{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Germany",
  "industry": "Pharmaceutical",
  "rankings": [
    {
      "rank": 1,
      "slug": "merck",
      "company": "Merck",
      "website": "merck.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/merck",
      "rankChange": 2,
      "mentionCount": 34,
      "previousRank": 3,
      "visibilityScore": 87.2
    },
    {
      "rank": 2,
      "slug": "bayer",
      "company": "Bayer",
      "website": "bayer.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer",
      "rankChange": 0,
      "mentionCount": 31,
      "previousRank": 2,
      "visibilityScore": 79.5
    },
    {
      "rank": 3,
      "slug": "boehringer-ingelheim",
      "company": "Boehringer Ingelheim",
      "website": "boehringeringelheim.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/boehringer-ingelheim",
      "rankChange": -2,
      "mentionCount": 29,
      "previousRank": 1,
      "visibilityScore": 74.4
    },
    {
      "rank": 4,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": 3,
      "mentionCount": 25,
      "previousRank": 7,
      "visibilityScore": 64.1
    },
    {
      "rank": 5,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": -1,
      "mentionCount": 20,
      "previousRank": 4,
      "visibilityScore": 51.3
    },
    {
      "rank": 6,
      "slug": "pfizer",
      "company": "Pfizer",
      "website": "pfizer.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer",
      "rankChange": 0,
      "mentionCount": 18,
      "previousRank": 6,
      "visibilityScore": 46.2
    },
    {
      "rank": 7,
      "slug": "biontech",
      "company": "Biontech",
      "website": "biontech.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/biontech",
      "rankChange": -2,
      "mentionCount": 15,
      "previousRank": 5,
      "visibilityScore": 38.5
    },
    {
      "rank": 8,
      "slug": "evotec",
      "company": "Evotec",
      "website": "evotec.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/evotec",
      "rankChange": 4,
      "mentionCount": 6,
      "previousRank": 12,
      "visibilityScore": 15.4
    },
    {
      "rank": 9,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": 1,
      "mentionCount": 5,
      "previousRank": 10,
      "visibilityScore": 12.8
    },
    {
      "rank": 10,
      "slug": "msd-deutschland",
      "company": "Msd Deutschland",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/msd-deutschland",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 11,
      "slug": "takeda",
      "company": "Takeda",
      "website": "takeda.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/takeda",
      "rankChange": 15,
      "mentionCount": 5,
      "previousRank": 26,
      "visibilityScore": 12.8
    },
    {
      "rank": 12,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": -3,
      "mentionCount": 4,
      "previousRank": 9,
      "visibilityScore": 10.3
    },
    {
      "rank": 13,
      "slug": "sanofi-aventis-deutschland-gmbh",
      "company": "Sanofi-Aventis Deutschland Gmbh",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi-aventis-deutschland-gmbh",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "astrazeneca-gmbh",
      "company": "Astrazeneca Gmbh",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca-gmbh",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 15,
      "slug": "fresenius-kabi",
      "company": "Fresenius Kabi",
      "website": "freseniuskabi.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/fresenius-kabi",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 16,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": 2,
      "mentionCount": 3,
      "previousRank": 18,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "novartis-pharma-gmbh",
      "company": "Novartis Pharma Gmbh",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/novartis-pharma-gmbh",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "pfizer-pharma-gmbh",
      "company": "Pfizer Pharma Gmbh",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer-pharma-gmbh",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "qiagen",
      "company": "Qiagen",
      "website": "qiagen.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/qiagen",
      "rankChange": 5,
      "mentionCount": 3,
      "previousRank": 24,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "roche-in-deutschland",
      "company": "Roche In Deutschland",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/roche-in-deutschland",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "sartorius",
      "company": "Sartorius",
      "website": "sartorius.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sartorius",
      "rankChange": 4,
      "mentionCount": 3,
      "previousRank": 25,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "grunenthal",
      "company": "Grünenthal",
      "website": "grunenthal.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/grunenthal",
      "rankChange": -9,
      "mentionCount": 2,
      "previousRank": 13,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "novartis-deutschland",
      "company": "Novartis Deutschland",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/novartis-deutschland",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "roche-pharma-ag",
      "company": "Roche Pharma Ag",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/roche-pharma-ag",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "sandoz",
      "company": "Sandoz",
      "website": "sandoz.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sandoz",
      "rankChange": -11,
      "mentionCount": 2,
      "previousRank": 14,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 57,
  "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"
    ]
  }
}