{
  "slug": "msd-china",
  "month": "2026-08",
  "status": "current",
  "themes": {
    "Candidate Feedback": {
      "rank": 16,
      "score": 33.3
    }
  },
  "company": "Msd China",
  "country": "China",
  "history": [],
  "summary": "Msd China is tracked across AI employer visibility rankings in the Biotechnology sector. When candidates research the company through AI, it is rarely surfaced in employer-related queries — candidates researching this industry are far more likely to encounter competitors first — ranking #42 out of 55 Biotechnology companies in the PerceptionX index.\n\nAI models most frequently position Msd China alongside Beigene, Wuxi Apptec, and Innovent Biologics when discussing Biotechnology employers.\n\nThe company shows strongest employer visibility in Candidate Feedback. Visibility gaps exist in Application & Communication, Career Opportunities and Company Culture, where competitors tend to dominate the AI narrative.\n\nThis analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.",
  "website": null,
  "industry": "Biotechnology",
  "profileUrl": "https://employers.perceptionx.ai/company/msd-china",
  "lastUpdated": "2026-08-14",
  "modelScores": {
    "chatgpt": 0,
    "googleAi": 7.7,
    "perplexity": 0
  },
  "overallRank": 1032,
  "industryRank": 42,
  "mentionCount": 1,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "beigene",
      "company": "Beigene",
      "visibilityScore": 69.2
    },
    {
      "rank": 2,
      "slug": "wuxi-apptec",
      "company": "Wuxi Apptec",
      "visibilityScore": 59
    },
    {
      "rank": 3,
      "slug": "innovent-biologics",
      "company": "Innovent Biologics",
      "visibilityScore": 46.2
    },
    {
      "rank": 4,
      "slug": "roche",
      "company": "Roche",
      "visibilityScore": 35.9
    },
    {
      "rank": 5,
      "slug": "wuxi-biologics",
      "company": "Wuxi Biologics",
      "visibilityScore": 35.9
    }
  ],
  "otherIndustries": [
    {
      "industry": "Pharmaceutical",
      "industryRank": 56,
      "visibilityScore": 2.6
    }
  ],
  "visibilityScore": 2.6,
  "totalCompaniesInCountry": 1397,
  "totalCompaniesInIndustry": 55,
  "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"
    ]
  }
}