{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "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": 28,
      "previousRank": 1,
      "visibilityScore": 71.8
    },
    {
      "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": 26,
      "previousRank": 3,
      "visibilityScore": 66.7
    },
    {
      "rank": 3,
      "slug": "tata",
      "company": "Tata",
      "website": "tata.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/tata",
      "rankChange": -1,
      "mentionCount": 18,
      "previousRank": 2,
      "visibilityScore": 46.2
    },
    {
      "rank": 4,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 0,
      "mentionCount": 14,
      "previousRank": 4,
      "visibilityScore": 35.9
    },
    {
      "rank": 5,
      "slug": "gsk",
      "company": "GSK",
      "website": "gsk.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/gsk",
      "rankChange": 1,
      "mentionCount": 8,
      "previousRank": 6,
      "visibilityScore": 20.5
    },
    {
      "rank": 6,
      "slug": "jlr",
      "company": "Jlr",
      "website": "jlr.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/jlr",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 7,
      "slug": "airbus",
      "company": "Airbus",
      "website": "airbus.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/airbus",
      "rankChange": -2,
      "mentionCount": 7,
      "previousRank": 5,
      "visibilityScore": 17.9
    },
    {
      "rank": 8,
      "slug": "astrazeneca",
      "company": "AstraZeneca",
      "website": "astrazeneca.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/astrazeneca",
      "rankChange": -1,
      "mentionCount": 6,
      "previousRank": 7,
      "visibilityScore": 15.4
    },
    {
      "rank": 9,
      "slug": "gkn",
      "company": "GKN",
      "website": "gkn.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/gkn",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 10,
      "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": 14,
      "visibilityScore": 15.4
    },
    {
      "rank": 11,
      "slug": "smiths",
      "company": "Smiths",
      "website": "smiths.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/smiths",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 12,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 13,
      "slug": "jcb",
      "company": "Jcb",
      "website": "jcb.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/jcb",
      "rankChange": -2,
      "mentionCount": 5,
      "previousRank": 11,
      "visibilityScore": 12.8
    },
    {
      "rank": 14,
      "slug": "national-grid",
      "company": "National Grid",
      "website": "nationalgrid.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/national-grid",
      "rankChange": 40,
      "mentionCount": 5,
      "previousRank": 54,
      "visibilityScore": 12.8
    },
    {
      "rank": 15,
      "slug": "nissan",
      "company": "Nissan",
      "website": "nissan.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/nissan",
      "rankChange": 40,
      "mentionCount": 5,
      "previousRank": 55,
      "visibilityScore": 12.8
    },
    {
      "rank": 16,
      "slug": "abb",
      "company": "Abb",
      "website": "abb.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/abb",
      "rankChange": -1,
      "mentionCount": 4,
      "previousRank": 15,
      "visibilityScore": 10.3
    },
    {
      "rank": 17,
      "slug": "british-sugar",
      "company": "British Sugar",
      "website": "britishsugar.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/british-sugar",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 18,
      "slug": "glaxosmithkline",
      "company": "Glaxosmithkline",
      "website": "glaxosmithkline.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/glaxosmithkline",
      "rankChange": 23,
      "mentionCount": 4,
      "previousRank": 41,
      "visibilityScore": 10.3
    },
    {
      "rank": 19,
      "slug": "hitachi",
      "company": "Hitachi",
      "website": "hitachi.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/hitachi",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 20,
      "slug": "mclaren",
      "company": "McLaren",
      "website": "mclaren.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/mclaren",
      "rankChange": -7,
      "mentionCount": 4,
      "previousRank": 13,
      "visibilityScore": 10.3
    },
    {
      "rank": 21,
      "slug": "nestle",
      "company": "Nestlé",
      "website": "nestle.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 22,
      "slug": "smurfit-kappa",
      "company": "Smurfit Kappa",
      "website": "smurfitkappa.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/smurfit-kappa",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 23,
      "slug": "bp",
      "company": "BP",
      "website": "bp.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bp",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "collins-aerospace",
      "company": "Collins Aerospace",
      "website": "collinsaerospace.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/collins-aerospace",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "dyson",
      "company": "Dyson",
      "website": "dyson.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/dyson",
      "rankChange": 12,
      "mentionCount": 3,
      "previousRank": 37,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 122,
  "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"
    ]
  }
}