{
  "slug": "v-guard",
  "month": "2026-04",
  "status": "current",
  "themes": {
    "Mission & Purpose": {
      "rank": 9,
      "score": 33.3
    },
    "Application Process": {
      "rank": 7,
      "score": 33.3
    },
    "Candidate Communication": {
      "rank": 11,
      "score": 33.3
    }
  },
  "company": "V-guard",
  "country": "India",
  "history": [
    {
      "rank": 15,
      "month": "2026-04",
      "visibilityScore": 6.3
    }
  ],
  "summary": "V-Guard is tracked across AI employer visibility rankings in the Manufacturing & Industrial sector. When candidates research the company through AI, it appears in a moderate share of employer-related queries — ranking #15 out of 53 Manufacturing & Industrial companies in the PerceptionX index.\n\nAI models most frequently position V-Guard alongside Tata, Mahindra, and Larsen & Toubro when discussing Manufacturing & Industrial employers.\n\nThe company shows strongest employer visibility in Application Process, Candidate Communication and Mission & Purpose. 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": "vguard.com",
  "industry": "Manufacturing & Industrial",
  "profileUrl": "https://employers.perceptionx.ai/company/v-guard",
  "lastUpdated": "2026-09-20",
  "modelScores": {
    "chatgpt": 0,
    "googleAi": 18.8,
    "perplexity": 0
  },
  "overallRank": 342,
  "industryRank": 15,
  "mentionCount": 3,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "tata",
      "company": "Tata",
      "visibilityScore": 79.2
    },
    {
      "rank": 2,
      "slug": "mahindra",
      "company": "Mahindra",
      "visibilityScore": 75
    },
    {
      "rank": 3,
      "slug": "larsen-and-toubro",
      "company": "Larsen & Toubro",
      "visibilityScore": 56.3
    },
    {
      "rank": 4,
      "slug": "schneider-electric",
      "company": "Schneider Electric",
      "visibilityScore": 25
    },
    {
      "rank": 5,
      "slug": "bosch",
      "company": "Bosch",
      "visibilityScore": 20.8
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 6.3,
  "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"
    ]
  }
}