{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "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": 35,
      "previousRank": 1,
      "visibilityScore": 89.7
    },
    {
      "rank": 2,
      "slug": "estee-lauder",
      "company": "Estée Lauder",
      "website": "esteelauder.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/estee-lauder",
      "rankChange": 1,
      "mentionCount": 29,
      "previousRank": 3,
      "visibilityScore": 74.4
    },
    {
      "rank": 3,
      "slug": "shiseido",
      "company": "Shiseido",
      "website": "shiseido.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/shiseido",
      "rankChange": -1,
      "mentionCount": 27,
      "previousRank": 2,
      "visibilityScore": 69.2
    },
    {
      "rank": 4,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": 1,
      "mentionCount": 13,
      "previousRank": 5,
      "visibilityScore": 33.3
    },
    {
      "rank": 5,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 23,
      "mentionCount": 8,
      "previousRank": 28,
      "visibilityScore": 20.5
    },
    {
      "rank": 6,
      "slug": "amorepacific",
      "company": "Amorepacific",
      "website": "amorepacific.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/amorepacific",
      "rankChange": 2,
      "mentionCount": 7,
      "previousRank": 8,
      "visibilityScore": 17.9
    },
    {
      "rank": 7,
      "slug": "p-and-g",
      "company": "P & G",
      "website": "pandg.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/p-and-g",
      "rankChange": 5,
      "mentionCount": 7,
      "previousRank": 12,
      "visibilityScore": 17.9
    },
    {
      "rank": 8,
      "slug": "sk-ii",
      "company": "Sk-ii",
      "website": "skii.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/sk-ii",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 9,
      "slug": "innisfree",
      "company": "Innisfree",
      "website": "innisfree.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/innisfree",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 10,
      "slug": "olay",
      "company": "Olay",
      "website": "olay.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/olay",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 11,
      "slug": "coty",
      "company": "Coty",
      "website": "coty.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/coty",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 12,
      "slug": "henkel",
      "company": "Henkel",
      "website": "henkel.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/henkel",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 13,
      "slug": "laneige",
      "company": "Laneige",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/laneige",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "alibaba",
      "company": "Alibaba",
      "website": "alibaba.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/alibaba",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 15,
      "slug": "clinique",
      "company": "Clinique",
      "website": "clinique.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/clinique",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 16,
      "slug": "jd-beauty",
      "company": "Jd Beauty",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/jd-beauty",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "lancome",
      "company": "Lancôme",
      "website": "lancme.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/lancome",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": -14,
      "mentionCount": 3,
      "previousRank": 4,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "mac",
      "company": "Mac",
      "website": "mac.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/mac",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "dove",
      "company": "Dove",
      "website": "dove.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/dove",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 21,
      "slug": "sephora",
      "company": "Sephora",
      "website": "sephora.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/sephora",
      "rankChange": -15,
      "mentionCount": 2,
      "previousRank": 6,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "sulwhasoo",
      "company": "Sulwhasoo",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/sulwhasoo",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "unilever-beauty",
      "company": "Unilever Beauty",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever-beauty",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "as-watson-group",
      "company": "A.S. Watson Group",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/as-watson-group",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 25,
      "slug": "aveda",
      "company": "Aveda",
      "website": "aveda.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/aveda",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 56,
  "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"
    ]
  }
}