{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "France",
  "industry": "Automotive",
  "rankings": [
    {
      "rank": 1,
      "slug": "renault",
      "company": "Renault",
      "website": "renault.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/renault",
      "rankChange": 0,
      "mentionCount": 43,
      "previousRank": 1,
      "visibilityScore": 89.6
    },
    {
      "rank": 2,
      "slug": "valeo",
      "company": "Valeo",
      "website": "valeo.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/valeo",
      "rankChange": 0,
      "mentionCount": 36,
      "previousRank": 2,
      "visibilityScore": 75
    },
    {
      "rank": 3,
      "slug": "stellantis",
      "company": "Stellantis",
      "website": "stellantis.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/stellantis",
      "rankChange": 0,
      "mentionCount": 33,
      "previousRank": 3,
      "visibilityScore": 68.8
    },
    {
      "rank": 4,
      "slug": "forvia",
      "company": "Forvia",
      "website": "forvia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/forvia",
      "rankChange": 0,
      "mentionCount": 25,
      "previousRank": 4,
      "visibilityScore": 52.1
    },
    {
      "rank": 5,
      "slug": "peugeot",
      "company": "Peugeot",
      "website": "peugeot.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/peugeot",
      "rankChange": 1,
      "mentionCount": 25,
      "previousRank": 6,
      "visibilityScore": 52.1
    },
    {
      "rank": 6,
      "slug": "citroen",
      "company": "Citroën",
      "website": "citron.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/citroen",
      "rankChange": 1,
      "mentionCount": 23,
      "previousRank": 7,
      "visibilityScore": 47.9
    },
    {
      "rank": 7,
      "slug": "ds",
      "company": "Ds",
      "website": "ds.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ds",
      "rankChange": 2,
      "mentionCount": 18,
      "previousRank": 9,
      "visibilityScore": 37.5
    },
    {
      "rank": 8,
      "slug": "plastic-omnium",
      "company": "Plastic Omnium",
      "website": "plasticomnium.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/plastic-omnium",
      "rankChange": 5,
      "mentionCount": 18,
      "previousRank": 13,
      "visibilityScore": 37.5
    },
    {
      "rank": 9,
      "slug": "faurecia",
      "company": "Faurecia",
      "website": "faurecia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/faurecia",
      "rankChange": -4,
      "mentionCount": 17,
      "previousRank": 5,
      "visibilityScore": 35.4
    },
    {
      "rank": 10,
      "slug": "opel",
      "company": "Opel",
      "website": "opel.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/opel",
      "rankChange": 1,
      "mentionCount": 13,
      "previousRank": 11,
      "visibilityScore": 27.1
    },
    {
      "rank": 11,
      "slug": "hella",
      "company": "Hella",
      "website": "hella.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/hella",
      "rankChange": -3,
      "mentionCount": 10,
      "previousRank": 8,
      "visibilityScore": 20.8
    },
    {
      "rank": 12,
      "slug": "opmobility",
      "company": "Opmobility",
      "website": "opmobility.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/opmobility",
      "rankChange": 4,
      "mentionCount": 7,
      "previousRank": 16,
      "visibilityScore": 14.6
    },
    {
      "rank": 13,
      "slug": "alstom",
      "company": "Alstom",
      "website": "alstom.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/alstom",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 14,
      "slug": "autoliv",
      "company": "Autoliv",
      "website": "autoliv.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/autoliv",
      "rankChange": -2,
      "mentionCount": 2,
      "previousRank": 12,
      "visibilityScore": 4.2
    },
    {
      "rank": 15,
      "slug": "bmw",
      "company": "BMW",
      "website": "bmw.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bmw",
      "rankChange": 9,
      "mentionCount": 2,
      "previousRank": 24,
      "visibilityScore": 4.2
    },
    {
      "rank": 16,
      "slug": "fiat",
      "company": "Fiat",
      "website": "fiat.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/fiat",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 17,
      "slug": "totalenergies",
      "company": "TotalEnergies",
      "website": "totalenergies.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/totalenergies",
      "rankChange": 18,
      "mentionCount": 2,
      "previousRank": 35,
      "visibilityScore": 4.2
    },
    {
      "rank": 18,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": -1,
      "mentionCount": 2,
      "previousRank": 17,
      "visibilityScore": 4.2
    },
    {
      "rank": 19,
      "slug": "volkswagen",
      "company": "Volkswagen",
      "website": "volkswagen.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volkswagen",
      "rankChange": -1,
      "mentionCount": 2,
      "previousRank": 18,
      "visibilityScore": 4.2
    },
    {
      "rank": 20,
      "slug": "atos",
      "company": "Atos",
      "website": "atos.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/atos",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 21,
      "slug": "audi",
      "company": "Audi",
      "website": "audi.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/audi",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 21,
      "visibilityScore": 2.1
    },
    {
      "rank": 22,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": 3,
      "mentionCount": 1,
      "previousRank": 25,
      "visibilityScore": 2.1
    },
    {
      "rank": 23,
      "slug": "continental",
      "company": "Continental",
      "website": "continental.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/continental",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 24,
      "slug": "dacia",
      "company": "Dacia",
      "website": "dacia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/dacia",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    },
    {
      "rank": 25,
      "slug": "dassault",
      "company": "Dassault",
      "website": "dassault.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/dassault",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 2.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 34,
  "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"
    ]
  }
}