{
  "industry": "Finance",
  "country": "GB",
  "month": "2026-09",
  "lastUpdated": "2026-09-20",
  "totalCompanies": 111,
  "topCompanies": [
    {
      "rank": 1,
      "company": "Barclays",
      "score": 79.5,
      "slug": "barclays"
    },
    {
      "rank": 2,
      "company": "HSBC",
      "score": 64.1,
      "slug": "hsbc"
    },
    {
      "rank": 3,
      "company": "Lloyds",
      "score": 64.1,
      "slug": "lloyds"
    },
    {
      "rank": 4,
      "company": "Schroders",
      "score": 59,
      "slug": "schroders"
    },
    {
      "rank": 5,
      "company": "Goldman Sachs",
      "score": 56.4,
      "slug": "goldman-sachs"
    },
    {
      "rank": 6,
      "company": "Natwest",
      "score": 43.6,
      "slug": "natwest"
    },
    {
      "rank": 7,
      "company": "Aviva",
      "score": 35.9,
      "slug": "aviva"
    },
    {
      "rank": 8,
      "company": "BlackRock",
      "score": 33.3,
      "slug": "blackrock"
    },
    {
      "rank": 9,
      "company": "Revolut",
      "score": 33.3,
      "slug": "revolut"
    },
    {
      "rank": 10,
      "company": "JPMorgan Chase",
      "score": 30.8,
      "slug": "jpmorgan-chase"
    }
  ],
  "methodology": {
    "version": "1.0",
    "url": "https://employers.perceptionx.ai/api-docs/#methodology",
    "description": "Visibility Score (0-100) is the share of AI model × candidate-experience-theme combinations within an industry and country where the company was mentioned in AI-generated answers to candidate-style questions. Ranks are computed per industry and country; ties break by mention count, then company name. Responses from other assistants (e.g. Claude, DeepSeek) are collected for research but not included in index scoring.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}