{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "United Kingdom",
  "industry": "Automotive",
  "rankings": [
    {
      "rank": 1,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 1,
      "mentionCount": 27,
      "previousRank": 2,
      "visibilityScore": 84.4
    },
    {
      "rank": 2,
      "slug": "bentley-motors",
      "company": "Bentley Motors",
      "website": "bentleymotors.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bentley-motors",
      "rankChange": -1,
      "mentionCount": 25,
      "previousRank": 1,
      "visibilityScore": 78.1
    },
    {
      "rank": 3,
      "slug": "tata",
      "company": "Tata",
      "website": "tata.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/tata",
      "rankChange": 1,
      "mentionCount": 24,
      "previousRank": 4,
      "visibilityScore": 75
    },
    {
      "rank": 4,
      "slug": "mclaren",
      "company": "McLaren",
      "website": "mclaren.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mclaren",
      "rankChange": 2,
      "mentionCount": 21,
      "previousRank": 6,
      "visibilityScore": 65.6
    },
    {
      "rank": 5,
      "slug": "nissan",
      "company": "Nissan",
      "website": "nissan.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/nissan",
      "rankChange": 0,
      "mentionCount": 19,
      "previousRank": 5,
      "visibilityScore": 59.4
    },
    {
      "rank": 6,
      "slug": "bmw",
      "company": "BMW",
      "website": "bmw.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bmw",
      "rankChange": -3,
      "mentionCount": 18,
      "previousRank": 3,
      "visibilityScore": 56.3
    },
    {
      "rank": 7,
      "slug": "rolls-royce-motor-cars",
      "company": "Rolls-royce Motor Cars",
      "website": "rollsroycemotorcars.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rolls-royce-motor-cars",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 8,
      "visibilityScore": 28.1
    },
    {
      "rank": 8,
      "slug": "ford",
      "company": "Ford",
      "website": "ford.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ford",
      "rankChange": 2,
      "mentionCount": 8,
      "previousRank": 10,
      "visibilityScore": 25
    },
    {
      "rank": 9,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 15.6
    },
    {
      "rank": 10,
      "slug": "volkswagen",
      "company": "Volkswagen",
      "website": "volkswagen.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volkswagen",
      "rankChange": -3,
      "mentionCount": 5,
      "previousRank": 7,
      "visibilityScore": 15.6
    },
    {
      "rank": 11,
      "slug": "aston-martin",
      "company": "Aston Martin",
      "website": "astonmartin.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/aston-martin",
      "rankChange": 1,
      "mentionCount": 4,
      "previousRank": 12,
      "visibilityScore": 12.5
    },
    {
      "rank": 12,
      "slug": "cox-automotive",
      "company": "Cox Automotive",
      "website": "coxautomotive.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/cox-automotive",
      "rankChange": 2,
      "mentionCount": 4,
      "previousRank": 14,
      "visibilityScore": 12.5
    },
    {
      "rank": 13,
      "slug": "gkn",
      "company": "GKN",
      "website": "gkn.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/gkn",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 12.5
    },
    {
      "rank": 14,
      "slug": "hyundai",
      "company": "Hyundai",
      "website": "hyundai.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/hyundai",
      "rankChange": 2,
      "mentionCount": 3,
      "previousRank": 16,
      "visibilityScore": 9.4
    },
    {
      "rank": 15,
      "slug": "jlr",
      "company": "Jlr",
      "website": "jlr.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/jlr",
      "rankChange": 2,
      "mentionCount": 3,
      "previousRank": 17,
      "visibilityScore": 9.4
    },
    {
      "rank": 16,
      "slug": "kia",
      "company": "Kia",
      "website": "kia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/kia",
      "rankChange": -5,
      "mentionCount": 3,
      "previousRank": 11,
      "visibilityScore": 9.4
    },
    {
      "rank": 17,
      "slug": "rolls-royce",
      "company": "Rolls-Royce",
      "website": "rollsroyce.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rolls-royce",
      "rankChange": -8,
      "mentionCount": 2,
      "previousRank": 9,
      "visibilityScore": 6.3
    },
    {
      "rank": 18,
      "slug": "zf",
      "company": "Zf",
      "website": "zf.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/zf",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 19,
      "slug": "avl",
      "company": "Avl",
      "website": "avl.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/avl",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 20,
      "slug": "bae-systems",
      "company": "BAE Systems",
      "website": "bae.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bae-systems",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 21,
      "slug": "lookers",
      "company": "Lookers",
      "website": "lookers.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/lookers",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 22,
      "slug": "lotus",
      "company": "Lotus",
      "website": "lotus.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/lotus",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 23,
      "slug": "mercedes-benz",
      "company": "Mercedes-Benz",
      "website": "mercedesbenz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mercedes-benz",
      "rankChange": -10,
      "mentionCount": 1,
      "previousRank": 13,
      "visibilityScore": 3.1
    },
    {
      "rank": 24,
      "slug": "mini",
      "company": "Mini",
      "website": "mini.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mini",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 25,
      "slug": "porsche",
      "company": "Porsche",
      "website": "porsche.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/porsche",
      "rankChange": 6,
      "mentionCount": 1,
      "previousRank": 31,
      "visibilityScore": 3.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 27,
  "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.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}