{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Hospitality",
  "rankings": [
    {
      "rank": 1,
      "slug": "accor",
      "company": "Accor",
      "website": "accor.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/accor",
      "rankChange": 0,
      "mentionCount": 38,
      "previousRank": 1,
      "visibilityScore": 97.4
    },
    {
      "rank": 2,
      "slug": "marriott",
      "company": "Marriott",
      "website": "marriott.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/marriott",
      "rankChange": 3,
      "mentionCount": 15,
      "previousRank": 5,
      "visibilityScore": 38.5
    },
    {
      "rank": 3,
      "slug": "novotel",
      "company": "Novotel",
      "website": "novotel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/novotel",
      "rankChange": 18,
      "mentionCount": 13,
      "previousRank": 21,
      "visibilityScore": 33.3
    },
    {
      "rank": 4,
      "slug": "louvre-hotels",
      "company": "Louvre Hotels",
      "website": "louvrehotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/louvre-hotels",
      "rankChange": -2,
      "mentionCount": 11,
      "previousRank": 2,
      "visibilityScore": 28.2
    },
    {
      "rank": 5,
      "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": 10,
      "previousRank": 7,
      "visibilityScore": 25.6
    },
    {
      "rank": 6,
      "slug": "hilton",
      "company": "Hilton",
      "website": "hilton.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/hilton",
      "rankChange": 0,
      "mentionCount": 9,
      "previousRank": 6,
      "visibilityScore": 23.1
    },
    {
      "rank": 7,
      "slug": "ibis",
      "company": "Ibis",
      "website": "ibis.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/ibis",
      "rankChange": 12,
      "mentionCount": 9,
      "previousRank": 19,
      "visibilityScore": 23.1
    },
    {
      "rank": 8,
      "slug": "sofitel",
      "company": "Sofitel",
      "website": "sofitel.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sofitel",
      "rankChange": 5,
      "mentionCount": 9,
      "previousRank": 13,
      "visibilityScore": 23.1
    },
    {
      "rank": 9,
      "slug": "club-med",
      "company": "Club Med",
      "website": "clubmed.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/club-med",
      "rankChange": -6,
      "mentionCount": 8,
      "previousRank": 3,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "mercure",
      "company": "Mercure",
      "website": "mercure.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/mercure",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 11,
      "slug": "intercontinental-hotels",
      "company": "Intercontinental Hotels",
      "website": "intercontinentalhotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/intercontinental-hotels",
      "rankChange": 19,
      "mentionCount": 7,
      "previousRank": 30,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "pullman",
      "company": "Pullman",
      "website": "pullman.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/pullman",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 13,
      "slug": "disney",
      "company": "Disney",
      "website": "disney.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/disney",
      "rankChange": -5,
      "mentionCount": 6,
      "previousRank": 8,
      "visibilityScore": 15.4
    },
    {
      "rank": 14,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": 6,
      "mentionCount": 6,
      "previousRank": 20,
      "visibilityScore": 15.4
    },
    {
      "rank": 15,
      "slug": "sodexo",
      "company": "Sodexo",
      "website": "sodexo.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/sodexo",
      "rankChange": -3,
      "mentionCount": 6,
      "previousRank": 12,
      "visibilityScore": 15.4
    },
    {
      "rank": 16,
      "slug": "four-seasons",
      "company": "Four Seasons",
      "website": "fourseasons.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/four-seasons",
      "rankChange": -7,
      "mentionCount": 5,
      "previousRank": 9,
      "visibilityScore": 12.8
    },
    {
      "rank": 17,
      "slug": "jin-jiang",
      "company": "Jin Jiang",
      "website": "jinjiang.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/jin-jiang",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 18,
      "slug": "belmond",
      "company": "Belmond",
      "website": "belmond.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/belmond",
      "rankChange": 7,
      "mentionCount": 4,
      "previousRank": 25,
      "visibilityScore": 10.3
    },
    {
      "rank": 19,
      "slug": "golden-tulip",
      "company": "Golden Tulip",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/golden-tulip",
      "rankChange": 10,
      "mentionCount": 3,
      "previousRank": 29,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "kyriad",
      "company": "Kyriad",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/kyriad",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "b-and-b-hotels",
      "company": "B & B Hotels",
      "website": "bandbhotels.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/b-and-b-hotels",
      "rankChange": -17,
      "mentionCount": 2,
      "previousRank": 4,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "bookingcom",
      "company": "Booking.com",
      "website": "bookingcom.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/bookingcom",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "elior",
      "company": "Elior",
      "website": "elior.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/elior",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "fairmont",
      "company": "Fairmont",
      "website": "fairmont.com",
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/fairmont",
      "rankChange": -6,
      "mentionCount": 2,
      "previousRank": 18,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "lvmh-hotel-management",
      "company": "Lvmh Hotel Management",
      "website": null,
      "industry": "Hospitality",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh-hotel-management",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 67,
  "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"
    ]
  }
}