{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-04",
  "country": "Brazil",
  "industry": "Automotive",
  "rankings": [
    {
      "rank": 1,
      "slug": "general-motors",
      "company": "General Motors",
      "website": "gm.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/general-motors",
      "rankChange": 0,
      "mentionCount": 36,
      "previousRank": 1,
      "visibilityScore": 75
    },
    {
      "rank": 2,
      "slug": "volkswagen",
      "company": "Volkswagen",
      "website": "volkswagen.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volkswagen",
      "rankChange": 0,
      "mentionCount": 35,
      "previousRank": 2,
      "visibilityScore": 72.9
    },
    {
      "rank": 3,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 0,
      "mentionCount": 27,
      "previousRank": 3,
      "visibilityScore": 56.3
    },
    {
      "rank": 4,
      "slug": "stellantis",
      "company": "Stellantis",
      "website": "stellantis.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/stellantis",
      "rankChange": 0,
      "mentionCount": 24,
      "previousRank": 4,
      "visibilityScore": 50
    },
    {
      "rank": 5,
      "slug": "mercedes-benz",
      "company": "Mercedes-Benz",
      "website": "mercedesbenz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mercedes-benz",
      "rankChange": 0,
      "mentionCount": 23,
      "previousRank": 5,
      "visibilityScore": 47.9
    },
    {
      "rank": 6,
      "slug": "fiat",
      "company": "Fiat",
      "website": "fiat.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/fiat",
      "rankChange": 0,
      "mentionCount": 14,
      "previousRank": 6,
      "visibilityScore": 29.2
    },
    {
      "rank": 7,
      "slug": "ford",
      "company": "Ford",
      "website": "ford.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ford",
      "rankChange": 0,
      "mentionCount": 14,
      "previousRank": 7,
      "visibilityScore": 29.2
    },
    {
      "rank": 8,
      "slug": "renault",
      "company": "Renault",
      "website": "renault.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/renault",
      "rankChange": 0,
      "mentionCount": 14,
      "previousRank": 8,
      "visibilityScore": 29.2
    },
    {
      "rank": 9,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": 0,
      "mentionCount": 12,
      "previousRank": 9,
      "visibilityScore": 25
    },
    {
      "rank": 10,
      "slug": "continental",
      "company": "Continental",
      "website": "continental.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/continental",
      "rankChange": 0,
      "mentionCount": 12,
      "previousRank": 10,
      "visibilityScore": 25
    },
    {
      "rank": 11,
      "slug": "dayco",
      "company": "Dayco",
      "website": "dayco.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/dayco",
      "rankChange": 0,
      "mentionCount": 11,
      "previousRank": 11,
      "visibilityScore": 22.9
    },
    {
      "rank": 12,
      "slug": "jeep",
      "company": "Jeep",
      "website": "jeep.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/jeep",
      "rankChange": 0,
      "mentionCount": 11,
      "previousRank": 12,
      "visibilityScore": 22.9
    },
    {
      "rank": 13,
      "slug": "volvo",
      "company": "Volvo",
      "website": "volvo.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volvo",
      "rankChange": 0,
      "mentionCount": 11,
      "previousRank": 13,
      "visibilityScore": 22.9
    },
    {
      "rank": 14,
      "slug": "aam",
      "company": "Aam",
      "website": "aam.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/aam",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 14,
      "visibilityScore": 14.6
    },
    {
      "rank": 15,
      "slug": "bmw",
      "company": "BMW",
      "website": "bmw.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bmw",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 15,
      "visibilityScore": 14.6
    },
    {
      "rank": 16,
      "slug": "lear",
      "company": "Lear",
      "website": "lear.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/lear",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 16,
      "visibilityScore": 14.6
    },
    {
      "rank": 17,
      "slug": "peugeot",
      "company": "Peugeot",
      "website": "peugeot.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/peugeot",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 17,
      "visibilityScore": 14.6
    },
    {
      "rank": 18,
      "slug": "byd",
      "company": "BYD",
      "website": "byd.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/byd",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 18,
      "visibilityScore": 12.5
    },
    {
      "rank": 19,
      "slug": "citroen",
      "company": "Citroën",
      "website": "citron.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/citroen",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 19,
      "visibilityScore": 12.5
    },
    {
      "rank": 20,
      "slug": "cnh-industrial",
      "company": "Cnh Industrial",
      "website": "cnhindustrial.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/cnh-industrial",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 20,
      "visibilityScore": 12.5
    },
    {
      "rank": 21,
      "slug": "nissan",
      "company": "Nissan",
      "website": "nissan.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/nissan",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 21,
      "visibilityScore": 12.5
    },
    {
      "rank": 22,
      "slug": "valeo",
      "company": "Valeo",
      "website": "valeo.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/valeo",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 22,
      "visibilityScore": 12.5
    },
    {
      "rank": 23,
      "slug": "magneti-marelli",
      "company": "Magneti Marelli",
      "website": "magnetimarelli.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/magneti-marelli",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 23,
      "visibilityScore": 10.4
    },
    {
      "rank": 24,
      "slug": "gm",
      "company": "GM",
      "website": "gm.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/gm",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 24,
      "visibilityScore": 8.3
    },
    {
      "rank": 25,
      "slug": "honda",
      "company": "Honda",
      "website": "honda.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/honda",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 25,
      "visibilityScore": 8.3
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 61,
  "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"
    ]
  }
}