{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-04",
  "country": "United Kingdom",
  "industry": "Automotive",
  "rankings": [
    {
      "rank": 1,
      "slug": "bentley-motors",
      "company": "Bentley Motors",
      "website": "bentleymotors.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bentley-motors",
      "rankChange": 0,
      "mentionCount": 28,
      "previousRank": 1,
      "visibilityScore": 58.3
    },
    {
      "rank": 2,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 0,
      "mentionCount": 27,
      "previousRank": 2,
      "visibilityScore": 56.3
    },
    {
      "rank": 3,
      "slug": "bmw",
      "company": "BMW",
      "website": "bmw.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bmw",
      "rankChange": 0,
      "mentionCount": 24,
      "previousRank": 3,
      "visibilityScore": 50
    },
    {
      "rank": 4,
      "slug": "tata",
      "company": "Tata",
      "website": "tata.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/tata",
      "rankChange": 0,
      "mentionCount": 23,
      "previousRank": 4,
      "visibilityScore": 47.9
    },
    {
      "rank": 5,
      "slug": "nissan",
      "company": "Nissan",
      "website": "nissan.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/nissan",
      "rankChange": 0,
      "mentionCount": 18,
      "previousRank": 5,
      "visibilityScore": 37.5
    },
    {
      "rank": 6,
      "slug": "mclaren",
      "company": "McLaren",
      "website": "mclaren.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mclaren",
      "rankChange": 0,
      "mentionCount": 15,
      "previousRank": 6,
      "visibilityScore": 31.3
    },
    {
      "rank": 7,
      "slug": "volkswagen",
      "company": "Volkswagen",
      "website": "volkswagen.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volkswagen",
      "rankChange": 0,
      "mentionCount": 12,
      "previousRank": 7,
      "visibilityScore": 25
    },
    {
      "rank": 8,
      "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": 0,
      "mentionCount": 11,
      "previousRank": 8,
      "visibilityScore": 22.9
    },
    {
      "rank": 9,
      "slug": "rolls-royce",
      "company": "Rolls-Royce",
      "website": "rollsroyce.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rolls-royce",
      "rankChange": 0,
      "mentionCount": 8,
      "previousRank": 9,
      "visibilityScore": 16.7
    },
    {
      "rank": 10,
      "slug": "ford",
      "company": "Ford",
      "website": "ford.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ford",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 10,
      "visibilityScore": 14.6
    },
    {
      "rank": 11,
      "slug": "kia",
      "company": "Kia",
      "website": "kia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/kia",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 11,
      "visibilityScore": 14.6
    },
    {
      "rank": 12,
      "slug": "aston-martin",
      "company": "Aston Martin",
      "website": "astonmartin.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/aston-martin",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 12,
      "visibilityScore": 10.4
    },
    {
      "rank": 13,
      "slug": "mercedes-benz",
      "company": "Mercedes-Benz",
      "website": "mercedesbenz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mercedes-benz",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 13,
      "visibilityScore": 10.4
    },
    {
      "rank": 14,
      "slug": "cox-automotive",
      "company": "Cox Automotive",
      "website": "coxautomotive.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/cox-automotive",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 14,
      "visibilityScore": 8.3
    },
    {
      "rank": 15,
      "slug": "bentley",
      "company": "Bentley",
      "website": "bentley.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bentley",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 15,
      "visibilityScore": 6.3
    },
    {
      "rank": 16,
      "slug": "hyundai",
      "company": "Hyundai",
      "website": "hyundai.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/hyundai",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 16,
      "visibilityScore": 6.3
    },
    {
      "rank": 17,
      "slug": "jlr",
      "company": "Jlr",
      "website": "jlr.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/jlr",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 17,
      "visibilityScore": 6.3
    },
    {
      "rank": 18,
      "slug": "rac",
      "company": "Rac",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rac",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 18,
      "visibilityScore": 6.3
    },
    {
      "rank": 19,
      "slug": "sunderland-plant",
      "company": "Sunderland Plant",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/sunderland-plant",
      "rankChange": 0,
      "mentionCount": 3,
      "previousRank": 19,
      "visibilityScore": 6.3
    },
    {
      "rank": 20,
      "slug": "audi",
      "company": "Audi",
      "website": "audi.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/audi",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 20,
      "visibilityScore": 4.2
    },
    {
      "rank": 21,
      "slug": "land-rover",
      "company": "Land Rover",
      "website": "landrover.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/land-rover",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 21,
      "visibilityScore": 4.2
    },
    {
      "rank": 22,
      "slug": "renault",
      "company": "Renault",
      "website": "renault.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/renault",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 22,
      "visibilityScore": 4.2
    },
    {
      "rank": 23,
      "slug": "rolls-royce-motor-cars",
      "company": "Rolls‑Royce Motor Cars",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/rolls-royce-motor-cars",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 23,
      "visibilityScore": 4.2
    },
    {
      "rank": 24,
      "slug": "toyota-gb-plc",
      "company": "Toyota (Gb) Plc",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota-gb-plc",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 24,
      "visibilityScore": 4.2
    },
    {
      "rank": 25,
      "slug": "vauxhall",
      "company": "Vauxhall",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/vauxhall",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 25,
      "visibilityScore": 4.2
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 48,
  "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"
    ]
  }
}