{
  "slug": "marcus-and-millichap",
  "month": "2026-03",
  "status": "current",
  "themes": {
    "Security & Perks": {
      "rank": 25,
      "score": 33.3
    }
  },
  "company": "Marcus & Millichap",
  "country": "United States",
  "history": [
    {
      "rank": 80,
      "month": "2026-03",
      "visibilityScore": 2.1
    }
  ],
  "summary": "Marcus & Millichap is tracked across AI employer visibility rankings in the Real Estate sector. When candidates research the company through AI, it is rarely surfaced in employer-related queries — candidates researching this industry are far more likely to encounter competitors first — ranking #80 out of 106 Real Estate companies in the PerceptionX index.\n\nAI models most frequently position Marcus & Millichap alongside Keller Williams, CBRE, and JLL when discussing Real Estate employers.\n\nThe company shows strongest employer visibility in Security & Perks. 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/marcus-and-millichap",
  "lastUpdated": "2026-08-14",
  "modelScores": {
    "chatgpt": 6.3,
    "googleAi": 0,
    "perplexity": 0
  },
  "overallRank": 1412,
  "industryRank": 80,
  "mentionCount": 1,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "keller-williams",
      "company": "Keller Williams",
      "visibilityScore": 47.9
    },
    {
      "rank": 2,
      "slug": "cbre",
      "company": "CBRE",
      "visibilityScore": 45.8
    },
    {
      "rank": 3,
      "slug": "jll",
      "company": "JLL",
      "visibilityScore": 41.7
    },
    {
      "rank": 4,
      "slug": "prologis",
      "company": "Prologis",
      "visibilityScore": 35.4
    },
    {
      "rank": 5,
      "slug": "redfin",
      "company": "Redfin",
      "visibilityScore": 35.4
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 2.1,
  "totalCompaniesInCountry": 1443,
  "totalCompaniesInIndustry": 106,
  "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"
    ]
  }
}