{
  "study": "Brainpan.AI AIVI™ Insurance Benchmark — Q2 2026",
  "publisher": "Brainpan.AI",
  "sourceUrl": "https://www.brainpan.ai/research/aivi-insurance-benchmark-q2-2026/",
  "reportPdf": "https://www.brainpan.ai/research/Brainpan-AIVI-Insurance-Benchmark-Q2-2026.pdf",
  "methodology": "AIVI™ (AI Visibility Index): organic-only, first-brand-mention attribution; weighted composite of Share of Voice (35%), Recommendation strength (25%), Position Weighting (20%), Citation Influence (15%), and Top-3 rate (5%), normalized so the category leader = 100.",
  "period": "Q2 2026",
  "publishedDate": "2026-07-21",
  "updatedAt": "2026-07-21T00:00:00Z",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "licenseNote": "This data is licensed under CC BY 4.0. You may reuse, adapt, and redistribute it, including commercially, provided you give attribution to Brainpan.AI and link to the source URL below.",
  "studyScope": {
    "brandsInFullStudy": 134,
    "brandsInThisDataset": 10,
    "scopeNote": "This API publishes only the top 10 brands released in the Q2 2026 Key Findings summary PDF. The full 134-brand universe is not published via this API.",
    "engines": [
      "ChatGPT",
      "Gemini",
      "Perplexity",
      "Copilot",
      "Claude"
    ],
    "stratifiedPrompts": 300,
    "modelResponses": 1500,
    "organicBrandMentionsStudyWide": 4328,
    "organicCitationsStudyWide": 1742
  },
  "metricDefinitions": {
    "aivi": "AIVI™ (AI Visibility Index) score, 0-100, normalized so the leading brand in the study = 100.",
    "mentions": "Total organic brand mentions across all five engines (ChatGPT, Gemini, Perplexity, Copilot, Claude).",
    "shareOfVoicePct": "Brand's share of total organic mentions across the top-10 set, expressed as a percentage.",
    "top3RatePct": "Share of the brand's mentions that appeared in the top 3 positions of a model response, expressed as a percentage.",
    "recommendationRatePct": "Share of the brand's mentions that functioned as an active recommendation rather than neutral inclusion, expressed as a percentage.",
    "citations": "Total source-linked citations. Only Perplexity and Copilot produced citations in this dataset; ChatGPT, Claude, and Gemini operated as non-citing recommendation environments."
  },
  "brand": {
    "rank": 8,
    "brand": "The Hartford",
    "slug": "the-hartford",
    "aivi": 42.0,
    "mentions": 134,
    "shareOfVoicePct": 3.1,
    "top3RatePct": 88.1,
    "recommendationRatePct": 27.6,
    "citations": 57
  }
}