{
  "slug": "mrv-engenharia",
  "month": "2026-03",
  "status": "current",
  "themes": {
    "Social Impact": {
      "rank": 9,
      "score": 33.3
    },
    "Security & Perks": {
      "rank": 6,
      "score": 50
    }
  },
  "company": "Mrv Engenharia",
  "country": "Brazil",
  "history": [
    {
      "rank": 20,
      "month": "2026-03",
      "visibilityScore": 6.4
    }
  ],
  "summary": "Mrv Engenharia is tracked across AI employer visibility rankings in the Real Estate sector. When candidates research the company through AI, it surfaces consistently in employer-related queries — ranking #20 out of 77 Real Estate companies in the PerceptionX index.\n\nAI models most frequently position Mrv Engenharia alongside Cyrela Brazil Realty, Mrv&Co, and Hines when discussing Real Estate employers.\n\nThe company shows strongest employer visibility in 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, 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/mrv-engenharia",
  "lastUpdated": "2026-08-14",
  "modelScores": {
    "chatgpt": 13.3,
    "googleAi": 0,
    "perplexity": 6.3
  },
  "overallRank": 377,
  "industryRank": 20,
  "mentionCount": 3,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "cyrela-brazil-realty",
      "company": "Cyrela Brazil Realty",
      "visibilityScore": 48.9
    },
    {
      "rank": 2,
      "slug": "mrvandco",
      "company": "Mrv&Co",
      "visibilityScore": 42.6
    },
    {
      "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
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 6.4,
  "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"
    ]
  }
}