{
  "industry": "Hospitality",
  "country": "AE",
  "month": "2026-09",
  "lastUpdated": "2026-09-20",
  "totalCompanies": 121,
  "topCompanies": [
    {
      "rank": 1,
      "company": "Hilton",
      "score": 78.9,
      "slug": "hilton"
    },
    {
      "rank": 2,
      "company": "Marriott",
      "score": 78.9,
      "slug": "marriott"
    },
    {
      "rank": 3,
      "company": "Accor",
      "score": 71.1,
      "slug": "accor"
    },
    {
      "rank": 4,
      "company": "Jumeirah Group",
      "score": 71.1,
      "slug": "jumeirah-group"
    },
    {
      "rank": 5,
      "company": "Emaar",
      "score": 55.3,
      "slug": "emaar"
    },
    {
      "rank": 6,
      "company": "Rotana Hotels",
      "score": 44.7,
      "slug": "rotana-hotels"
    },
    {
      "rank": 7,
      "company": "IHG Hotels & Resorts",
      "score": 39.5,
      "slug": "ihg-hotels-and-resorts"
    },
    {
      "rank": 8,
      "company": "Novotel",
      "score": 28.9,
      "slug": "novotel"
    },
    {
      "rank": 9,
      "company": "Four Seasons",
      "score": 26.3,
      "slug": "four-seasons"
    },
    {
      "rank": 10,
      "company": "Sofitel",
      "score": 26.3,
      "slug": "sofitel"
    }
  ],
  "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"
    ]
  }
}