{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Brazil",
  "industry": "Biotechnology",
  "rankings": [
    {
      "rank": 1,
      "slug": "eurofarma",
      "company": "Eurofarma",
      "website": "eurofarma.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/eurofarma",
      "rankChange": 0,
      "mentionCount": 21,
      "previousRank": 1,
      "visibilityScore": 55.3
    },
    {
      "rank": 2,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": 2,
      "mentionCount": 17,
      "previousRank": 4,
      "visibilityScore": 44.7
    },
    {
      "rank": 3,
      "slug": "pfizer",
      "company": "Pfizer",
      "website": "pfizer.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer",
      "rankChange": 6,
      "mentionCount": 11,
      "previousRank": 9,
      "visibilityScore": 28.9
    },
    {
      "rank": 4,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": 1,
      "mentionCount": 10,
      "previousRank": 5,
      "visibilityScore": 26.3
    },
    {
      "rank": 5,
      "slug": "ache-laboratorios",
      "company": "Aché Laboratórios",
      "website": "achelaboratrios.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/ache-laboratorios",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 6,
      "visibilityScore": 23.7
    },
    {
      "rank": 6,
      "slug": "bayer",
      "company": "Bayer",
      "website": "bayer.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer",
      "rankChange": 4,
      "mentionCount": 8,
      "previousRank": 10,
      "visibilityScore": 21.1
    },
    {
      "rank": 7,
      "slug": "fiocruz",
      "company": "Fiocruz",
      "website": "fiocruz.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/fiocruz",
      "rankChange": -4,
      "mentionCount": 8,
      "previousRank": 3,
      "visibilityScore": 21.1
    },
    {
      "rank": 8,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 18.4
    },
    {
      "rank": 9,
      "slug": "johnson-and-johnson",
      "company": "Johnson & Johnson",
      "website": "jnj.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-and-johnson",
      "rankChange": 7,
      "mentionCount": 6,
      "previousRank": 16,
      "visibilityScore": 15.8
    },
    {
      "rank": 10,
      "slug": "merck",
      "company": "Merck",
      "website": "merck.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/merck",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.8
    },
    {
      "rank": 11,
      "slug": "amgen",
      "company": "Amgen",
      "website": "amgen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/amgen",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 13.2
    },
    {
      "rank": 12,
      "slug": "embrapa",
      "company": "Embrapa",
      "website": "embrapa.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/embrapa",
      "rankChange": -5,
      "mentionCount": 4,
      "previousRank": 7,
      "visibilityScore": 10.5
    },
    {
      "rank": 13,
      "slug": "ems",
      "company": "Ems",
      "website": "ems.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/ems",
      "rankChange": -11,
      "mentionCount": 4,
      "previousRank": 2,
      "visibilityScore": 10.5
    },
    {
      "rank": 14,
      "slug": "grupo-fleury",
      "company": "Grupo Fleury",
      "website": "grupofleury.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-fleury",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.5
    },
    {
      "rank": 15,
      "slug": "hypera-pharma",
      "company": "Hypera Pharma",
      "website": "hyperapharma.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/hypera-pharma",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.5
    },
    {
      "rank": 16,
      "slug": "abbott",
      "company": "Abbott",
      "website": "abbott.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/abbott",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 17,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 18,
      "slug": "biomarin",
      "company": "Biomarin",
      "website": "biomarin.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biomarin",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 19,
      "slug": "chiesi",
      "company": "Chiesi",
      "website": "chiesi.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/chiesi",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 20,
      "slug": "novo-nordisk",
      "company": "Novo Nordisk",
      "website": "novonordisk.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/novo-nordisk",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 21,
      "slug": "syngenta",
      "company": "Syngenta",
      "website": "syngenta.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/syngenta",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.9
    },
    {
      "rank": 22,
      "slug": "aspen-pharmacare",
      "company": "Aspen Pharmacare",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/aspen-pharmacare",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.3
    },
    {
      "rank": 23,
      "slug": "basf",
      "company": "Basf",
      "website": "basf.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/basf",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.3
    },
    {
      "rank": 24,
      "slug": "bio-manguinhosfiocruz",
      "company": "Bio-Manguinhos/Fiocruz",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bio-manguinhosfiocruz",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.3
    },
    {
      "rank": 25,
      "slug": "biomarin-pharmaceutical",
      "company": "Biomarin Pharmaceutical",
      "website": "biomarinpharmaceutical.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biomarin-pharmaceutical",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.3
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 66,
  "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"
    ]
  }
}