{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Pharmaceutical",
  "rankings": [
    {
      "rank": 1,
      "slug": "sanofi",
      "company": "Sanofi",
      "website": "sanofi.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi",
      "rankChange": 0,
      "mentionCount": 38,
      "previousRank": 1,
      "visibilityScore": 97.4
    },
    {
      "rank": 2,
      "slug": "servier",
      "company": "Servier",
      "website": "servier.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/servier",
      "rankChange": 0,
      "mentionCount": 31,
      "previousRank": 2,
      "visibilityScore": 79.5
    },
    {
      "rank": 3,
      "slug": "ipsen",
      "company": "Ipsen",
      "website": "ipsen.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/ipsen",
      "rankChange": 0,
      "mentionCount": 20,
      "previousRank": 3,
      "visibilityScore": 51.3
    },
    {
      "rank": 4,
      "slug": "pierre-fabre",
      "company": "Pierre Fabre",
      "website": "pierrefabre.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/pierre-fabre",
      "rankChange": 0,
      "mentionCount": 17,
      "previousRank": 4,
      "visibilityScore": 43.6
    },
    {
      "rank": 5,
      "slug": "pfizer",
      "company": "Pfizer",
      "website": "pfizer.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/pfizer",
      "rankChange": 8,
      "mentionCount": 16,
      "previousRank": 13,
      "visibilityScore": 41
    },
    {
      "rank": 6,
      "slug": "roche",
      "company": "Roche",
      "website": "roche.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/roche",
      "rankChange": -1,
      "mentionCount": 12,
      "previousRank": 5,
      "visibilityScore": 30.8
    },
    {
      "rank": 7,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": -1,
      "mentionCount": 9,
      "previousRank": 6,
      "visibilityScore": 23.1
    },
    {
      "rank": 8,
      "slug": "roche-pharma-france",
      "company": "Roche Pharma France",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/roche-pharma-france",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 9,
      "slug": "lilly-france",
      "company": "Lilly France",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/lilly-france",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 10,
      "slug": "abbvie",
      "company": "Abbvie",
      "website": "abbvie.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/abbvie",
      "rankChange": -1,
      "mentionCount": 5,
      "previousRank": 9,
      "visibilityScore": 12.8
    },
    {
      "rank": 11,
      "slug": "eli-lilly",
      "company": "Eli Lilly",
      "website": "lilly.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/eli-lilly",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 12,
      "slug": "biomerieux",
      "company": "Biomérieux",
      "website": "biomerieux.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/biomerieux",
      "rankChange": -5,
      "mentionCount": 4,
      "previousRank": 7,
      "visibilityScore": 10.3
    },
    {
      "rank": 13,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "novo-nordisk",
      "company": "Novo Nordisk",
      "website": "novonordisk.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/novo-nordisk",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 8,
      "visibilityScore": 7.7
    },
    {
      "rank": 15,
      "slug": "bayer-healthcare-france",
      "company": "Bayer Healthcare France",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer-healthcare-france",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 16,
      "slug": "boehringer-ingelheim",
      "company": "Boehringer Ingelheim",
      "website": "boehringeringelheim.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/boehringer-ingelheim",
      "rankChange": -5,
      "mentionCount": 2,
      "previousRank": 11,
      "visibilityScore": 5.1
    },
    {
      "rank": 17,
      "slug": "janssen",
      "company": "Janssen",
      "website": "janssen.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/janssen",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 18,
      "slug": "johnson-and-johnson",
      "company": "Johnson & Johnson",
      "website": "jnj.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-and-johnson",
      "rankChange": -8,
      "mentionCount": 2,
      "previousRank": 10,
      "visibilityScore": 5.1
    },
    {
      "rank": 19,
      "slug": "novartis-pharma-france",
      "company": "Novartis Pharma France",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/novartis-pharma-france",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 20,
      "slug": "sanofi-genzyme",
      "company": "Sanofi Genzyme",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi-genzyme",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 21,
      "slug": "sanofi-pasteur",
      "company": "Sanofi Pasteur",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/sanofi-pasteur",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "bayer",
      "company": "Bayer",
      "website": "bayer.com",
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer",
      "rankChange": -6,
      "mentionCount": 1,
      "previousRank": 16,
      "visibilityScore": 2.6
    },
    {
      "rank": 23,
      "slug": "bayer-healthcare-sas",
      "company": "Bayer Healthcare Sas",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer-healthcare-sas",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 24,
      "slug": "bayer-pharma-france",
      "company": "Bayer Pharma France",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer-pharma-france",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    },
    {
      "rank": 25,
      "slug": "biocodex",
      "company": "Biocodex",
      "website": null,
      "industry": "Pharmaceutical",
      "profileUrl": "https://employers.perceptionx.ai/company/biocodex",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.6
    }
  ],
  "lastUpdated": "2026-08-26",
  "previousMonth": "2026-04",
  "totalCompanies": 39,
  "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"
    ]
  }
}