{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Biotechnology",
  "rankings": [
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      "rank": 1,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": 1,
      "mentionCount": 35,
      "previousRank": 2,
      "visibilityScore": 89.7
    },
    {
      "rank": 2,
      "slug": "biomerieux",
      "company": "Biomérieux",
      "website": "biomerieux.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biomerieux",
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      "mentionCount": 18,
      "previousRank": null,
      "visibilityScore": 46.2
    },
    {
      "rank": 3,
      "slug": "servier",
      "company": "Servier",
      "website": "servier.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/servier",
      "rankChange": 0,
      "mentionCount": 18,
      "previousRank": 3,
      "visibilityScore": 46.2
    },
    {
      "rank": 4,
      "slug": "ipsen",
      "company": "Ipsen",
      "website": "ipsen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/ipsen",
      "rankChange": -3,
      "mentionCount": 12,
      "previousRank": 1,
      "visibilityScore": 30.8
    },
    {
      "rank": 5,
      "slug": "pierre-fabre",
      "company": "Pierre Fabre",
      "website": "pierrefabre.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/pierre-fabre",
      "rankChange": null,
      "mentionCount": 10,
      "previousRank": null,
      "visibilityScore": 25.6
    },
    {
      "rank": 6,
      "slug": "guerbet",
      "company": "Guerbet",
      "website": "guerbet.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/guerbet",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 7,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 8,
      "slug": "sartorius-stedim-biotech",
      "company": "Sartorius Stedim Biotech",
      "website": "sartoriusstedimbiotech.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sartorius-stedim-biotech",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 9,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 10,
      "slug": "merck",
      "company": "Merck",
      "website": "merck.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/merck",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 11,
      "slug": "sanofi-genzyme",
      "company": "Sanofi Genzyme",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi-genzyme",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 12,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 13,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 14,
      "slug": "novo-nordisk",
      "company": "Novo Nordisk",
      "website": "novonordisk.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/novo-nordisk",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 15,
      "slug": "pfizer",
      "company": "Pfizer",
      "website": "pfizer.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 16,
      "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": 17,
      "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": 18,
      "slug": "biogen",
      "company": "Biogen",
      "website": "biogen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biogen",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 19,
      "slug": "biomerieux",
      "company": "Biomerieux",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biomerieux",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 20,
      "slug": "biontech",
      "company": "Biontech",
      "website": "biontech.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biontech",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 21,
      "slug": "bio-rad-france",
      "company": "Bio-Rad France",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bio-rad-france",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 22,
      "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": 23,
      "slug": "bristol-myers-squibb",
      "company": "Bristol Myers Squibb",
      "website": "bristolmyerssquibb.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/bristol-myers-squibb",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 24,
      "slug": "celgene",
      "company": "Celgene",
      "website": "celgene.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/celgene",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 25,
      "slug": "centre-national-de-la-recherche-scientifique",
      "company": "Centre National De La Recherche Scientifique",
      "website": null,
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/centre-national-de-la-recherche-scientifique",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 44,
  "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"
    ]
  }
}