{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Germany",
  "industry": "Biotechnology",
  "rankings": [
    {
      "rank": 1,
      "slug": "biontech",
      "company": "Biontech",
      "website": "biontech.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biontech",
      "rankChange": 1,
      "mentionCount": 37,
      "previousRank": 2,
      "visibilityScore": 94.9
    },
    {
      "rank": 2,
      "slug": "evotec",
      "company": "Evotec",
      "website": "evotec.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/evotec",
      "rankChange": 2,
      "mentionCount": 25,
      "previousRank": 4,
      "visibilityScore": 64.1
    },
    {
      "rank": 3,
      "slug": "bayer",
      "company": "Bayer",
      "website": "bayer.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer",
      "rankChange": -2,
      "mentionCount": 24,
      "previousRank": 1,
      "visibilityScore": 61.5
    },
    {
      "rank": 4,
      "slug": "merck",
      "company": "Merck",
      "website": "merck.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/merck",
      "rankChange": 2,
      "mentionCount": 23,
      "previousRank": 6,
      "visibilityScore": 59
    },
    {
      "rank": 5,
      "slug": "qiagen",
      "company": "Qiagen",
      "website": "qiagen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/qiagen",
      "rankChange": 0,
      "mentionCount": 23,
      "previousRank": 5,
      "visibilityScore": 59
    },
    {
      "rank": 6,
      "slug": "boehringer-ingelheim",
      "company": "Boehringer Ingelheim",
      "website": "boehringeringelheim.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/boehringer-ingelheim",
      "rankChange": -3,
      "mentionCount": 19,
      "previousRank": 3,
      "visibilityScore": 48.7
    },
    {
      "rank": 7,
      "slug": "sartorius",
      "company": "Sartorius",
      "website": "sartorius.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sartorius",
      "rankChange": 1,
      "mentionCount": 15,
      "previousRank": 8,
      "visibilityScore": 38.5
    },
    {
      "rank": 8,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 30.8
    },
    {
      "rank": 9,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "miltenyi-biotec",
      "company": "Miltenyi Biotec",
      "website": "miltenyibiotec.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/miltenyi-biotec",
      "rankChange": -3,
      "mentionCount": 5,
      "previousRank": 7,
      "visibilityScore": 12.8
    },
    {
      "rank": 11,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 12,
      "slug": "basf",
      "company": "Basf",
      "website": "basf.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/basf",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 13,
      "slug": "evonik",
      "company": "Evonik",
      "website": "evonik.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/evonik",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 14,
      "slug": "glaxosmithkline",
      "company": "Glaxosmithkline",
      "website": "glaxosmithkline.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/glaxosmithkline",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 15,
      "slug": "thermo-fisher-scientific",
      "company": "Thermo Fisher Scientific",
      "website": "thermofisherscientific.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/thermo-fisher-scientific",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 16,
      "slug": "amgen",
      "company": "Amgen",
      "website": "amgen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/amgen",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 17,
      "slug": "ams",
      "company": "Ams",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/ams",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 18,
      "slug": "atai-life-sciences",
      "company": "Atai Life Sciences",
      "website": "atailifesciences.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/atai-life-sciences",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 19,
      "slug": "bio-rad-laboratories",
      "company": "Bio-rad Laboratories",
      "website": "bioradlaboratories.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bio-rad-laboratories",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 20,
      "slug": "carl-zeiss-meditec",
      "company": "Carl Zeiss Meditec",
      "website": "carlzeissmeditec.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/carl-zeiss-meditec",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 21,
      "slug": "charite",
      "company": "Charité",
      "website": "charite.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/charite",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 22,
      "slug": "cytiva",
      "company": "Cytiva",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/cytiva",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 23,
      "slug": "danaher-corporation",
      "company": "Danaher Corporation",
      "website": "danaher.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/danaher-corporation",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 24,
      "slug": "fraunhofer-gesellschaft",
      "company": "Fraunhofer Gesellschaft",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/fraunhofer-gesellschaft",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 25,
      "slug": "freie-universitat-berlin",
      "company": "Freie Universität Berlin",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/freie-universitat-berlin",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 36,
  "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"
    ]
  }
}