{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "China",
  "industry": "Hospitality",
  "rankings": [
    {
      "rank": 1,
      "slug": "marriott",
      "company": "Marriott",
      "website": "marriott.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/marriott",
      "rankChange": 1,
      "mentionCount": 35,
      "previousRank": 2,
      "visibilityScore": 89.7
    },
    {
      "rank": 2,
      "slug": "hilton",
      "company": "Hilton",
      "website": "hilton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hilton",
      "rankChange": -1,
      "mentionCount": 32,
      "previousRank": 1,
      "visibilityScore": 82.1
    },
    {
      "rank": 3,
      "slug": "intercontinental-hotels",
      "company": "Intercontinental Hotels",
      "website": "intercontinentalhotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercontinental-hotels",
      "rankChange": 4,
      "mentionCount": 22,
      "previousRank": 7,
      "visibilityScore": 56.4
    },
    {
      "rank": 4,
      "slug": "accor",
      "company": "Accor",
      "website": "accor.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/accor",
      "rankChange": 6,
      "mentionCount": 19,
      "previousRank": 10,
      "visibilityScore": 48.7
    },
    {
      "rank": 5,
      "slug": "huazhu",
      "company": "Huazhu",
      "website": "huazhu.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/huazhu",
      "rankChange": 0,
      "mentionCount": 17,
      "previousRank": 5,
      "visibilityScore": 43.6
    },
    {
      "rank": 6,
      "slug": "ihg-hotels-and-resorts",
      "company": "IHG Hotels & Resorts",
      "website": "ihghotelsandresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/ihg-hotels-and-resorts",
      "rankChange": -2,
      "mentionCount": 16,
      "previousRank": 4,
      "visibilityScore": 41
    },
    {
      "rank": 7,
      "slug": "jin-jiang",
      "company": "Jin Jiang",
      "website": "jinjiang.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jin-jiang",
      "rankChange": -4,
      "mentionCount": 16,
      "previousRank": 3,
      "visibilityScore": 41
    },
    {
      "rank": 8,
      "slug": "four-seasons",
      "company": "Four Seasons",
      "website": "fourseasons.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/four-seasons",
      "rankChange": 16,
      "mentionCount": 10,
      "previousRank": 24,
      "visibilityScore": 25.6
    },
    {
      "rank": 9,
      "slug": "shangri-la-hotels-and-resorts",
      "company": "Shangri-La Hotels And Resorts",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/shangri-la-hotels-and-resorts",
      "rankChange": 37,
      "mentionCount": 10,
      "previousRank": 46,
      "visibilityScore": 25.6
    },
    {
      "rank": 10,
      "slug": "the-ritz-carlton",
      "company": "The Ritz-Carlton",
      "website": "theritzcarlton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/the-ritz-carlton",
      "rankChange": null,
      "mentionCount": 9,
      "previousRank": null,
      "visibilityScore": 23.1
    },
    {
      "rank": 11,
      "slug": "jw-marriott",
      "company": "Jw Marriott",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jw-marriott",
      "rankChange": 14,
      "mentionCount": 7,
      "previousRank": 25,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "st-regis",
      "company": "St. Regis",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/st-regis",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 13,
      "slug": "huazhu-hotels-group",
      "company": "Huazhu Hotels Group",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/huazhu-hotels-group",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 14,
      "slug": "shangri-la",
      "company": "Shangri-la",
      "website": "shangrila.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/shangri-la",
      "rankChange": -8,
      "mentionCount": 6,
      "previousRank": 6,
      "visibilityScore": 15.4
    },
    {
      "rank": 15,
      "slug": "w-hotels",
      "company": "W Hotels",
      "website": "whotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/w-hotels",
      "rankChange": 36,
      "mentionCount": 6,
      "previousRank": 51,
      "visibilityScore": 15.4
    },
    {
      "rank": 16,
      "slug": "crowne-plaza",
      "company": "Crowne Plaza",
      "website": "crowneplaza.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/crowne-plaza",
      "rankChange": -2,
      "mentionCount": 5,
      "previousRank": 14,
      "visibilityScore": 12.8
    },
    {
      "rank": 17,
      "slug": "grand-hyatt",
      "company": "Grand Hyatt",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/grand-hyatt",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 18,
      "slug": "park-hyatt",
      "company": "Park Hyatt",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/park-hyatt",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 19,
      "slug": "andaz",
      "company": "Andaz",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/andaz",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 20,
      "slug": "intercontinental",
      "company": "Intercontinental",
      "website": "intercontinental.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercontinental",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 21,
      "slug": "novotel",
      "company": "Novotel",
      "website": "novotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/novotel",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 22,
      "slug": "pullman",
      "company": "Pullman",
      "website": "pullman.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/pullman",
      "rankChange": -7,
      "mentionCount": 4,
      "previousRank": 15,
      "visibilityScore": 10.3
    },
    {
      "rank": 23,
      "slug": "sheraton",
      "company": "Sheraton",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sheraton",
      "rankChange": 8,
      "mentionCount": 4,
      "previousRank": 31,
      "visibilityScore": 10.3
    },
    {
      "rank": 24,
      "slug": "sofitel",
      "company": "Sofitel",
      "website": "sofitel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sofitel",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 25,
      "slug": "mandarin-oriental",
      "company": "Mandarin Oriental",
      "website": "mandarinoriental.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/mandarin-oriental",
      "rankChange": 3,
      "mentionCount": 3,
      "previousRank": 28,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 75,
  "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"
    ]
  }
}