{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "France",
  "industry": "Biotechnology",
  "rankings": [
    {
      "rank": 1,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": 1,
      "mentionCount": 42,
      "previousRank": 2,
      "visibilityScore": 87.5
    },
    {
      "rank": 2,
      "slug": "ipsen",
      "company": "Ipsen",
      "website": "ipsen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/ipsen",
      "rankChange": -1,
      "mentionCount": 37,
      "previousRank": 1,
      "visibilityScore": 77.1
    },
    {
      "rank": 3,
      "slug": "biomerieux",
      "company": "Biomérieux",
      "website": "biomerieux.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/biomerieux",
      "rankChange": null,
      "mentionCount": 23,
      "previousRank": null,
      "visibilityScore": 47.9
    },
    {
      "rank": 4,
      "slug": "servier",
      "company": "Servier",
      "website": "servier.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/servier",
      "rankChange": -1,
      "mentionCount": 17,
      "previousRank": 3,
      "visibilityScore": 35.4
    },
    {
      "rank": 5,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": null,
      "mentionCount": 14,
      "previousRank": null,
      "visibilityScore": 29.2
    },
    {
      "rank": 6,
      "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": 20.8
    },
    {
      "rank": 7,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": null,
      "mentionCount": 9,
      "previousRank": null,
      "visibilityScore": 18.8
    },
    {
      "rank": 8,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": null,
      "mentionCount": 9,
      "previousRank": null,
      "visibilityScore": 18.8
    },
    {
      "rank": 9,
      "slug": "inserm",
      "company": "Inserm",
      "website": "inserm.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/inserm",
      "rankChange": -5,
      "mentionCount": 5,
      "previousRank": 4,
      "visibilityScore": 10.4
    },
    {
      "rank": 10,
      "slug": "boehringer-ingelheim",
      "company": "Boehringer Ingelheim",
      "website": "boehringeringelheim.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/boehringer-ingelheim",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 8.3
    },
    {
      "rank": 11,
      "slug": "johnson-and-johnson",
      "company": "Johnson & Johnson",
      "website": "jnj.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-and-johnson",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 8.3
    },
    {
      "rank": 12,
      "slug": "amgen",
      "company": "Amgen",
      "website": "amgen.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/amgen",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 13,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 14,
      "slug": "pfizer",
      "company": "Pfizer",
      "website": "pfizer.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 15,
      "slug": "alexion",
      "company": "Alexion",
      "website": "alexion.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/alexion",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 16,
      "slug": "evotec",
      "company": "Evotec",
      "website": "evotec.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/evotec",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 17,
      "slug": "iqvia",
      "company": "IQVIA",
      "website": "iqvia.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/iqvia",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 18,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 19,
      "slug": "regeneron",
      "company": "Regeneron",
      "website": "regeneron.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/regeneron",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 20,
      "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": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 21,
      "slug": "takeda",
      "company": "Takeda",
      "website": "takeda.com",
      "industry": "Biotechnology",
      "profileUrl": "https://employers.perceptionx.ai/company/takeda",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-03",
  "totalCompanies": 21,
  "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.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}