{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-09",
  "country": "United States",
  "industry": "Manufacturing & Industrial",
  "rankings": [
    {
      "rank": 1,
      "slug": "ge-aerospace",
      "company": "GE Aerospace",
      "website": "geaerospace.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/ge-aerospace",
      "rankChange": 2,
      "mentionCount": 26,
      "previousRank": 3,
      "visibilityScore": 66.7
    },
    {
      "rank": 2,
      "slug": "3m",
      "company": "3M",
      "website": "3m.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/3m",
      "rankChange": 0,
      "mentionCount": 24,
      "previousRank": 2,
      "visibilityScore": 61.5
    },
    {
      "rank": 3,
      "slug": "lockheed-martin",
      "company": "Lockheed Martin",
      "website": "lockheedmartin.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/lockheed-martin",
      "rankChange": 8,
      "mentionCount": 22,
      "previousRank": 11,
      "visibilityScore": 56.4
    },
    {
      "rank": 4,
      "slug": "boeing",
      "company": "Boeing",
      "website": "boeing.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/boeing",
      "rankChange": 4,
      "mentionCount": 20,
      "previousRank": 8,
      "visibilityScore": 51.3
    },
    {
      "rank": 5,
      "slug": "caterpillar",
      "company": "Caterpillar",
      "website": "caterpillar.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/caterpillar",
      "rankChange": -4,
      "mentionCount": 19,
      "previousRank": 1,
      "visibilityScore": 48.7
    },
    {
      "rank": 6,
      "slug": "honeywell",
      "company": "Honeywell",
      "website": "honeywell.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/honeywell",
      "rankChange": 4,
      "mentionCount": 18,
      "previousRank": 10,
      "visibilityScore": 46.2
    },
    {
      "rank": 7,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": -1,
      "mentionCount": 14,
      "previousRank": 6,
      "visibilityScore": 35.9
    },
    {
      "rank": 8,
      "slug": "rtx",
      "company": "RTX",
      "website": "rtx.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/rtx",
      "rankChange": 84,
      "mentionCount": 14,
      "previousRank": 92,
      "visibilityScore": 35.9
    },
    {
      "rank": 9,
      "slug": "john-deere",
      "company": "John Deere",
      "website": "johndeere.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/john-deere",
      "rankChange": -5,
      "mentionCount": 13,
      "previousRank": 4,
      "visibilityScore": 33.3
    },
    {
      "rank": 10,
      "slug": "northrop-grumman",
      "company": "Northrop Grumman",
      "website": "northropgrumman.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/northrop-grumman",
      "rankChange": 19,
      "mentionCount": 12,
      "previousRank": 29,
      "visibilityScore": 30.8
    },
    {
      "rank": 11,
      "slug": "dow",
      "company": "Dow",
      "website": "dow.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/dow",
      "rankChange": -6,
      "mentionCount": 11,
      "previousRank": 5,
      "visibilityScore": 28.2
    },
    {
      "rank": 12,
      "slug": "ford",
      "company": "Ford",
      "website": "ford.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/ford",
      "rankChange": 3,
      "mentionCount": 11,
      "previousRank": 15,
      "visibilityScore": 28.2
    },
    {
      "rank": 13,
      "slug": "schneider-electric",
      "company": "Schneider Electric",
      "website": "schneiderelectric.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/schneider-electric",
      "rankChange": -1,
      "mentionCount": 11,
      "previousRank": 12,
      "visibilityScore": 28.2
    },
    {
      "rank": 14,
      "slug": "cummins",
      "company": "Cummins",
      "website": "cummins.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/cummins",
      "rankChange": -5,
      "mentionCount": 9,
      "previousRank": 9,
      "visibilityScore": 23.1
    },
    {
      "rank": 15,
      "slug": "johnson-and-johnson",
      "company": "Johnson & Johnson",
      "website": "jnj.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-and-johnson",
      "rankChange": 3,
      "mentionCount": 9,
      "previousRank": 18,
      "visibilityScore": 23.1
    },
    {
      "rank": 16,
      "slug": "general-motors",
      "company": "General Motors",
      "website": "gm.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/general-motors",
      "rankChange": 0,
      "mentionCount": 8,
      "previousRank": 16,
      "visibilityScore": 20.5
    },
    {
      "rank": 17,
      "slug": "stryker",
      "company": "Stryker",
      "website": "stryker.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/stryker",
      "rankChange": -10,
      "mentionCount": 8,
      "previousRank": 7,
      "visibilityScore": 20.5
    },
    {
      "rank": 18,
      "slug": "tesla",
      "company": "Tesla",
      "website": "tesla.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/tesla",
      "rankChange": -4,
      "mentionCount": 8,
      "previousRank": 14,
      "visibilityScore": 20.5
    },
    {
      "rank": 19,
      "slug": "intel",
      "company": "Intel",
      "website": "intel.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/intel",
      "rankChange": -6,
      "mentionCount": 5,
      "previousRank": 13,
      "visibilityScore": 12.8
    },
    {
      "rank": 20,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 20,
      "visibilityScore": 12.8
    },
    {
      "rank": 21,
      "slug": "trane-technologies",
      "company": "Trane Technologies",
      "website": "trane.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/trane-technologies",
      "rankChange": 12,
      "mentionCount": 5,
      "previousRank": 33,
      "visibilityScore": 12.8
    },
    {
      "rank": 22,
      "slug": "parker-hannifin",
      "company": "Parker Hannifin",
      "website": "parkerhannifin.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/parker-hannifin",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 23,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "gm",
      "company": "GM",
      "website": "gm.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/gm",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "johnson-controls",
      "company": "Johnson Controls",
      "website": "johnsoncontrols.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/johnson-controls",
      "rankChange": -4,
      "mentionCount": 3,
      "previousRank": 21,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-09-03",
  "previousMonth": "2026-04",
  "totalCompanies": 102,
  "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"
    ]
  }
}