{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Germany",
  "industry": "Hospitality",
  "rankings": [
    {
      "rank": 1,
      "slug": "accor",
      "company": "Accor",
      "website": "accor.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/accor",
      "rankChange": 0,
      "mentionCount": 29,
      "previousRank": 1,
      "visibilityScore": 74.4
    },
    {
      "rank": 2,
      "slug": "marriott",
      "company": "Marriott",
      "website": "marriott.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/marriott",
      "rankChange": 1,
      "mentionCount": 28,
      "previousRank": 3,
      "visibilityScore": 71.8
    },
    {
      "rank": 3,
      "slug": "hilton",
      "company": "Hilton",
      "website": "hilton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hilton",
      "rankChange": 2,
      "mentionCount": 27,
      "previousRank": 5,
      "visibilityScore": 69.2
    },
    {
      "rank": 4,
      "slug": "deutsche-hospitality",
      "company": "Deutsche Hospitality",
      "website": "deutschehospitality.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/deutsche-hospitality",
      "rankChange": -2,
      "mentionCount": 21,
      "previousRank": 2,
      "visibilityScore": 53.8
    },
    {
      "rank": 5,
      "slug": "steigenberger",
      "company": "Steigenberger",
      "website": "steigenberger.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/steigenberger",
      "rankChange": 4,
      "mentionCount": 13,
      "previousRank": 9,
      "visibilityScore": 33.3
    },
    {
      "rank": 6,
      "slug": "intercityhotel",
      "company": "Intercityhotel",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercityhotel",
      "rankChange": 7,
      "mentionCount": 11,
      "previousRank": 13,
      "visibilityScore": 28.2
    },
    {
      "rank": 7,
      "slug": "motel-one",
      "company": "Motel One",
      "website": "motelone.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/motel-one",
      "rankChange": -3,
      "mentionCount": 9,
      "previousRank": 4,
      "visibilityScore": 23.1
    },
    {
      "rank": 8,
      "slug": "ibis",
      "company": "Ibis",
      "website": "ibis.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/ibis",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 9,
      "slug": "novotel",
      "company": "Novotel",
      "website": "novotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/novotel",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "radisson-hotel",
      "company": "Radisson Hotel",
      "website": "radissonhotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/radisson-hotel",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 11,
      "slug": "sofitel",
      "company": "Sofitel",
      "website": "sofitel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sofitel",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "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": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 13,
      "slug": "mercure",
      "company": "Mercure",
      "website": "mercure.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/mercure",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 14,
      "slug": "four-seasons",
      "company": "Four Seasons",
      "website": "fourseasons.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/four-seasons",
      "rankChange": 15,
      "mentionCount": 5,
      "previousRank": 29,
      "visibilityScore": 12.8
    },
    {
      "rank": 15,
      "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": -9,
      "mentionCount": 5,
      "previousRank": 6,
      "visibilityScore": 12.8
    },
    {
      "rank": 16,
      "slug": "best-western-hotels-and-resorts",
      "company": "Best Western Hotels & Resorts",
      "website": "bestwesternhotelsandresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/best-western-hotels-and-resorts",
      "rankChange": 6,
      "mentionCount": 4,
      "previousRank": 22,
      "visibilityScore": 10.3
    },
    {
      "rank": 17,
      "slug": "steigenberger-hotels-and-resorts",
      "company": "Steigenberger Hotels & Resorts",
      "website": "steigenbergerhotelsandresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/steigenberger-hotels-and-resorts",
      "rankChange": 3,
      "mentionCount": 4,
      "previousRank": 20,
      "visibilityScore": 10.3
    },
    {
      "rank": 18,
      "slug": "andaz",
      "company": "Andaz",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/andaz",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "bookingcom",
      "company": "Booking.com",
      "website": "bookingcom.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/bookingcom",
      "rankChange": 5,
      "mentionCount": 3,
      "previousRank": 24,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "deutsche-bahn",
      "company": "Deutsche Bahn",
      "website": "deutschebahn.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/deutsche-bahn",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "fairmont",
      "company": "Fairmont",
      "website": "fairmont.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/fairmont",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "grand-hyatt",
      "company": "Grand Hyatt",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/grand-hyatt",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "jw-marriott",
      "company": "Jw Marriott",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jw-marriott",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "kempinski-hotels",
      "company": "Kempinski Hotels",
      "website": "kempinskihotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/kempinski-hotels",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "lufthansa",
      "company": "Lufthansa",
      "website": "lufthansa.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/lufthansa",
      "rankChange": 8,
      "mentionCount": 3,
      "previousRank": 33,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 79,
  "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"
    ]
  }
}