{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-04",
  "country": "United States",
  "industry": "Automotive",
  "rankings": [
    {
      "rank": 1,
      "slug": "ford",
      "company": "Ford",
      "website": "ford.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ford",
      "rankChange": 0,
      "mentionCount": 34,
      "previousRank": 1,
      "visibilityScore": 70.8
    },
    {
      "rank": 2,
      "slug": "general-motors",
      "company": "General Motors",
      "website": "gm.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/general-motors",
      "rankChange": 0,
      "mentionCount": 33,
      "previousRank": 2,
      "visibilityScore": 68.8
    },
    {
      "rank": 3,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 0,
      "mentionCount": 26,
      "previousRank": 3,
      "visibilityScore": 54.2
    },
    {
      "rank": 4,
      "slug": "tesla",
      "company": "Tesla",
      "website": "tesla.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/tesla",
      "rankChange": 0,
      "mentionCount": 24,
      "previousRank": 4,
      "visibilityScore": 50
    },
    {
      "rank": 5,
      "slug": "rivian",
      "company": "Rivian",
      "website": "rivian.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rivian",
      "rankChange": 0,
      "mentionCount": 19,
      "previousRank": 5,
      "visibilityScore": 39.6
    },
    {
      "rank": 6,
      "slug": "penske-automotive",
      "company": "Penske Automotive",
      "website": "penskeautomotive.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/penske-automotive",
      "rankChange": 0,
      "mentionCount": 11,
      "previousRank": 6,
      "visibilityScore": 22.9
    },
    {
      "rank": 7,
      "slug": "cox-automotive",
      "company": "Cox Automotive",
      "website": "coxautomotive.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/cox-automotive",
      "rankChange": 0,
      "mentionCount": 10,
      "previousRank": 7,
      "visibilityScore": 20.8
    },
    {
      "rank": 8,
      "slug": "stellantis",
      "company": "Stellantis",
      "website": "stellantis.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/stellantis",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 8,
      "visibilityScore": 14.6
    },
    {
      "rank": 9,
      "slug": "carmax",
      "company": "Carmax",
      "website": "carmax.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/carmax",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 9,
      "visibilityScore": 12.5
    },
    {
      "rank": 10,
      "slug": "gm",
      "company": "GM",
      "website": "gm.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/gm",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 10,
      "visibilityScore": 10.4
    },
    {
      "rank": 11,
      "slug": "honda",
      "company": "Honda",
      "website": "honda.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/honda",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 11,
      "visibilityScore": 10.4
    },
    {
      "rank": 12,
      "slug": "hyundai",
      "company": "Hyundai",
      "website": "hyundai.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/hyundai",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 12,
      "visibilityScore": 8.3
    },
    {
      "rank": 13,
      "slug": "mercedes-benz",
      "company": "Mercedes-Benz",
      "website": "mercedesbenz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mercedes-benz",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 13,
      "visibilityScore": 8.3
    },
    {
      "rank": 14,
      "slug": "subaru",
      "company": "Subaru",
      "website": "subaru.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/subaru",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 14,
      "visibilityScore": 8.3
    },
    {
      "rank": 15,
      "slug": "subaru-of-america",
      "company": "Subaru of America",
      "website": "subaruofamerica.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/subaru-of-america",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 15,
      "visibilityScore": 8.3
    },
    {
      "rank": 16,
      "slug": "autonation",
      "company": "Autonation",
      "website": "autonation.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/autonation",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 16,
      "visibilityScore": 6.3
    },
    {
      "rank": 17,
      "slug": "bmw",
      "company": "BMW",
      "website": "bmw.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bmw",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 17,
      "visibilityScore": 6.3
    },
    {
      "rank": 18,
      "slug": "borgwarner",
      "company": "Borgwarner",
      "website": "borgwarner.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/borgwarner",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 18,
      "visibilityScore": 6.3
    },
    {
      "rank": 19,
      "slug": "carscom",
      "company": "Cars.com",
      "website": "carscom.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/carscom",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 19,
      "visibilityScore": 6.3
    },
    {
      "rank": 20,
      "slug": "carvana",
      "company": "Carvana",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/carvana",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 20,
      "visibilityScore": 6.3
    },
    {
      "rank": 21,
      "slug": "crew-carwash",
      "company": "Crew Carwash",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/crew-carwash",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 21,
      "visibilityScore": 6.3
    },
    {
      "rank": 22,
      "slug": "cummins",
      "company": "Cummins",
      "website": "cummins.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/cummins",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 22,
      "visibilityScore": 6.3
    },
    {
      "rank": 23,
      "slug": "google",
      "company": "Google",
      "website": "google.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/google",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 23,
      "visibilityScore": 6.3
    },
    {
      "rank": 24,
      "slug": "berkshire-hathaway-automotive",
      "company": "Berkshire Hathaway Automotive",
      "website": "berkshirehathawayautomotive.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/berkshire-hathaway-automotive",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 24,
      "visibilityScore": 4.2
    },
    {
      "rank": 25,
      "slug": "bridgestone",
      "company": "Bridgestone",
      "website": "bridgestone.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bridgestone",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 25,
      "visibilityScore": 4.2
    }
  ],
  "lastUpdated": "2026-09-03",
  "previousMonth": "2026-04",
  "totalCompanies": 58,
  "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"
    ]
  }
}