{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Germany",
  "industry": "FMCG",
  "rankings": [
    {
      "rank": 1,
      "slug": "henkel",
      "company": "Henkel",
      "website": "henkel.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/henkel",
      "rankChange": 0,
      "mentionCount": 32,
      "previousRank": 1,
      "visibilityScore": 82.1
    },
    {
      "rank": 2,
      "slug": "beiersdorf",
      "company": "Beiersdorf",
      "website": "beiersdorf.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/beiersdorf",
      "rankChange": 1,
      "mentionCount": 30,
      "previousRank": 3,
      "visibilityScore": 76.9
    },
    {
      "rank": 3,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 9,
      "mentionCount": 26,
      "previousRank": 12,
      "visibilityScore": 66.7
    },
    {
      "rank": 4,
      "slug": "nestle",
      "company": "Nestlé",
      "website": "nestle.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle",
      "rankChange": 4,
      "mentionCount": 21,
      "previousRank": 8,
      "visibilityScore": 53.8
    },
    {
      "rank": 5,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": 4,
      "mentionCount": 18,
      "previousRank": 9,
      "visibilityScore": 46.2
    },
    {
      "rank": 6,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "website": "coca-cola.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/coca-cola",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 30.8
    },
    {
      "rank": 7,
      "slug": "adidas",
      "company": "Adidas",
      "website": "adidas.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/adidas",
      "rankChange": null,
      "mentionCount": 11,
      "previousRank": null,
      "visibilityScore": 28.2
    },
    {
      "rank": 8,
      "slug": "dr-oetker",
      "company": "Dr. Oetker",
      "website": "droetker.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/dr-oetker",
      "rankChange": -3,
      "mentionCount": 10,
      "previousRank": 5,
      "visibilityScore": 25.6
    },
    {
      "rank": 9,
      "slug": "reckitt",
      "company": "Reckitt",
      "website": "reckitt.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/reckitt",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "mars",
      "company": "Mars",
      "website": "mars.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mars",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 11,
      "slug": "nestle-germany",
      "company": "Nestlé Germany",
      "website": null,
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle-germany",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 12,
      "slug": "mondelez",
      "company": "Mondelez",
      "website": "mondelez.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mondelez",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 13,
      "slug": "edeka",
      "company": "Edeka",
      "website": "edeka.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/edeka",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "ferrero",
      "company": "Ferrero",
      "website": "ferrero.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/ferrero",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 16,
      "slug": "p-and-g",
      "company": "P & G",
      "website": "pandg.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/p-and-g",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 17,
      "slug": "rewe",
      "company": "Rewe",
      "website": "rewe.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/rewe",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 18,
      "slug": "storck",
      "company": "Storck",
      "website": "storck.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/storck",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 19,
      "slug": "danone",
      "company": "Danone",
      "website": "danone.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/danone",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "lidl",
      "company": "Lidl",
      "website": "lidl.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/lidl",
      "rankChange": -13,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "muller",
      "company": "Müller",
      "website": null,
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/muller",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "nestle-deutschland-ag",
      "company": "Nestlé Deutschland Ag",
      "website": null,
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle-deutschland-ag",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "puma",
      "company": "Puma",
      "website": "puma.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/puma",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "tchibo",
      "company": "Tchibo",
      "website": "tchibo.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/tchibo",
      "rankChange": -13,
      "mentionCount": 3,
      "previousRank": 11,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "aldi",
      "company": "ALDI",
      "website": "aldi.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/aldi",
      "rankChange": -23,
      "mentionCount": 2,
      "previousRank": 2,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 84,
  "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"
    ]
  }
}