{
  "slug": "whirlpool",
  "month": "2026-07",
  "themes": {
    "Social Impact": {
      "rank": 21,
      "score": 50
    },
    "Wellbeing & Balance": {
      "rank": 23,
      "score": 33.3
    }
  },
  "company": "Whirlpool",
  "country": "United States",
  "history": [
    {
      "rank": 91,
      "month": "2026-02",
      "visibilityScore": 2.3
    },
    {
      "rank": 82,
      "month": "2026-04",
      "visibilityScore": 2.2
    }
  ],
  "summary": "Whirlpool 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 #20 out of 68 Manufacturing & Industrial companies in the PerceptionX index.\n\nAI models most frequently position Whirlpool alongside Gerdau, Embraer, and Braskem when discussing Manufacturing & Industrial employers.\n\nThe company shows strongest employer visibility in Candidate Feedback, Company Culture and Onboarding Experience. Visibility gaps exist in Application Process, Candidate Communication and Career Opportunities, 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": "whirlpool.com",
  "industry": "Manufacturing & Industrial",
  "profileUrl": "https://employers.perceptionx.ai/company/whirlpool",
  "lastUpdated": "2026-07-29",
  "modelScores": {
    "chatgpt": 12.5,
    "googleAi": 0,
    "perplexity": 0
  },
  "overallRank": 582,
  "industryRank": 46,
  "mentionCount": 2,
  "otherIndustries": [],
  "visibilityScore": 4.7,
  "totalCompaniesInCountry": 944,
  "totalCompaniesInIndustry": 84,
  "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"
    ]
  }
}