectedAt": "2026-10-27T12:43:07.888Z",
      "recoveryCollectedAt": null,
      "model": "gpt-6"
    },
    {
      "observation": "O012",
      "queryCell": "A03",
      "platform": "gemini",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 4,
      "sourceDomains": 4,
      "collectedAt": "2026-10-27T12:43:04.432Z",
      "firstPassCollectedAt": "2026-10-27T12:43:04.432Z",
      "recoveryCollectedAt": null,
      "model": "3.5 Flash-Lite"
    },
    {
      "observation": "O013",
      "queryCell": "A04",
      "platform": "ai_mode",
      "city": "New York City",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 8,
      "sourceDomains": 5,
      "collectedAt": "2026-10-27T12:43:17.403Z",
      "firstPassCollectedAt": "2026-10-27T12:43:17.403Z",
      "recoveryCollectedAt": null,
      "model": null
    },
    {
      "observation": "O014",
      "queryCell": "A04",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 10,
      "sourceDomains": 9,
      "collectedAt": "2026-10-27T12:54:31.566Z",
      "firstPassCollectedAt": "2026-10-27T12:54:31.566Z",
      "recoveryCollectedAt": null,
      "model": "gpt-6"
    },
    {
      "observation": "O015",
      "queryCell": "A04",
      "platform": "gemini",
      "city": "New York City",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "live",
      "firstPassDeliveryMode": "live",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 0,
      "sourceDomains": 0,
      "collectedAt": "2026-10-27T12:53:36.609Z",
      "firstPassCollectedAt": "2026-10-27T12:53:36.609Z",
      "recoveryCollectedAt": null,
      "model": "3.5 Flash-Lite"
    },
    {
      "observation": "O016",
      "queryCell": "A04",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
      "deliveryMode": "standard_queue",
      "firstPassDeliveryMode": "standard_queue",
      "recoveryDeliveryMode": null,
      "answerPresent": true,
      "sourceUrls": 7,
      "sourceDomains": 5,
      "collectedAt": "2026-10-27T12:53:50.186Z",
      "firstPassCollectedAt": "2026-10-27T12:53:50.186Z",
      "recoveryCollectedAt": null,
      "model": null
    },
    {
      "observation": "O017",
      "queryCell": "A05",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "laser",
      "variant": "selection",
      "wave": 1,
      "status": "answer",
      "firstPassStatus": "answer",
      "recoveryAttempted": false,
      "recovered": false,
      "attemptCount": 1,
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      "city": "New York City",
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    {
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      "city": "New York City",
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    {
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      "city": "New York City",
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      "sourceOrder": 1,
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      "city": "New York City",
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      "intent": "fillers",
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      "wave": 1,
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      "title": "Injectable Fillers"
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      "type": "directory_social",
      "title": "Top Dermal Fillers Providers in New York, NY - RealSelf.com"
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      "title": "Best Dermal Fillers NYC | Plastic Surgery & Dermatology of NYC"
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    {
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      "title": "Laser Skin Resurfacing"
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      "title": "Laser & Light Procedures NYC"
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      "title": "Laser Therapy & Dermabrasion for Aging Skin"
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      "type": "directory_social",
      "title": "Laser & Skin Surgery Center of New York"
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    {
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      "title": "Practice website"
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    {
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      "domain": "drcybelefishman.com",
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    {
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      "title": "CO2 Laser Resurfacing"
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    {
      "observation": "O018",
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      "title": "Best Cosmetic Dermatologist NYC | The Dermatology & Laser Group"
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    {
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      "domain": "dennisgrossmd.com",
      "type": "treatment",
      "title": "Laser Skin Resurfacing | New York - Dr. Dennis Gross Dermatology"
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    {
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      "type": "treatment",
      "title": "Laser Treatments in New York, NY - Manhattan Dermatology"
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    {
      "observation": "O020",
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      "city": "New York City",
      "intent": "laser",
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      "title": "Laser Skin Resurfacing"
    },
    {
      "observation": "O020",
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      "city": "New York City",
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      "title": "Laser Skin Resurfacing"
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    {
      "observation": "O020",
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      "city": "New York City",
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      "title": "Laser Resurfacing"
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    {
      "observation": "O020",
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      "city": "New York City",
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      "type": "unclassified",
      "title": "Resurfx Fractional Laser – Skin Resurfacing"
    },
    {
      "observation": "O020",
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      "type": "unclassified",
      "title": "Lasemd Resurfacing Laser: Skin Resurfacing & Melasma Treatment. (Face)"
    },
    {
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      "variant": "practitioner_branch_evidence",
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    {
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    {
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      "city": "Chicago",
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    {
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      "intent": "neuromodulator",
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      "sourceOrder": 4,
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    {
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      "wave": 1,
      "sourceOrder": 6,
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      "type": "treatment",
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    {
      "observation": "O026",
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      "wave": 1,
      "sourceOrder": 7,
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      "title": "Book an Appointment - Chicago Aesthetics Club"
    },
    {
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      "city": "Chicago",
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      "wave": 1,
      "sourceOrder": 8,
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      "type": "treatment",
      "title": "Dysport Chicago | Wrinkle Injections in Lincoln Park"
    },
    {
      "observation": "O027",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "sourceOrder": 1,
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    {
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      "variant": "selection",
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      "title": "Best Botox Clinics in Chicago, IL (2026)"
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    {
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      "sourceOrder": 3,
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      "title": "Botox & Neurotoxins in Chicago, IL — real prices & verified providers"
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    {
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      "city": "Chicago",
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      "sourceOrder": 4,
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    {
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      "intent": "neuromodulator",
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      "wave": 1,
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    {
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      "city": "Chicago",
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      "sourceOrder": 6,
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    {
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    {
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      "city": "Chicago",
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      "sourceOrder": 8,
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    {
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      "city": "Chicago",
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      "variant": "selection",
      "wave": 1,
      "sourceOrder": 9,
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      "domain": "opulencechicago.com",
      "type": "treatment",
      "title": "Injectables — Opulence Chicago"
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    {
      "observation": "O027",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 1,
      "sourceOrder": 10,
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      "title": "Review our pricing for our non-surgical treatments"
    },
    {
      "observation": "O028",
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      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 1,
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      "type": "treatment",
      "title": "Dysport Injections | Chicago Aesthetics Surgery & Med Spa"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "sourceOrder": 2,
      "url": "https://rosettmd.com/wellness/neuromodulators",
      "domain": "rosettmd.com",
      "type": "treatment",
      "title": "Neuromodulators - Botox, Dysport, Xeomin - Rosett Plastic Surgery"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 1,
      "sourceOrder": 3,
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      "domain": "ovme.com",
      "type": "unclassified",
      "title": "OVME Chicago Med Spa | Botox & Lip Filler at Lincoln Park"
    },
    {
      "observation": "O029",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "sourceOrder": 1,
      "url": "https://premiermedspachicago.com/neuromodulator-injections",
      "domain": "premiermedspachicago.com",
      "type": "treatment",
      "title": "Neuromodulator Injections in Chicago (Botox & Dysport)"
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    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "sourceOrder": 2,
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      "title": "Botox Injections in Chicago"
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
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    },
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      "intent": "laser",
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      "title": "Laser Genesis Consultation"
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      "city": "Chicago",
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      "title": "Moxi - Face + Neck"
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      "sourceOrder": 4,
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      "title": "Laser Resurfacing Consultation"
    },
    {
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      "city": "Chicago",
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      "title": "Solaria Laser Consultation"
    },
    {
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      "queryCell": "A11",
      "platform": "chatgpt",
      "city": "Chicago",
      "intent": "laser",
      "variant": "selection",
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      "title": "Fractional Resurfacing Providers in Skokie, Illinois"
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      "variant": "practitioner_branch_evidence",
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      "variant": "practitioner_branch_evidence",
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      "intent": "neuromodulator",
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    },
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      "intent": "neuromodulator",
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      "city": "Miami",
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      "variant": "selection",
      "wave": 1,
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      "title": "Botox and Dysport in Miami, FL"
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      "intent": "neuromodulator",
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    {
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      "title": "RDYMD Med Spa | Laser, Skin & Cosmetic Care in Coral Gables"
    },
    {
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      "wave": 1,
      "sourceOrder": 6,
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    },
    {
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      "platform": "gemini",
      "city": "Miami",
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      "wave": 1,
      "sourceOrder": 1,
      "url": "https://monacomedspa.com/",
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      "title": "Monaco Medical Spa 's Miami Best Cosmetic Med Spa"
    },
    {
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      "city": "Miami",
      "intent": "neuromodulator",
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      "title": "Miami Injectables | Neuromodulators Treatment Experts"
    },
    {
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      "city": "Miami",
      "intent": "neuromodulator",
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      "wave": 1,
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      "type": "directory_social",
      "title": "TOP 10 BEST Botox Injections in North Miami Beach, FL - Yelp"
    },
    {
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      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
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      "type": "treatment",
      "title": "Florida Botox Training Requirements -"
    },
    {
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      "variant": "selection",
      "wave": 1,
      "sourceOrder": 3,
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      "title": "Botox Training for Nurses in Florida: What You Need to Know"
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    {
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      "city": "Miami",
      "intent": "neuromodulator",
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      "sourceOrder": 4,
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      "title": "Medical Aesthetics in Miami"
    },
    {
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      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 5,
      "url": "https://getplump.com/treatments/botox/miami",
      "domain": "getplump.com",
      "type": "treatment",
      "title": "Botox Miami | Plump Cosmetics & Injectables, Brickell"
    },
    {
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      "platform": "ai_overviews",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 6,
      "url": "https://pokaesthetic.com/injectables/best-botox-clinics-in-miami",
      "domain": "pokaesthetic.com",
      "type": "treatment",
      "title": "Safe and Stunning Botox: Best Clinics in Miami Revealed"
    },
    {
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      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
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      "wave": 1,
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      "domain": "miamiderm.as.me",
      "type": "homepage",
      "title": "Botox® Initial Cosmetic Area"
    },
    {
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      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
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      "wave": 1,
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      "type": "unclassified",
      "title": "Miami Derm: Anna Chacon, MD"
    },
    {
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      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
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      "type": "unclassified",
      "title": "VIIV WELLNESS HAUS"
    },
    {
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      "queryCell": "A13",
      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
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      "wave": 1,
      "sourceOrder": 4,
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      "title": "Consultation - Botox-Dysport"
    },
    {
      "observation": "O052",
      "queryCell": "A13",
      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 5,
      "url": "https://nextpatient.co/p/3286/providers",
      "domain": "nextpatient.co",
      "type": "unclassified",
      "title": "Botox"
    },
    {
      "observation": "O052",
      "queryCell": "A13",
      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 6,
      "url": "https://resetlab.zenoti.com/webstoreNew/services/c8e75f2c-0799-4697-bd15-3306d6a744fa?serviceid=312d3e10-b2cc-4e18-84a2-620147cb10f6&merchantId=c8e75f2c-0799-4697-bd15-3306d6a744fa&booking_source=booknow&booking_medium=google",
      "domain": "resetlab.zenoti.com",
      "type": "treatment",
      "title": "Wrinkle Relaxer (Botox/Dysport/Xeomin)"
    },
    {
      "observation": "O052",
      "queryCell": "A13",
      "platform": "ai_mode",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 1,
      "sourceOrder": 7,
      "url": "https://app.squareup.com/appointments/book/36zphhgaqexb5l/LZHBFZE0MMKC9/start?service_id=SOXSOYEBX5I4ZFN7MMEO7SCD&variation_id=Z47WSZHAVRHUYWENMLIEZQNZ",
      "domain": "app.squareup.com",
      "type": "unclassified",
      "title": "Botox/Dysport ($600 3 Areas Regular/ $280 1 Area Individual)"
    },
    {
      "observation": "O053",
      "queryCell": "A14",
      "platform": "gemini",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 1,
      "sourceOrder": 1,
      "url": "https://kamravaaesthetics.com/nonsurgical/botox-cosmetic",
      "domain": "kamravaaesthetics.com",
      "type": "treatment",
      "title": "BOTOX® Cosmetic in Miami, FL - Brandon Kamrava, MD"
    },
    {
      "observation": "O053",
      "queryCell": "A14",
      "platform": "gemini",
      "city": "Miami",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
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      "title": "Official Miami clinic and treatment details"
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    },
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      "sourceOrder": 14,
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    },
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      "observation": "O079",
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      "wave": 2,
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      "title": "Clinic website"
    },
    {
      "observation": "O081",
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      "intent": "fillers",
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      "type": "directory_social",
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    {
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      "city": "New York City",
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      "sourceOrder": 2,
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      "title": "Top Cosmetic Dermatologist for Dermal Fillers in NYC"
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      "city": "New York City",
      "intent": "fillers",
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      "sourceOrder": 3,
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      "title": "Filler And Botox/Dysport/Daxxify/Jeuveau"
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    {
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      "city": "New York City",
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      "variant": "selection",
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      "title": "10 Dermal Fillers Providers in New York City, NY"
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    {
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      "city": "New York City",
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      "sourceOrder": 2,
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      "title": "Official website"
    },
    {
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      "variant": "selection",
      "wave": 2,
      "sourceOrder": 3,
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      "title": "SkinSpirit New York - UES"
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      "wave": 2,
      "sourceOrder": 6,
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      "type": "directory_social",
      "title": "Browse NYC dermal filler providers"
    },
    {
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      "intent": "fillers",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 1,
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      "title": "Top 10 Medspas in NYC: Best Places for Botox, Laser Treatments"
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    {
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      "intent": "fillers",
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      "wave": 2,
      "sourceOrder": 2,
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      "type": "unclassified",
      "title": "Best Injectables & Fillers NYC | Plastic Surgery & Dermatology of NYC"
    },
    {
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      "city": "New York City",
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      "wave": 2,
      "sourceOrder": 3,
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      "title": "Best Dermal Fillers Midtown: Top-Rated Local Experts"
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      "wave": 2,
      "sourceOrder": 1,
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      "title": "Dermal Fillers in NYC and Long Island | Mandel Dermatology"
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    {
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      "variant": "selection",
      "wave": 2,
      "sourceOrder": 2,
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      "domain": "drarielostad.com",
      "type": "unclassified",
      "title": "Surgical and Non Surgical Facial Rejuvenation in NYC"
    },
    {
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      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 3,
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      "domain": "longevity.haus",
      "type": "treatment",
      "title": "7 Best Botox & Fillers Clinics in New York (2026)"
    },
    {
      "observation": "O084",
      "queryCell": "A03",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 4,
      "url": "https://raodermatology.com/blog/lip-injections-nyc",
      "domain": "raodermatology.com",
      "type": "editorial",
      "title": "Lip Injections NYC: Expert Injectors & Real Pricing | Rao Dermatology"
    },
    {
      "observation": "O084",
      "queryCell": "A03",
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      "city": "New York City",
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      "variant": "selection",
      "wave": 2,
      "sourceOrder": 5,
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      "domain": "nssdermatologypllc.com",
      "type": "treatment",
      "title": "Best Dermal Fillers Midtown: Top-Rated Local Experts"
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    {
      "observation": "O084",
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      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 6,
      "url": "https://m.yelp.com/search?find_desc=Dermal+Fillers&find_loc=Midtown+West%2C+Manhattan%2C+NY",
      "domain": "m.yelp.com",
      "type": "directory_social",
      "title": "Best Dermal Fillers near Midtown West, Manhattan, NY"
    },
    {
      "observation": "O084",
      "queryCell": "A03",
      "platform": "ai_overviews",
      "city": "New York City",
      "intent": "fillers",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 7,
      "url": "https://diamondadvancedaesthetics.com/fillers-in-new-york-ny",
      "domain": "diamondadvancedaesthetics.com",
      "type": "unclassified",
      "title": "Dermal Fillers In New York, NY | Facial Filler Treatment"
    },
    {
      "observation": "O085",
      "queryCell": "A04",
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    {
      "observation": "O094",
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      "variant": "practitioner_branch_evidence",
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      "title": "Laser Treatments"
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    {
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    },
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      "variant": "practitioner_branch_evidence",
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      "domain": "dorisdaymd.com",
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      "title": "Dr. Day’s official practice page"
    },
    {
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      "variant": "practitioner_branch_evidence",
      "wave": 2,
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      "variant": "practitioner_branch_evidence",
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    },
    {
      "observation": "O095",
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    },
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      "domain": "journelleskin.com",
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    },
    {
      "observation": "O097",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 1,
      "url": "https://premiermedspachicago.com/neuromodulator-injections",
      "domain": "premiermedspachicago.com",
      "type": "treatment",
      "title": "Neuromodulator Injections in Chicago (Botox & Dysport)"
    },
    {
      "observation": "O097",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 2,
      "url": "https://opulencechicago.com/botox-1",
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      "type": "treatment",
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    },
    {
      "observation": "O097",
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    },
    {
      "observation": "O097",
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    },
    {
      "observation": "O097",
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    },
    {
      "observation": "O098",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
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      "sourceOrder": 1,
      "url": "https://ericksondermatology.com/services/neuromodulators",
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      "type": "treatment",
      "title": "Neuromodulator Treatments Chicago"
    },
    {
      "observation": "O098",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 2,
      "url": "https://kaminskadermatology.com/services/injectables",
      "domain": "kaminskadermatology.com",
      "type": "treatment",
      "title": "Injectables Specialist - North Center Chicago, IL: Kaminska Dermatology: Dermatologist"
    },
    {
      "observation": "O098",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
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      "url": "https://bloomplasticsurgery.com/procedure/non-surgical",
      "domain": "bloomplasticsurgery.com",
      "type": "treatment",
      "title": "Non-Surgical Procedures - Jacob Bloom, MD"
    },
    {
      "observation": "O098",
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      "city": "Chicago",
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      "variant": "selection",
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      "sourceOrder": 4,
      "url": "https://oldtownmedspa.com/face/neurotoxin-injectables",
      "domain": "oldtownmedspa.com",
      "type": "treatment",
      "title": "Neurotoxin Injectables Chicago"
    },
    {
      "observation": "O098",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "sourceOrder": 5,
      "url": "https://cadellaaesthetics.com/",
      "domain": "cadellaaesthetics.com",
      "type": "homepage",
      "title": "Cadella Aesthetics Medspa Chicago"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "domain": "spaderma.com",
      "type": "location",
      "title": "SpaDerma Med Spa in Lincoln Park, Chicago"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 2,
      "sourceOrder": 2,
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      "domain": "spaderma.com",
      "type": "treatment",
      "title": "Botox Injectable Treatment | SpaDerma Med Spa"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
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      "wave": 2,
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      "type": "editorial",
      "title": "DiamondGlow + Botox: The Perfect Pair | SpaDerma Med Spa"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 4,
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      "domain": "spaderma.com",
      "type": "location",
      "title": "SpaDerma Med Spa in Wicker Park, Chicago"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 5,
      "url": "https://chicagoskinclinic.com/botox-neuromodulators",
      "domain": "chicagoskinclinic.com",
      "type": "treatment",
      "title": "Botox® & Neuromodulators in Chicago"
    },
    {
      "observation": "O099",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 6,
      "url": "https://elysiumchicago.com/advanced-aesthetics-cosmetic-procedures-chicago/botox-cosmetic-injections-chicago-il",
      "domain": "elysiumchicago.com",
      "type": "treatment",
      "title": "Botox Cosmetic Chicago | Natural Wrinkle Care at Elysium"
    },
    {
      "observation": "O099",
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      "platform": "gemini",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 7,
      "url": "https://imagelabmedspa.com/locations/chicago",
      "domain": "imagelabmedspa.com",
      "type": "location",
      "title": "ImageLab Med Spa in Chicago, IL. Expert Injectors, Real Results."
    },
    {
      "observation": "O100",
      "queryCell": "A07",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 1,
      "url": "https://chicagoaesthetics.com/med-spa-treatments/botox",
      "domain": "chicagoaesthetics.com",
      "type": "treatment",
      "title": "Botox Wrinkle Treatment - Chicago Aesthetics Surgery & Med Spa"
    },
    {
      "observation": "O100",
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      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 2,
      "url": "https://nextpatient.co/p/6035/providers",
      "domain": "nextpatient.co",
      "type": "unclassified",
      "title": "Neuromodulators (Botox/ Dysport/ Jeuveau)"
    },
    {
      "observation": "O100",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 3,
      "url": "https://na2.meevo.com/CustomerPortal/onlinebooking?tenantId=502112&locationId=502917&meevo_channel=GoogleBookNow",
      "domain": "na2.meevo.com",
      "type": "unclassified",
      "title": "Anti-Aging And Skin Rejuvnation Consult"
    },
    {
      "observation": "O100",
      "queryCell": "A07",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 2,
      "sourceOrder": 4,
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      "type": "treatment",
      "title": "Neuromodulator Consultation"
    },
    {
      "observation": "O101",
      "queryCell": "A08",
      "platform": "chatgpt",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 1,
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      "domain": "thefacemakerchicago.com",
      "type": "homepage",
      "title": "Official clinic website and treatment list"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 2,
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      "type": "treatment",
      "title": "Neuromodulator services and practitioner details"
    },
    {
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      "variant": "practitioner_branch_evidence",
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      "sourceOrder": 3,
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      "type": "location",
      "title": "Contact Us"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
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    {
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      "sourceOrder": 5,
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    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
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    {
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      "city": "Chicago",
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    },
    {
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      "intent": "neuromodulator",
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    },
    {
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      "city": "Chicago",
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      "title": "Practitioner biographies"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 10,
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      "domain": "illariaesthetics.com",
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      "title": "Official services page"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 2,
      "sourceOrder": 11,
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      "type": "location",
      "title": "Clinic location and contact information"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 12,
      "url": "https://kbaestheticschicago.com/neurotoxin-injections",
      "domain": "kbaestheticschicago.com",
      "type": "unclassified",
      "title": "Neurotoxin treatment details"
    },
    {
      "observation": "O101",
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 13,
      "url": "https://kbaestheticschicago.com/location",
      "domain": "kbaestheticschicago.com",
      "type": "location",
      "title": "Chicago office location"
    },
    {
      "observation": "O101",
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      "platform": "chatgpt",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 14,
      "url": "https://kbaestheticschicago.glossgenius.com/about",
      "domain": "kbaestheticschicago.glossgenius.com",
      "type": "unclassified",
      "title": "About KB Aesthetics Chicago"
    },
    {
      "observation": "O103",
      "queryCell": "A08",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 1,
      "url": "https://fulcrumaesthetics.com/med-spa/botox",
      "domain": "fulcrumaesthetics.com",
      "type": "treatment",
      "title": "Botox in Chicago | Fulcrum Aesthetics Medspa"
    },
    {
      "observation": "O103",
      "queryCell": "A08",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 2,
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      "type": "unclassified",
      "title": "Chicago Cosmetic Surgery & Dermatology"
    },
    {
      "observation": "O103",
      "queryCell": "A08",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 3,
      "url": "https://google.com/searchviewer/10?svid=CAwSHRIbCgNwdnESFENnMHZaeTh4TVd4bmEyUXhhR2RzGAo",
      "domain": "google.com",
      "type": "unclassified",
      "title": "Chicago Aesthetics Club"
    },
    {
      "observation": "O103",
      "queryCell": "A08",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 4,
      "url": "https://google.com/searchviewer/10?svid=CAwSHRIbCgNwdnESFENnMHZaeTh4TVhnM09HNWpkbkp6GAo",
      "domain": "google.com",
      "type": "unclassified",
      "title": "Peachy West Loop"
    },
    {
      "observation": "O103",
      "queryCell": "A08",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 5,
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      "domain": "google.com",
      "type": "unclassified",
      "title": "Chicago Aesthetics Surgery & Med Spa"
    },
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      "sourceOrder": 3,
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    },
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      "sourceOrder": 5,
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      "intent": "laser",
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    },
    {
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    {
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      "city": "Chicago",
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      "variant": "practitioner_branch_evidence",
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      "domain": "ericksondermatology.com",
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    },
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      "city": "Chicago",
      "intent": "laser",
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      "title": "Erickson Cosmetic Dermatology & Lifestyle Medicine"
    },
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      "city": "Chicago",
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      "variant": "practitioner_branch_evidence",
      "wave": 2,
      "sourceOrder": 7,
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      "domain": "fewinstitute.com",
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      "title": "Laser Skin Treatments Chicago"
    },
    {
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      "city": "Chicago",
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      "variant": "practitioner_branch_evidence",
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    },
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      "intent": "laser",
      "variant": "practitioner_branch_evidence",
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      "sourceOrder": 9,
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      "title": "Non-Surgical Facial Rejuvenation"
    },
    {
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      "variant": "practitioner_branch_evidence",
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      "sourceOrder": 10,
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      "domain": "mychapter.com",
      "type": "location",
      "title": "Med Spa in West Loop Chicago, IL"
    },
    {
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      "title": "TOP 10 BEST Dermal Fillers in New York, NY"
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    },
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      "title": "Botox in New York, NY: Prices & Verified Injectors (2026)"
    },
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    },
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      "title": "Skin Spirit Medical Aesthetics - NYC, Upper East Side"
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      "variant": "practitioner_branch_evidence",
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    {
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    {
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      "title": "New York State Education Department’s professional license verification service"
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      "intent": "laser",
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      "city": "New York City",
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      "sourceOrder": 3,
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      "title": "Laser Skin Resurfacing Manhattan, Upper East Side, & Flatiron District | Elite Aesthetics"
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      "sourceOrder": 5,
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      "title": "How to Choose the Right NYC Laser Treatment"
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      "sourceOrder": 6,
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    {
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      "city": "New York City",
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      "title": "Laser Resurfacing NYC: The Only Laser You Will Ever Need! - SmarterSkin Dermatology"
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    {
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      "intent": "laser",
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      "sourceOrder": 1,
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      "type": "location",
      "title": "Manhattan Office"
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    {
      "observation": "O162",
      "queryCell": "A05",
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      "city": "New York City",
      "intent": "laser",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 2,
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      "domain": "mountsinai.org",
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      "title": "Laser & Light Procedures NYC | Mount Sinai - New York"
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    {
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      "queryCell": "A05",
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      "city": "New York City",
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      "wave": 3,
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    {
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      "queryCell": "A05",
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      "city": "New York City",
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      "sourceOrder": 4,
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      "title": "Laser Treatments"
    },
    {
      "observation": "O162",
      "queryCell": "A05",
      "platform": "ai_mode",
      "city": "New York City",
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    {
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      "city": "New York City",
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      "title": "Laser Skin Resurfacing"
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      "city": "New York City",
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      "city": "New York City",
      "intent": "laser",
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      "wave": 3,
      "sourceOrder": 4,
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    {
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      "platform": "chatgpt",
      "city": "New York City",
      "intent": "laser",
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      "wave": 3,
      "sourceOrder": 5,
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      "type": "directory_social",
      "title": "Laser & Skin Surgery Center of New York"
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      "city": "New York City",
      "intent": "laser",
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      "type": "treatment",
      "title": "Laser Resurfacing in New York: 70 Top-Rated Providers"
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    {
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      "city": "New York City",
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      "sourceOrder": 7,
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    },
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      "city": "New York City",
      "intent": "laser",
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      "sourceOrder": 8,
      "url": "https://michelegreenmd.com/non-ablative-fractional-laser",
      "domain": "michelegreenmd.com",
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      "title": "Non-Ablative Fractional Laser"
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    {
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      "platform": "chatgpt",
      "city": "New York City",
      "intent": "laser",
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      "type": "directory_social",
      "title": "New York Cosmetic Skin & Laser Surgery Center - Manhattan"
    },
    {
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      "queryCell": "A05",
      "platform": "chatgpt",
      "city": "New York City",
      "intent": "laser",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 10,
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      "domain": "yelp.com",
      "type": "directory_social",
      "title": "Washington Square Dermatology"
    },
    {
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      "queryCell": "A05",
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      "city": "New York City",
      "intent": "laser",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 11,
      "url": "https://cosmeticskinandlaser.com/",
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      "title": "Studio Esthetique: Botox, Dysport, Restylane, Juvederm ..."
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    {
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      "title": "CO2 Laser Manhattan, Upper East Side, & Flatiron District | Elite Aesthetics"
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      "title": "Manhattan Office - Laser and Skin Surgery Center of New York"
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    {
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      "variant": "practitioner_branch_evidence",
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      "type": "treatment",
      "title": "Laser Skin Resurfacing Manhattan, Upper East Side, & Flatiron District | Elite Aesthetics"
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    {
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      "title": "Best Laser Treatments in NYC for Radiant, Firm Skin"
    },
    {
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      "variant": "practitioner_branch_evidence",
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      "sourceOrder": 10,
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      "title": "Laser Dermatology in NYC"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 2,
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      "domain": "verifiedaesthetics.com",
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      "title": "Botox in Chicago, IL: Prices & Verified Injectors (2026)"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 3,
      "sourceOrder": 3,
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    {
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      "sourceOrder": 4,
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    },
    {
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    {
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      "intent": "neuromodulator",
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    {
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    {
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      "city": "Chicago",
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      "wave": 3,
      "sourceOrder": 8,
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      "domain": "cadellaaesthetics.com",
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      "title": "Cadella Aesthetics Medspa Chicago"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "title": "Peachy West Loop"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
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      "wave": 3,
      "sourceOrder": 10,
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      "domain": "peachystudio.com",
      "type": "homepage",
      "title": "Studio website"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 11,
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      "title": "Donald Lei, MD, MS"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 12,
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      "domain": "cdc.gov",
      "type": "unclassified",
      "title": "How to Stay Safe When Getting Botulinum Toxin Injections | Botulism"
    },
    {
      "observation": "O169",
      "queryCell": "A07",
      "platform": "chatgpt",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 13,
      "url": "https://rxabbvie.com/pdf/botox-cosmetic_pi.pdf",
      "domain": "rxabbvie.com",
      "type": "treatment",
      "title": "HIGHLIGHTS OF PRESCRIBING INFORMATION"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 14,
      "url": "https://bestbotoxclinics.com/best-botox-clinics-chicago-il",
      "domain": "bestbotoxclinics.com",
      "type": "treatment",
      "title": "Best Botox Clinics in Chicago, IL (2026)"
    },
    {
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      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 1,
      "url": "https://chicagoaesthetics.com/med-spa-treatments/botox",
      "domain": "chicagoaesthetics.com",
      "type": "treatment",
      "title": "Botox Wrinkle Treatment - Chicago Aesthetics Surgery & Med Spa"
    },
    {
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      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 2,
      "url": "https://medspastandards.com/blog/illinois/who-can-inject-botox-illinois",
      "domain": "medspastandards.com",
      "type": "editorial",
      "title": "Who Can Inject Botox in Illinois? (2026 Scope Rules)"
    },
    {
      "observation": "O171",
      "queryCell": "A07",
      "platform": "ai_overviews",
      "city": "Chicago",
      "intent": "neuromodulator",
      "variant": "selection",
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      "type": "unclassified",
      "title": "Injectables Consultation"
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      "title": "Hyaluronic Acid Filler, Radiesse, Sculptra Consultation"
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      "type": "directory_social",
      "title": "TOP 10 BEST Medical Spas in Chicago, IL - Updated 2026"
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      "title": "Chicago Medical Spa & Skincare | SpaDerma Medspa ..."
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      "city": "Chicago",
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      "sourceOrder": 3,
      "url": "https://mygeldnercenter.com/med-spa/dermal-fillers",
      "domain": "mygeldnercenter.com",
      "type": "treatment",
      "title": "Dermal Fillers Enhance Your Beauty | Chicago & Oak Brook"
    },
    {
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      "city": "Chicago",
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      "variant": "selection",
      "wave": 3,
      "sourceOrder": 4,
      "url": "https://nmaestheticmedicine.com/plastic-surgery-chicago-il/aesthetics/cosmetic-injectables/dermal-fillers",
      "domain": "nmaestheticmedicine.com",
      "type": "treatment",
      "title": "Best Dermal Fillers Chicago, IL"
    },
    {
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      "city": "Chicago",
      "intent": "fillers",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 1,
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      "domain": "chicagomedspareviews.com",
      "type": "editorial",
      "title": "The Best Med Spas in Chicago: 24 Verified Clinics"
    },
    {
      "observation": "O179",
      "queryCell": "A09",
      "platform": "chatgpt",
      "city": "Chicago",
      "intent": "fillers",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 2,
      "url": "https://uchicagomedicine.org/conditions-services/dermatology/treatments-and-services/cosmetic-dermatology",
      "domain": "uchicagomedicine.org",
      "type": "treatment",
      "title": "Cosmetic Dermatology in Chicago"
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      "sourceOrder": 2,
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      "type": "treatment",
      "title": "6 Best Laser Skin Resurfacing Clinics in Chicago"
    },
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    },
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    },
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    },
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      "title": "Aesthetic Treatments and Product Providers in South Miami, FL"
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      "sourceOrder": 4,
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      "title": "Dermal Fillers in North Miami, FL"
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    {
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      "title": "Del Campo Dermatology & Laser Institute: 4.9 from 120 Google Reviews"
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      "title": "Miami Plastic Surgery"
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    {
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      "platform": "chatgpt",
      "city": "Miami",
      "intent": "fillers",
      "variant": "selection",
      "wave": 3,
      "sourceOrder": 7,
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      "domain": "miamiplasticsurgery.com",
      "type": "homepage",
      "title": "Official website"
    },
    {
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      "type": "unclassified",
      "title": "MDW Aesthetics Miami"
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  "downloads": [],
  "qualitativeReviewStatus": "PASS",
  "qualitativeReviewNotes": [
    "Slot incidence and unique-page counts are separate. A repeated selected URL was fetched and inspected once; procedure evidence is evaluated for the procedure in each slot.",
    "True means a positive finding within the stated inspected scope. Null means unestablished, not absent; uninspected images, dynamic content, tabs, linked pages and entire websites are outside the inspection.",
    "Named-practitioner information is not license verification or proof of a practitioner/branch/treatment relationship unless that relationship is explicitly documented.",
    "Fee/payment context is not a verified treatment quotation. Publisher support contacts, navigation-only names and testimonial-only practitioner names do not establish the corresponding clinic evidence.",
    "Answer narrative checks are bounded qualitative comparisons, not a provider-accuracy rate, clinical assessment or proof that a citation caused a recommendation.",
    "Private raw answers and HTML/text snapshots are not redistributed. Public notes contain paraphrases rather than provider-name examples, full-answer text or body quotations."
  ],
  "qualitativeReviewMethod": "Assistant read saved static page text/contact evidence and bounded selected-source contexts in actual captured answer narratives, with explicit per-answer scopes. Adjudications are bound to response/page hashes. No human or clinical review is claimed.",
  "qualitativeReviewSha256": "312dbe86940a0bf43e5d08aa5422dfa637cd771dd766e5fc1c02f2208bc0b8db",
  "qualitativeReviewCounts": {
    "slots": 36,
    "selectedSources": 32,
    "uniqueSelectedSources": 31,
    "inspectedSlots": 21,
    "inspectedPages": 20,
    "answerNarrativesReviewed": 33,
    "treatment": 16,
    "practitioner": 15,
    "location": 12,
    "contact": 18,
    "priceQualification": 10
  }
}
