{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "China",
  "industry": "FMCG",
  "rankings": [
    {
      "rank": 1,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 1,
      "mentionCount": 36,
      "previousRank": 2,
      "visibilityScore": 92.3
    },
    {
      "rank": 2,
      "slug": "nestle",
      "company": "Nestlé",
      "website": "nestle.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle",
      "rankChange": -1,
      "mentionCount": 35,
      "previousRank": 1,
      "visibilityScore": 89.7
    },
    {
      "rank": 3,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": 2,
      "mentionCount": 30,
      "previousRank": 5,
      "visibilityScore": 76.9
    },
    {
      "rank": 4,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "website": "coca-cola.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/coca-cola",
      "rankChange": 4,
      "mentionCount": 28,
      "previousRank": 8,
      "visibilityScore": 71.8
    },
    {
      "rank": 5,
      "slug": "pepsico",
      "company": "PepsiCo",
      "website": "pepsico.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/pepsico",
      "rankChange": 7,
      "mentionCount": 25,
      "previousRank": 12,
      "visibilityScore": 64.1
    },
    {
      "rank": 6,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": -3,
      "mentionCount": 20,
      "previousRank": 3,
      "visibilityScore": 51.3
    },
    {
      "rank": 7,
      "slug": "mondelez",
      "company": "Mondelez",
      "website": "mondelez.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mondelez",
      "rankChange": null,
      "mentionCount": 13,
      "previousRank": null,
      "visibilityScore": 33.3
    },
    {
      "rank": 8,
      "slug": "yili",
      "company": "Yili",
      "website": "yili.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/yili",
      "rankChange": -2,
      "mentionCount": 11,
      "previousRank": 6,
      "visibilityScore": 28.2
    },
    {
      "rank": 9,
      "slug": "danone",
      "company": "Danone",
      "website": "danone.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/danone",
      "rankChange": 12,
      "mentionCount": 6,
      "previousRank": 21,
      "visibilityScore": 15.4
    },
    {
      "rank": 10,
      "slug": "mengniu",
      "company": "Mengniu",
      "website": "mengniu.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mengniu",
      "rankChange": 1,
      "mentionCount": 6,
      "previousRank": 11,
      "visibilityScore": 15.4
    },
    {
      "rank": 11,
      "slug": "p-and-g",
      "company": "P & G",
      "website": "pandg.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/p-and-g",
      "rankChange": 2,
      "mentionCount": 6,
      "previousRank": 13,
      "visibilityScore": 15.4
    },
    {
      "rank": 12,
      "slug": "colgate-palmolive",
      "company": "Colgate-Palmolive",
      "website": "colgatepalmolive.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/colgate-palmolive",
      "rankChange": 8,
      "mentionCount": 5,
      "previousRank": 20,
      "visibilityScore": 12.8
    },
    {
      "rank": 13,
      "slug": "henkel",
      "company": "Henkel",
      "website": "henkel.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/henkel",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "mars",
      "company": "Mars",
      "website": "mars.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mars",
      "rankChange": -10,
      "mentionCount": 4,
      "previousRank": 4,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "hengan",
      "company": "Hengan",
      "website": "hengan.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/hengan",
      "rankChange": 8,
      "mentionCount": 3,
      "previousRank": 23,
      "visibilityScore": 7.7
    },
    {
      "rank": 16,
      "slug": "johnson-and-johnson",
      "company": "Johnson & Johnson",
      "website": "jnj.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-and-johnson",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 10,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "kraft-heinz",
      "company": "Kraft Heinz",
      "website": "kraftheinz.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/kraft-heinz",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "lee-kum-kee",
      "company": "Lee Kum Kee",
      "website": "leekumkee.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/lee-kum-kee",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "mengniu-dairy",
      "company": "Mengniu Dairy",
      "website": "mengniudairy.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mengniu-dairy",
      "rankChange": -12,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "alibaba",
      "company": "Alibaba",
      "website": "alibaba.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/alibaba",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 21,
      "slug": "as-watson",
      "company": "As Watson",
      "website": "aswatson.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/as-watson",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "general-mills",
      "company": "General Mills",
      "website": "generalmills.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/general-mills",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "master-kong",
      "company": "Master Kong",
      "website": "masterkong.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/master-kong",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "nongfu-spring",
      "company": "Nongfu Spring",
      "website": "nongfuspring.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nongfu-spring",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "tingyi",
      "company": "Tingyi",
      "website": "tingyi.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/tingyi",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "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"
    ]
  }
}