{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "Germany",
  "industry": "Beauty",
  "rankings": [
    {
      "rank": 1,
      "slug": "beiersdorf",
      "company": "Beiersdorf",
      "website": "beiersdorf.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/beiersdorf",
      "rankChange": 0,
      "mentionCount": 38,
      "previousRank": 1,
      "visibilityScore": 79.2
    },
    {
      "rank": 2,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": 0,
      "mentionCount": 34,
      "previousRank": 2,
      "visibilityScore": 70.8
    },
    {
      "rank": 3,
      "slug": "henkel",
      "company": "Henkel",
      "website": "henkel.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/henkel",
      "rankChange": 0,
      "mentionCount": 19,
      "previousRank": 3,
      "visibilityScore": 39.6
    },
    {
      "rank": 4,
      "slug": "nivea",
      "company": "Nivea",
      "website": "nivea.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/nivea",
      "rankChange": 0,
      "mentionCount": 13,
      "previousRank": 4,
      "visibilityScore": 27.1
    },
    {
      "rank": 5,
      "slug": "cosnova",
      "company": "Cosnova",
      "website": "cosnova.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/cosnova",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 6,
      "visibilityScore": 18.8
    },
    {
      "rank": 6,
      "slug": "wella-company",
      "company": "Wella Company",
      "website": "wellacompany.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/wella-company",
      "rankChange": 15,
      "mentionCount": 8,
      "previousRank": 21,
      "visibilityScore": 16.7
    },
    {
      "rank": 7,
      "slug": "estee-lauder",
      "company": "Estée Lauder",
      "website": "esteelauder.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/estee-lauder",
      "rankChange": 7,
      "mentionCount": 7,
      "previousRank": 14,
      "visibilityScore": 14.6
    },
    {
      "rank": 8,
      "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": 8,
      "visibilityScore": 12.5
    },
    {
      "rank": 9,
      "slug": "schwarzkopf",
      "company": "Schwarzkopf",
      "website": "schwarzkopf.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/schwarzkopf",
      "rankChange": -4,
      "mentionCount": 6,
      "previousRank": 5,
      "visibilityScore": 12.5
    },
    {
      "rank": 10,
      "slug": "coty-germany",
      "company": "Coty Germany",
      "website": null,
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/coty-germany",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 10.4
    },
    {
      "rank": 11,
      "slug": "sephora",
      "company": "Sephora",
      "website": "sephora.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/sephora",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 10.4
    },
    {
      "rank": 12,
      "slug": "dm-drogerie-markt",
      "company": "Dm-drogerie Markt",
      "website": "dm.de",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/dm-drogerie-markt",
      "rankChange": -2,
      "mentionCount": 4,
      "previousRank": 10,
      "visibilityScore": 8.3
    },
    {
      "rank": 13,
      "slug": "coty",
      "company": "Coty",
      "website": "coty.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/coty",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 6.3
    },
    {
      "rank": 14,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 15,
      "slug": "basf",
      "company": "Basf",
      "website": "basf.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/basf",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 16,
      "slug": "dove",
      "company": "Dove",
      "website": "dove.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/dove",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 17,
      "slug": "mac-cosmetics",
      "company": "Mac Cosmetics",
      "website": "maccosmetics.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/mac-cosmetics",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 18,
      "slug": "merz-aesthetics",
      "company": "Merz Aesthetics",
      "website": "merzaesthetics.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/merz-aesthetics",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 19,
      "slug": "roland-berger",
      "company": "Roland Berger",
      "website": "rolandberger.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/roland-berger",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 20,
      "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": -11,
      "mentionCount": 1,
      "previousRank": 9,
      "visibilityScore": 2.1
    },
    {
      "rank": 21,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Beauty",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 21,
  "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"
    ]
  }
}