{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "China",
  "industry": "Retail",
  "rankings": [
    {
      "rank": 1,
      "slug": "jdcom",
      "company": "JD.com",
      "website": "jdcom.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/jdcom",
      "rankChange": 1,
      "mentionCount": 31,
      "previousRank": 2,
      "visibilityScore": 79.5
    },
    {
      "rank": 2,
      "slug": "alibaba",
      "company": "Alibaba",
      "website": "alibaba.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/alibaba",
      "rankChange": -1,
      "mentionCount": 28,
      "previousRank": 1,
      "visibilityScore": 71.8
    },
    {
      "rank": 3,
      "slug": "walmart",
      "company": "Walmart",
      "website": "walmart.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/walmart",
      "rankChange": 0,
      "mentionCount": 23,
      "previousRank": 3,
      "visibilityScore": 59
    },
    {
      "rank": 4,
      "slug": "pinduoduo",
      "company": "Pinduoduo",
      "website": "pinduoduo.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/pinduoduo",
      "rankChange": 20,
      "mentionCount": 14,
      "previousRank": 24,
      "visibilityScore": 35.9
    },
    {
      "rank": 5,
      "slug": "taobao",
      "company": "Taobao",
      "website": "taobao.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/taobao",
      "rankChange": null,
      "mentionCount": 11,
      "previousRank": null,
      "visibilityScore": 28.2
    },
    {
      "rank": 6,
      "slug": "tmall",
      "company": "Tmall",
      "website": "tmall.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/tmall",
      "rankChange": null,
      "mentionCount": 10,
      "previousRank": null,
      "visibilityScore": 25.6
    },
    {
      "rank": 7,
      "slug": "suning",
      "company": "Suning",
      "website": "suning.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/suning",
      "rankChange": 43,
      "mentionCount": 9,
      "previousRank": 50,
      "visibilityScore": 23.1
    },
    {
      "rank": 8,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": 15,
      "mentionCount": 8,
      "previousRank": 23,
      "visibilityScore": 20.5
    },
    {
      "rank": 9,
      "slug": "starbucks",
      "company": "Starbucks",
      "website": "starbucks.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/starbucks",
      "rankChange": 2,
      "mentionCount": 8,
      "previousRank": 11,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "carrefour-china",
      "company": "Carrefour China",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour-china",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 11,
      "slug": "ikea",
      "company": "IKEA",
      "website": "ikea.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/ikea",
      "rankChange": -5,
      "mentionCount": 7,
      "previousRank": 6,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "uniqlo",
      "company": "Uniqlo",
      "website": "uniqlo.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/uniqlo",
      "rankChange": 3,
      "mentionCount": 7,
      "previousRank": 15,
      "visibilityScore": 17.9
    },
    {
      "rank": 13,
      "slug": "hema",
      "company": "Hema",
      "website": "hema.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/hema",
      "rankChange": -5,
      "mentionCount": 6,
      "previousRank": 8,
      "visibilityScore": 15.4
    },
    {
      "rank": 14,
      "slug": "decathlon",
      "company": "Decathlon",
      "website": "decathlon.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/decathlon",
      "rankChange": -5,
      "mentionCount": 5,
      "previousRank": 9,
      "visibilityScore": 12.8
    },
    {
      "rank": 15,
      "slug": "handm-china",
      "company": "H&M China",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/handm-china",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 16,
      "slug": "rt-mart",
      "company": "Rt-mart",
      "website": "rtmart.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/rt-mart",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 17,
      "slug": "freshippo",
      "company": "Freshippo",
      "website": "freshippo.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/freshippo",
      "rankChange": -7,
      "mentionCount": 4,
      "previousRank": 10,
      "visibilityScore": 10.3
    },
    {
      "rank": 18,
      "slug": "h-and-m",
      "company": "H & M",
      "website": "handm.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/h-and-m",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 19,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": 20,
      "mentionCount": 4,
      "previousRank": 39,
      "visibilityScore": 10.3
    },
    {
      "rank": 20,
      "slug": "nike",
      "company": "Nike",
      "website": "nike.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/nike",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 21,
      "slug": "suningcom",
      "company": "Suning.Com",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/suningcom",
      "rankChange": -16,
      "mentionCount": 4,
      "previousRank": 5,
      "visibilityScore": 10.3
    },
    {
      "rank": 22,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 29,
      "mentionCount": 4,
      "previousRank": 51,
      "visibilityScore": 10.3
    },
    {
      "rank": 23,
      "slug": "zara",
      "company": "Zara",
      "website": "zara.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/zara",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 24,
      "slug": "adidas",
      "company": "Adidas",
      "website": "adidas.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/adidas",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "carrefour",
      "company": "Carrefour",
      "website": "carrefour.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 97,
  "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"
    ]
  }
}