{
  "slug": "kellogg",
  "month": "2026-08",
  "status": "current",
  "themes": {
    "Inclusion": {
      "rank": 5,
      "score": 66.7
    },
    "Leadership": {
      "rank": 10,
      "score": 33.3
    },
    "Job Security": {
      "rank": 5,
      "score": 66.7
    },
    "Company Culture": {
      "rank": 11,
      "score": 33.3
    },
    "Candidate Feedback": {
      "rank": 5,
      "score": 66.7
    },
    "Wellbeing & Balance": {
      "rank": 12,
      "score": 33.3
    },
    "Interview Experience": {
      "rank": 6,
      "score": 66.7
    },
    "Mission, Purpose & Impact": {
      "rank": 14,
      "score": 33.3
    },
    "Application & Communication": {
      "rank": 13,
      "score": 33.3
    }
  },
  "company": "Kellogg",
  "country": "United States",
  "history": [
    {
      "rank": 12,
      "month": "2026-01",
      "visibilityScore": 11.4
    },
    {
      "rank": 29,
      "month": "2026-02",
      "visibilityScore": 4.5
    }
  ],
  "summary": null,
  "website": "kellogg.com",
  "industry": "FMCG",
  "profileUrl": "https://employers.perceptionx.ai/company/kellogg",
  "lastUpdated": "2026-08-25",
  "modelScores": {
    "chatgpt": 53.8,
    "googleAi": 0,
    "perplexity": 46.2
  },
  "overallRank": 190,
  "industryRank": 8,
  "mentionCount": 13,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "pepsico",
      "company": "PepsiCo",
      "visibilityScore": 87.2
    },
    {
      "rank": 2,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "visibilityScore": 87.2
    },
    {
      "rank": 3,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "visibilityScore": 82.1
    },
    {
      "rank": 4,
      "slug": "general-mills",
      "company": "General Mills",
      "visibilityScore": 69.2
    },
    {
      "rank": 5,
      "slug": "unilever",
      "company": "Unilever",
      "visibilityScore": 66.7
    }
  ],
  "otherIndustries": [
    {
      "industry": "Manufacturing & Industrial",
      "industryRank": 73,
      "visibilityScore": 2.6
    }
  ],
  "visibilityScore": 33.3,
  "totalCompaniesInCountry": 1451,
  "totalCompaniesInIndustry": 61,
  "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"
    ]
  }
}