{
  "slug": "mrvandco",
  "month": "2026-03",
  "status": "current",
  "themes": {
    "Inclusion": {
      "rank": 14,
      "score": 33.3
    },
    "Innovation": {
      "rank": 7,
      "score": 33.3
    },
    "Leadership": {
      "rank": 2,
      "score": 100
    },
    "Social Impact": {
      "rank": 8,
      "score": 33.3
    },
    "Company Culture": {
      "rank": 7,
      "score": 33.3
    },
    "Security & Perks": {
      "rank": 5,
      "score": 50
    },
    "Mission & Purpose": {
      "rank": 10,
      "score": 33.3
    },
    "Candidate Feedback": {
      "rank": 11,
      "score": 33.3
    },
    "Application Process": {
      "rank": 10,
      "score": 33.3
    },
    "Wellbeing & Balance": {
      "rank": 10,
      "score": 33.3
    },
    "Career Opportunities": {
      "rank": 10,
      "score": 33.3
    },
    "Interview Experience": {
      "rank": 10,
      "score": 33.3
    },
    "Onboarding Experience": {
      "rank": 8,
      "score": 33.3
    },
    "Rewards & Recognition": {
      "rank": 13,
      "score": 33.3
    },
    "Candidate Communication": {
      "rank": 3,
      "score": 66.7
    }
  },
  "company": "Mrv&Co",
  "country": "Brazil",
  "history": [
    {
      "rank": 2,
      "month": "2026-03",
      "visibilityScore": 42.6
    }
  ],
  "summary": "Mrv&co is tracked across AI employer visibility rankings in the Real Estate sector. When candidates research the company through AI, it appears frequently in employer-related queries — ranking #2 out of 77 Real Estate companies in the PerceptionX index.\n\nAI models most frequently position Mrv&co alongside Cyrela Brazil Realty, Hines, and Lopes when discussing Real Estate employers.\n\nThe company shows strongest employer visibility in Application Process, Candidate Communication and Candidate Feedback.\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": "Real Estate",
  "profileUrl": "https://employers.perceptionx.ai/company/mrvandco",
  "lastUpdated": "2026-08-14",
  "modelScores": {
    "chatgpt": 100,
    "googleAi": 25,
    "perplexity": 6.3
  },
  "overallRank": 83,
  "industryRank": 2,
  "mentionCount": 20,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "cyrela-brazil-realty",
      "company": "Cyrela Brazil Realty",
      "visibilityScore": 48.9
    },
    {
      "rank": 3,
      "slug": "hines",
      "company": "Hines",
      "visibilityScore": 31.9
    },
    {
      "rank": 4,
      "slug": "lopes",
      "company": "Lopes",
      "visibilityScore": 21.3
    },
    {
      "rank": 5,
      "slug": "cyrela",
      "company": "Cyrela",
      "visibilityScore": 19.1
    },
    {
      "rank": 6,
      "slug": "remax-brasil",
      "company": "Re/Max Brasil",
      "visibilityScore": 19.1
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 42.6,
  "totalCompaniesInCountry": 1216,
  "totalCompaniesInIndustry": 77,
  "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"
    ]
  }
}