{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-09",
  "country": "United States",
  "industry": "Hospitality",
  "rankings": [
    {
      "rank": 1,
      "slug": "marriott",
      "company": "Marriott",
      "website": "marriott.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/marriott",
      "rankChange": 1,
      "mentionCount": 38,
      "previousRank": 2,
      "visibilityScore": 97.4
    },
    {
      "rank": 2,
      "slug": "hilton",
      "company": "Hilton",
      "website": "hilton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hilton",
      "rankChange": -1,
      "mentionCount": 37,
      "previousRank": 1,
      "visibilityScore": 94.9
    },
    {
      "rank": 3,
      "slug": "four-seasons",
      "company": "Four Seasons",
      "website": "fourseasons.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/four-seasons",
      "rankChange": 0,
      "mentionCount": 26,
      "previousRank": 3,
      "visibilityScore": 66.7
    },
    {
      "rank": 4,
      "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": 1,
      "mentionCount": 17,
      "previousRank": 5,
      "visibilityScore": 43.6
    },
    {
      "rank": 5,
      "slug": "intercontinental-hotels",
      "company": "Intercontinental Hotels",
      "website": "intercontinentalhotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercontinental-hotels",
      "rankChange": 27,
      "mentionCount": 13,
      "previousRank": 32,
      "visibilityScore": 33.3
    },
    {
      "rank": 6,
      "slug": "disney",
      "company": "Disney",
      "website": "disney.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/disney",
      "rankChange": 13,
      "mentionCount": 12,
      "previousRank": 19,
      "visibilityScore": 30.8
    },
    {
      "rank": 7,
      "slug": "kimpton",
      "company": "Kimpton",
      "website": "ihg.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/kimpton",
      "rankChange": -3,
      "mentionCount": 12,
      "previousRank": 4,
      "visibilityScore": 30.8
    },
    {
      "rank": 8,
      "slug": "the-ritz-carlton",
      "company": "The Ritz-Carlton",
      "website": "theritzcarlton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/the-ritz-carlton",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 9,
      "visibilityScore": 23.1
    },
    {
      "rank": 9,
      "slug": "wyndham",
      "company": "Wyndham",
      "website": "wyndham.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/wyndham",
      "rankChange": 9,
      "mentionCount": 9,
      "previousRank": 18,
      "visibilityScore": 23.1
    },
    {
      "rank": 10,
      "slug": "choice-hotels",
      "company": "Choice Hotels",
      "website": "choicehotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/choice-hotels",
      "rankChange": 4,
      "mentionCount": 8,
      "previousRank": 14,
      "visibilityScore": 20.5
    },
    {
      "rank": 11,
      "slug": "accor",
      "company": "Accor",
      "website": "accor.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/accor",
      "rankChange": 11,
      "mentionCount": 7,
      "previousRank": 22,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "mgm-resorts",
      "company": "Mgm Resorts",
      "website": "mgmresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/mgm-resorts",
      "rankChange": 1,
      "mentionCount": 5,
      "previousRank": 13,
      "visibilityScore": 12.8
    },
    {
      "rank": 13,
      "slug": "aimbridge-hospitality",
      "company": "Aimbridge Hospitality",
      "website": "aimbridgehospitality.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/aimbridge-hospitality",
      "rankChange": -6,
      "mentionCount": 4,
      "previousRank": 7,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "omni-hotels-and-resorts",
      "company": "Omni Hotels & Resorts",
      "website": "omnihotelsandresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/omni-hotels-and-resorts",
      "rankChange": 23,
      "mentionCount": 4,
      "previousRank": 37,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "st-regis",
      "company": "St. Regis",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/st-regis",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 16,
      "slug": "airbnb",
      "company": "Airbnb",
      "website": "airbnb.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/airbnb",
      "rankChange": -10,
      "mentionCount": 3,
      "previousRank": 6,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "chipotle-mexican-grill",
      "company": "Chipotle Mexican Grill",
      "website": "chipotlemexicangrill.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/chipotle-mexican-grill",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "delta-air-lines",
      "company": "Delta Air Lines",
      "website": "deltaairlines.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/delta-air-lines",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 12,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "ritz-carlton",
      "company": "Ritz-Carlton",
      "website": "ritzcarlton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/ritz-carlton",
      "rankChange": 23,
      "mentionCount": 3,
      "previousRank": 42,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "starbucks",
      "company": "Starbucks",
      "website": "starbucks.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/starbucks",
      "rankChange": 24,
      "mentionCount": 3,
      "previousRank": 44,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "the-cheesecake-factory",
      "company": "The Cheesecake Factory",
      "website": "thecheesecakefactory.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/the-cheesecake-factory",
      "rankChange": -13,
      "mentionCount": 3,
      "previousRank": 8,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "waldorf-astoria",
      "company": "Waldorf Astoria",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/waldorf-astoria",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "andaz",
      "company": "Andaz",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/andaz",
      "rankChange": 2,
      "mentionCount": 2,
      "previousRank": 25,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "caesars-entertainment",
      "company": "Caesars Entertainment",
      "website": "caesarsentertainment.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/caesars-entertainment",
      "rankChange": 3,
      "mentionCount": 2,
      "previousRank": 27,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "chick-fil-a",
      "company": "Chick-fil-a",
      "website": "chickfila.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/chick-fil-a",
      "rankChange": -14,
      "mentionCount": 2,
      "previousRank": 11,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-09-03",
  "previousMonth": "2026-04",
  "totalCompanies": 88,
  "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"
    ]
  }
}