{
  "slug": "covestro",
  "month": "2026-04",
  "themes": {
    "Company Culture": {
      "rank": 3,
      "score": 33.3
    },
    "Mission & Purpose": {
      "rank": 2,
      "score": 33.3
    },
    "Wellbeing & Balance": {
      "rank": 5,
      "score": 33.3
    },
    "Rewards & Recognition": {
      "rank": 1,
      "score": 33.3
    }
  },
  "company": "Covestro",
  "country": "China",
  "history": [
    {
      "rank": 2,
      "month": "2026-04",
      "visibilityScore": 19
    }
  ],
  "summary": "Covestro is tracked across AI employer visibility rankings in the Manufacturing & Industrial sector. When candidates research the company through AI, it appears in a moderate share of employer-related queries — ranking #24 out of 63 Manufacturing & Industrial companies in the PerceptionX index.\n\nAI models most frequently position Covestro alongside Bosch, BMW, and BASF when discussing Manufacturing & Industrial employers.\n\nThe company shows strongest employer visibility in Innovation, Security & Perks and Social Impact. Visibility gaps exist in Application Process, Candidate Communication and Candidate Feedback, where competitors tend to dominate the AI narrative.\n\nThis analysis is based on AI-generated responses from ChatGPT, Claude, Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.",
  "website": "covestro.com",
  "industry": "Oil & Gas",
  "profileUrl": "https://employers.perceptionx.ai/company/covestro",
  "lastUpdated": "2026-07-28",
  "modelScores": {
    "chatgpt": 0,
    "googleAi": 57.1,
    "perplexity": 0
  },
  "overallRank": 159,
  "industryRank": 2,
  "mentionCount": 4,
  "otherIndustries": [
    {
      "industry": "Manufacturing & Industrial",
      "industryRank": 25,
      "visibilityScore": 6.3
    },
    {
      "industry": "FMCG",
      "industryRank": 30,
      "visibilityScore": 4.2
    },
    {
      "industry": "Pharmaceutical",
      "industryRank": 28,
      "visibilityScore": 3.1
    },
    {
      "industry": "Biotechnology",
      "industryRank": 29,
      "visibilityScore": 2.1
    },
    {
      "industry": "Electronics",
      "industryRank": 45,
      "visibilityScore": 2.1
    }
  ],
  "visibilityScore": 19,
  "totalCompaniesInCountry": 763,
  "totalCompaniesInIndustry": 16,
  "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"
    ]
  }
}