{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "China",
  "industry": "Beauty",
  "rankings": [
    {
      "rank": 1,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": 0,
      "mentionCount": 37,
      "previousRank": 1,
      "visibilityScore": 77.1
    },
    {
      "rank": 2,
      "slug": "shiseido",
      "company": "Shiseido",
      "website": "shiseido.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/shiseido",
      "rankChange": 0,
      "mentionCount": 26,
      "previousRank": 2,
      "visibilityScore": 54.2
    },
    {
      "rank": 3,
      "slug": "estee-lauder",
      "company": "Estée Lauder",
      "website": "esteelauder.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/estee-lauder",
      "rankChange": 0,
      "mentionCount": 23,
      "previousRank": 3,
      "visibilityScore": 47.9
    },
    {
      "rank": 4,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 4,
      "visibilityScore": 14.6
    },
    {
      "rank": 5,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 5,
      "visibilityScore": 12.5
    },
    {
      "rank": 6,
      "slug": "estee-lauder-companies",
      "company": "estée lauder companies",
      "website": "esteelaudercompanies.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/estee-lauder-companies",
      "rankChange": 2,
      "mentionCount": 5,
      "previousRank": 8,
      "visibilityScore": 10.4
    },
    {
      "rank": 7,
      "slug": "sephora",
      "company": "Sephora",
      "website": "sephora.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/sephora",
      "rankChange": -1,
      "mentionCount": 4,
      "previousRank": 6,
      "visibilityScore": 8.3
    },
    {
      "rank": 8,
      "slug": "the-estee-lauder-companies",
      "company": "The Estée Lauder Companies",
      "website": "theesteelaudercompanies.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/the-estee-lauder-companies",
      "rankChange": -1,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 6.3
    },
    {
      "rank": 9,
      "slug": "alibaba",
      "company": "Alibaba",
      "website": "alibaba.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/alibaba",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 10,
      "slug": "chanel",
      "company": "Chanel",
      "website": "chanel.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/chanel",
      "rankChange": 1,
      "mentionCount": 2,
      "previousRank": 11,
      "visibilityScore": 4.2
    },
    {
      "rank": 11,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 9,
      "mentionCount": 2,
      "previousRank": 20,
      "visibilityScore": 4.2
    },
    {
      "rank": 12,
      "slug": "xiaohongshu",
      "company": "Xiaohongshu",
      "website": "xiaohongshu.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/xiaohongshu",
      "rankChange": -3,
      "mentionCount": 2,
      "previousRank": 9,
      "visibilityScore": 4.2
    },
    {
      "rank": 13,
      "slug": "beiersdorf",
      "company": "Beiersdorf",
      "website": "beiersdorf.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/beiersdorf",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 14,
      "slug": "bloomage-biotechnology",
      "company": "Bloomage Biotechnology",
      "website": "bloomagebiotechnology.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/bloomage-biotechnology",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 15,
      "slug": "coty",
      "company": "Coty",
      "website": "coty.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/coty",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 16,
      "slug": "dior",
      "company": "Dior",
      "website": "dior.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/dior",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 17,
      "slug": "guerlain",
      "company": "Guerlain",
      "website": "guerlain.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/guerlain",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 18,
      "slug": "jdcom",
      "company": "JD.com",
      "website": "jdcom.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/jdcom",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 19,
      "slug": "kiehls",
      "company": "Kiehl's",
      "website": "kiehls.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/kiehls",
      "rankChange": -6,
      "mentionCount": 1,
      "previousRank": 13,
      "visibilityScore": 2.1
    },
    {
      "rank": 20,
      "slug": "kinaxis",
      "company": "Kinaxis",
      "website": "kinaxis.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/kinaxis",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 21,
      "slug": "la-roche-posay",
      "company": "La Roche-posay",
      "website": "larocheposay.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/la-roche-posay",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 22,
      "slug": "loccitane",
      "company": "L'occitane",
      "website": "loccitane.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/loccitane",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 23,
      "slug": "mac-cosmetics",
      "company": "M·a·c Cosmetics",
      "website": "maccosmetics.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/mac-cosmetics",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 24,
      "slug": "procter-and-gamble-beauty",
      "company": "Procter & Gamble Beauty",
      "website": "procterandgamblebeauty.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble-beauty",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 24,
  "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.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}