{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "United Kingdom",
  "industry": "Manufacturing & Industrial",
  "rankings": [
    {
      "rank": 1,
      "slug": "rolls-royce",
      "company": "Rolls-Royce",
      "website": "rollsroyce.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/rolls-royce",
      "rankChange": 0,
      "mentionCount": 34,
      "previousRank": 1,
      "visibilityScore": 70.8
    },
    {
      "rank": 2,
      "slug": "bae-systems",
      "company": "BAE Systems",
      "website": "bae.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bae-systems",
      "rankChange": 1,
      "mentionCount": 31,
      "previousRank": 3,
      "visibilityScore": 64.6
    },
    {
      "rank": 3,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 1,
      "mentionCount": 25,
      "previousRank": 4,
      "visibilityScore": 52.1
    },
    {
      "rank": 4,
      "slug": "tata",
      "company": "Tata",
      "website": "tata.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/tata",
      "rankChange": -2,
      "mentionCount": 21,
      "previousRank": 2,
      "visibilityScore": 43.8
    },
    {
      "rank": 5,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": 1,
      "mentionCount": 14,
      "previousRank": 6,
      "visibilityScore": 29.2
    },
    {
      "rank": 6,
      "slug": "airbus",
      "company": "Airbus",
      "website": "airbus.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/airbus",
      "rankChange": -1,
      "mentionCount": 12,
      "previousRank": 5,
      "visibilityScore": 25
    },
    {
      "rank": 7,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": 0,
      "mentionCount": 10,
      "previousRank": 7,
      "visibilityScore": 20.8
    },
    {
      "rank": 8,
      "slug": "babcock",
      "company": "Babcock",
      "website": "babcock.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/babcock",
      "rankChange": 14,
      "mentionCount": 9,
      "previousRank": 22,
      "visibilityScore": 18.8
    },
    {
      "rank": 9,
      "slug": "johnson-matthey",
      "company": "Johnson Matthey",
      "website": "johnsonmatthey.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-matthey",
      "rankChange": 30,
      "mentionCount": 7,
      "previousRank": 39,
      "visibilityScore": 14.6
    },
    {
      "rank": 10,
      "slug": "mclaren",
      "company": "McLaren",
      "website": "mclaren.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/mclaren",
      "rankChange": 2,
      "mentionCount": 7,
      "previousRank": 12,
      "visibilityScore": 14.6
    },
    {
      "rank": 11,
      "slug": "arup",
      "company": "Arup",
      "website": "arup.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/arup",
      "rankChange": -2,
      "mentionCount": 6,
      "previousRank": 9,
      "visibilityScore": 12.5
    },
    {
      "rank": 12,
      "slug": "bentley-motors",
      "company": "Bentley Motors",
      "website": "bentleymotors.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bentley-motors",
      "rankChange": -4,
      "mentionCount": 6,
      "previousRank": 8,
      "visibilityScore": 12.5
    },
    {
      "rank": 13,
      "slug": "dyson",
      "company": "Dyson",
      "website": "dyson.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/dyson",
      "rankChange": 20,
      "mentionCount": 6,
      "previousRank": 33,
      "visibilityScore": 12.5
    },
    {
      "rank": 14,
      "slug": "jacobs",
      "company": "Jacobs",
      "website": "jacobs.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/jacobs",
      "rankChange": 24,
      "mentionCount": 6,
      "previousRank": 38,
      "visibilityScore": 12.5
    },
    {
      "rank": 15,
      "slug": "jcb",
      "company": "Jcb",
      "website": "jcb.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/jcb",
      "rankChange": -5,
      "mentionCount": 6,
      "previousRank": 10,
      "visibilityScore": 12.5
    },
    {
      "rank": 16,
      "slug": "renishaw",
      "company": "Renishaw",
      "website": "renishaw.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/renishaw",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 12.5
    },
    {
      "rank": 17,
      "slug": "schneider-electric",
      "company": "Schneider Electric",
      "website": "schneiderelectric.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/schneider-electric",
      "rankChange": -4,
      "mentionCount": 6,
      "previousRank": 13,
      "visibilityScore": 12.5
    },
    {
      "rank": 18,
      "slug": "abb",
      "company": "Abb",
      "website": "abb.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/abb",
      "rankChange": -4,
      "mentionCount": 5,
      "previousRank": 14,
      "visibilityScore": 10.4
    },
    {
      "rank": 19,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 33,
      "mentionCount": 4,
      "previousRank": 52,
      "visibilityScore": 8.3
    },
    {
      "rank": 20,
      "slug": "balfour-beatty",
      "company": "Balfour Beatty",
      "website": "balfourbeatty.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/balfour-beatty",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 21,
      "slug": "croda",
      "company": "Croda",
      "website": "croda.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/croda",
      "rankChange": 8,
      "mentionCount": 3,
      "previousRank": 29,
      "visibilityScore": 6.3
    },
    {
      "rank": 22,
      "slug": "dhl",
      "company": "DHL",
      "website": "dhl.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/dhl",
      "rankChange": 9,
      "mentionCount": 3,
      "previousRank": 31,
      "visibilityScore": 6.3
    },
    {
      "rank": 23,
      "slug": "gkn-aerospace",
      "company": "Gkn Aerospace",
      "website": "gknaerospace.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/gkn-aerospace",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 17,
      "visibilityScore": 6.3
    },
    {
      "rank": 24,
      "slug": "glaxosmithkline",
      "company": "Glaxosmithkline",
      "website": "glaxosmithkline.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/glaxosmithkline",
      "rankChange": 12,
      "mentionCount": 3,
      "previousRank": 36,
      "visibilityScore": 6.3
    },
    {
      "rank": 25,
      "slug": "leonardo",
      "company": "Leonardo",
      "website": "leonardo.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/leonardo",
      "rankChange": 16,
      "mentionCount": 3,
      "previousRank": 41,
      "visibilityScore": 6.3
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 71,
  "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"
    ]
  }
}