{
  "slug": "larsen-and-toubro",
  "month": "2026-04",
  "status": "current",
  "themes": {
    "Inclusion": {
      "rank": 8,
      "score": 33.3
    },
    "Innovation": {
      "rank": 10,
      "score": 33.3
    },
    "Leadership": {
      "rank": 1,
      "score": 100
    },
    "Social Impact": {
      "rank": 8,
      "score": 33.3
    },
    "Company Culture": {
      "rank": 1,
      "score": 66.7
    },
    "Security & Perks": {
      "rank": 1,
      "score": 66.7
    },
    "Mission & Purpose": {
      "rank": 2,
      "score": 66.7
    },
    "Candidate Feedback": {
      "rank": 7,
      "score": 33.3
    },
    "Application Process": {
      "rank": 2,
      "score": 66.7
    },
    "Wellbeing & Balance": {
      "rank": 7,
      "score": 33.3
    },
    "Career Opportunities": {
      "rank": 1,
      "score": 66.7
    },
    "Interview Experience": {
      "rank": 1,
      "score": 66.7
    },
    "Onboarding Experience": {
      "rank": 2,
      "score": 66.7
    },
    "Rewards & Recognition": {
      "rank": 8,
      "score": 33.3
    },
    "Candidate Communication": {
      "rank": 3,
      "score": 66.7
    }
  },
  "company": "Larsen & Toubro",
  "country": "India",
  "history": [
    {
      "rank": 6,
      "month": "2026-02",
      "visibilityScore": 37.5
    },
    {
      "rank": 3,
      "month": "2026-03",
      "visibilityScore": 50
    },
    {
      "rank": 3,
      "month": "2026-04",
      "visibilityScore": 56.3
    }
  ],
  "summary": "Larsen & Toubro is tracked across AI employer visibility rankings in the Manufacturing & Industrial sector. When candidates research the company through AI, it appears frequently in employer-related queries — ranking #3 out of 53 Manufacturing & Industrial companies in the PerceptionX index.\n\nAI models most frequently position Larsen & Toubro alongside Tata, Mahindra, and Schneider Electric when discussing Manufacturing & Industrial employers.\n\nThe company shows strongest employer visibility in Application Process, Candidate Communication and Candidate Feedback.\n\nLarsen & Toubro's Visibility Score has risen from 37.5 to 56.3 across its last 3 measurements (since February 2026), climbing 3 places in the Manufacturing & Industrial rankings. Over that period it has moved ahead of Bosch and Godrej. It now trails Mahindra by 18.7 points.\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": "larsenandtoubro.com",
  "industry": "Manufacturing & Industrial",
  "profileUrl": "https://employers.perceptionx.ai/company/larsen-and-toubro",
  "lastUpdated": "2026-09-20",
  "modelScores": {
    "chatgpt": 100,
    "googleAi": 31.3,
    "perplexity": 37.5
  },
  "overallRank": 75,
  "industryRank": 3,
  "mentionCount": 27,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "tata",
      "company": "Tata",
      "visibilityScore": 79.2
    },
    {
      "rank": 2,
      "slug": "mahindra",
      "company": "Mahindra",
      "visibilityScore": 75
    },
    {
      "rank": 4,
      "slug": "schneider-electric",
      "company": "Schneider Electric",
      "visibilityScore": 25
    },
    {
      "rank": 5,
      "slug": "bosch",
      "company": "Bosch",
      "visibilityScore": 20.8
    },
    {
      "rank": 6,
      "slug": "asian-paints",
      "company": "Asian Paints",
      "visibilityScore": 18.8
    }
  ],
  "otherIndustries": [
    {
      "industry": "Electronics",
      "industryRank": 15,
      "visibilityScore": 33.3
    },
    {
      "industry": "Aerospace",
      "industryRank": 12,
      "visibilityScore": 11.9
    }
  ],
  "visibilityScore": 56.3,
  "totalCompaniesInCountry": 617,
  "totalCompaniesInIndustry": 53,
  "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"
    ]
  }
}