{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Manufacturing & Industrial",
  "rankings": [
    {
      "rank": 1,
      "slug": "airbus",
      "company": "Airbus",
      "website": "airbus.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/airbus",
      "rankChange": 1,
      "mentionCount": 29,
      "previousRank": 2,
      "visibilityScore": 74.4
    },
    {
      "rank": 2,
      "slug": "schneider-electric",
      "company": "Schneider Electric",
      "website": "schneiderelectric.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/schneider-electric",
      "rankChange": -1,
      "mentionCount": 27,
      "previousRank": 1,
      "visibilityScore": 69.2
    },
    {
      "rank": 3,
      "slug": "michelin",
      "company": "Michelin",
      "website": "michelin.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/michelin",
      "rankChange": 0,
      "mentionCount": 26,
      "previousRank": 3,
      "visibilityScore": 66.7
    },
    {
      "rank": 4,
      "slug": "saint-gobain",
      "company": "Saint-Gobain",
      "website": "saint-gobain.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/saint-gobain",
      "rankChange": 0,
      "mentionCount": 25,
      "previousRank": 4,
      "visibilityScore": 64.1
    },
    {
      "rank": 5,
      "slug": "safran",
      "company": "Safran",
      "website": "safran.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/safran",
      "rankChange": 0,
      "mentionCount": 21,
      "previousRank": 5,
      "visibilityScore": 53.8
    },
    {
      "rank": 6,
      "slug": "renault",
      "company": "Renault",
      "website": "renault.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/renault",
      "rankChange": 5,
      "mentionCount": 20,
      "previousRank": 11,
      "visibilityScore": 51.3
    },
    {
      "rank": 7,
      "slug": "thales",
      "company": "Thales",
      "website": "thales.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/thales",
      "rankChange": -1,
      "mentionCount": 15,
      "previousRank": 6,
      "visibilityScore": 38.5
    },
    {
      "rank": 8,
      "slug": "stellantis",
      "company": "Stellantis",
      "website": "stellantis.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/stellantis",
      "rankChange": 17,
      "mentionCount": 13,
      "previousRank": 25,
      "visibilityScore": 33.3
    },
    {
      "rank": 9,
      "slug": "dassault",
      "company": "Dassault",
      "website": "dassault.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/dassault",
      "rankChange": 1,
      "mentionCount": 11,
      "previousRank": 10,
      "visibilityScore": 28.2
    },
    {
      "rank": 10,
      "slug": "valeo",
      "company": "Valeo",
      "website": "valeo.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/valeo",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 11,
      "slug": "edf",
      "company": "Edf",
      "website": "edf.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/edf",
      "rankChange": 9,
      "mentionCount": 7,
      "previousRank": 20,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "legrand",
      "company": "Legrand",
      "website": "legrand.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/legrand",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 12,
      "visibilityScore": 17.9
    },
    {
      "rank": 13,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": -6,
      "mentionCount": 7,
      "previousRank": 7,
      "visibilityScore": 17.9
    },
    {
      "rank": 14,
      "slug": "psa",
      "company": "Psa",
      "website": "psa.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/psa",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 15,
      "slug": "alstom",
      "company": "Alstom",
      "website": "alstom.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/alstom",
      "rankChange": 11,
      "mentionCount": 6,
      "previousRank": 26,
      "visibilityScore": 15.4
    },
    {
      "rank": 16,
      "slug": "air-liquide",
      "company": "Air Liquide",
      "website": "airliquide.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/air-liquide",
      "rankChange": 1,
      "mentionCount": 5,
      "previousRank": 17,
      "visibilityScore": 12.8
    },
    {
      "rank": 17,
      "slug": "danone",
      "company": "Danone",
      "website": "danone.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/danone",
      "rankChange": 14,
      "mentionCount": 5,
      "previousRank": 31,
      "visibilityScore": 12.8
    },
    {
      "rank": 18,
      "slug": "skf-france",
      "company": "Skf France",
      "website": null,
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/skf-france",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 19,
      "slug": "bouygues",
      "company": "Bouygues",
      "website": null,
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/bouygues",
      "rankChange": 9,
      "mentionCount": 4,
      "previousRank": 28,
      "visibilityScore": 10.3
    },
    {
      "rank": 20,
      "slug": "veolia-environnement",
      "company": "Veolia Environnement",
      "website": null,
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/veolia-environnement",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 21,
      "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": 22,
      "slug": "citroen",
      "company": "Citroën",
      "website": "citron.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/citroen",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "engie",
      "company": "Engie",
      "website": "engie.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/engie",
      "rankChange": -2,
      "mentionCount": 3,
      "previousRank": 21,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "orange",
      "company": "Orange",
      "website": "orange.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/orange",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "peugeot",
      "company": "Peugeot",
      "website": "peugeot.com",
      "industry": "Manufacturing & Industrial",
      "profileUrl": "https://employers.perceptionx.ai/company/peugeot",
      "rankChange": -1,
      "mentionCount": 3,
      "previousRank": 24,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 76,
  "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"
    ]
  }
}