{
  "slug": "coca-cola-femsa-brasil",
  "month": "2026-08",
  "status": "current",
  "themes": {
    "Inclusion": {
      "rank": 11,
      "score": 33.3
    },
    "Leadership": {
      "rank": 8,
      "score": 33.3
    },
    "Interview Experience": {
      "rank": 8,
      "score": 33.3
    },
    "Application & Communication": {
      "rank": 6,
      "score": 33.3
    }
  },
  "company": "Coca-Cola Femsa Brasil",
  "country": "Brazil",
  "history": [],
  "summary": "Coca-Cola Femsa Brasil is tracked across AI employer visibility rankings in the FMCG sector. When candidates research the company through AI, it surfaces consistently in employer-related queries — ranking #18 out of 76 FMCG companies in the PerceptionX index.\n\nAI models most frequently position Coca-Cola Femsa Brasil alongside Nestlé, Unilever, and Ambev when discussing FMCG employers.\n\nThe company shows strongest employer visibility in Application & Communication, Inclusion and Interview Experience. Visibility gaps exist in Candidate Feedback, 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": "FMCG",
  "profileUrl": "https://employers.perceptionx.ai/company/coca-cola-femsa-brasil",
  "lastUpdated": "2026-08-14",
  "modelScores": {
    "chatgpt": 7.7,
    "googleAi": 23.1,
    "perplexity": 0
  },
  "overallRank": 275,
  "industryRank": 18,
  "mentionCount": 4,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "nestle",
      "company": "Nestlé",
      "visibilityScore": 92.3
    },
    {
      "rank": 2,
      "slug": "unilever",
      "company": "Unilever",
      "visibilityScore": 92.3
    },
    {
      "rank": 3,
      "slug": "ambev",
      "company": "Ambev",
      "visibilityScore": 74.4
    },
    {
      "rank": 4,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "visibilityScore": 46.2
    },
    {
      "rank": 5,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "visibilityScore": 38.5
    }
  ],
  "otherIndustries": [
    {
      "industry": "Logistics",
      "industryRank": 55,
      "visibilityScore": 2.6
    }
  ],
  "visibilityScore": 10.3,
  "totalCompaniesInCountry": 1216,
  "totalCompaniesInIndustry": 76,
  "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"
    ]
  }
}