{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Brazil",
  "industry": "Hospitality",
  "rankings": [
    {
      "rank": 1,
      "slug": "accor",
      "company": "Accor",
      "website": "accor.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/accor",
      "rankChange": 0,
      "mentionCount": 37,
      "previousRank": 1,
      "visibilityScore": 94.9
    },
    {
      "rank": 2,
      "slug": "hilton",
      "company": "Hilton",
      "website": "hilton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hilton",
      "rankChange": 0,
      "mentionCount": 28,
      "previousRank": 2,
      "visibilityScore": 71.8
    },
    {
      "rank": 3,
      "slug": "marriott",
      "company": "Marriott",
      "website": "marriott.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/marriott",
      "rankChange": 1,
      "mentionCount": 27,
      "previousRank": 4,
      "visibilityScore": 69.2
    },
    {
      "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": 3,
      "mentionCount": 14,
      "previousRank": 7,
      "visibilityScore": 35.9
    },
    {
      "rank": 5,
      "slug": "atlantica-hotels",
      "company": "Atlantica Hotels",
      "website": "atlanticahotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/atlantica-hotels",
      "rankChange": -2,
      "mentionCount": 11,
      "previousRank": 3,
      "visibilityScore": 28.2
    },
    {
      "rank": 6,
      "slug": "ibis",
      "company": "Ibis",
      "website": "ibis.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/ibis",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 7,
      "slug": "novotel",
      "company": "Novotel",
      "website": "novotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/novotel",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 8,
      "slug": "mercure",
      "company": "Mercure",
      "website": "mercure.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/mercure",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 9,
      "slug": "wyndham",
      "company": "Wyndham",
      "website": "wyndham.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/wyndham",
      "rankChange": -1,
      "mentionCount": 5,
      "previousRank": 8,
      "visibilityScore": 12.8
    },
    {
      "rank": 10,
      "slug": "aviva",
      "company": "Aviva",
      "website": "aviva.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/aviva",
      "rankChange": 8,
      "mentionCount": 4,
      "previousRank": 18,
      "visibilityScore": 10.3
    },
    {
      "rank": 11,
      "slug": "belmond",
      "company": "Belmond",
      "website": "belmond.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/belmond",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 12,
      "slug": "intercontinental-hotels",
      "company": "Intercontinental Hotels",
      "website": "intercontinentalhotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercontinental-hotels",
      "rankChange": -2,
      "mentionCount": 4,
      "previousRank": 10,
      "visibilityScore": 10.3
    },
    {
      "rank": 13,
      "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": 14,
      "slug": "bhg",
      "company": "BHG",
      "website": "bhg.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/bhg",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 15,
      "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": 16,
      "slug": "hyatt-hotels-brasil",
      "company": "Hyatt Hotels Brasil",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hyatt-hotels-brasil",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "jw-marriott-rio-de-janeiro",
      "company": "Jw Marriott Rio De Janeiro",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jw-marriott-rio-de-janeiro",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "radisson-hotel",
      "company": "Radisson Hotel",
      "website": "radissonhotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/radisson-hotel",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "vila-gale",
      "company": "Vila Galé",
      "website": "vilagale.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/vila-gale",
      "rankChange": 17,
      "mentionCount": 3,
      "previousRank": 36,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "courtyard",
      "company": "Courtyard",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/courtyard",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 21,
      "slug": "crowne-plaza",
      "company": "Crowne Plaza",
      "website": "crowneplaza.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/crowne-plaza",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "grand-hyatt",
      "company": "Grand Hyatt",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/grand-hyatt",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "jw-marriott",
      "company": "Jw Marriott",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jw-marriott",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "rosewood-hotels-and-resorts",
      "company": "Rosewood Hotels & Resorts",
      "website": "rosewoodhotelsandresorts.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/rosewood-hotels-and-resorts",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "sheraton",
      "company": "Sheraton",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sheraton",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 63,
  "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"
    ]
  }
}