{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-04",
  "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": 37,
      "previousRank": 1,
      "visibilityScore": 94.9
    },
    {
      "rank": 2,
      "slug": "valeo",
      "company": "Valeo",
      "website": "valeo.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/valeo",
      "rankChange": 0,
      "mentionCount": 33,
      "previousRank": 2,
      "visibilityScore": 84.6
    },
    {
      "rank": 3,
      "slug": "stellantis",
      "company": "Stellantis",
      "website": "stellantis.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/stellantis",
      "rankChange": 0,
      "mentionCount": 32,
      "previousRank": 3,
      "visibilityScore": 82.1
    },
    {
      "rank": 4,
      "slug": "forvia",
      "company": "Forvia",
      "website": "forvia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/forvia",
      "rankChange": 0,
      "mentionCount": 18,
      "previousRank": 4,
      "visibilityScore": 46.2
    },
    {
      "rank": 5,
      "slug": "faurecia",
      "company": "Faurecia",
      "website": "faurecia.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/faurecia",
      "rankChange": 0,
      "mentionCount": 17,
      "previousRank": 5,
      "visibilityScore": 43.6
    },
    {
      "rank": 6,
      "slug": "peugeot",
      "company": "Peugeot",
      "website": "peugeot.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/peugeot",
      "rankChange": 0,
      "mentionCount": 14,
      "previousRank": 6,
      "visibilityScore": 35.9
    },
    {
      "rank": 7,
      "slug": "citroen",
      "company": "Citroën",
      "website": "citron.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/citroen",
      "rankChange": 0,
      "mentionCount": 12,
      "previousRank": 7,
      "visibilityScore": 30.8
    },
    {
      "rank": 8,
      "slug": "hella",
      "company": "Hella",
      "website": "hella.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/hella",
      "rankChange": 0,
      "mentionCount": 9,
      "previousRank": 8,
      "visibilityScore": 23.1
    },
    {
      "rank": 9,
      "slug": "ds",
      "company": "Ds",
      "website": "ds.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ds",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 9,
      "visibilityScore": 17.9
    },
    {
      "rank": 10,
      "slug": "ds-automobiles",
      "company": "Ds Automobiles",
      "website": "dsautomobiles.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/ds-automobiles",
      "rankChange": 0,
      "mentionCount": 6,
      "previousRank": 10,
      "visibilityScore": 15.4
    },
    {
      "rank": 11,
      "slug": "opel",
      "company": "Opel",
      "website": "opel.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/opel",
      "rankChange": 0,
      "mentionCount": 5,
      "previousRank": 11,
      "visibilityScore": 12.8
    },
    {
      "rank": 12,
      "slug": "autoliv",
      "company": "Autoliv",
      "website": "autoliv.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/autoliv",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 12,
      "visibilityScore": 10.3
    },
    {
      "rank": 13,
      "slug": "plastic-omnium",
      "company": "Plastic Omnium",
      "website": "plasticomnium.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/plastic-omnium",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 13,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "psa",
      "company": "Psa",
      "website": "psa.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/psa",
      "rankChange": 0,
      "mentionCount": 4,
      "previousRank": 14,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "marquardt",
      "company": "Marquardt",
      "website": null,
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/marquardt",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 15,
      "visibilityScore": 5.1
    },
    {
      "rank": 16,
      "slug": "mercedes-benz",
      "company": "Mercedes-Benz",
      "website": "mercedesbenz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/mercedes-benz",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 16,
      "visibilityScore": 5.1
    },
    {
      "rank": 17,
      "slug": "opmobility",
      "company": "Opmobility",
      "website": "opmobility.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/opmobility",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 17,
      "visibilityScore": 5.1
    },
    {
      "rank": 18,
      "slug": "toyota",
      "company": "Toyota",
      "website": "toyota.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/toyota",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 18,
      "visibilityScore": 5.1
    },
    {
      "rank": 19,
      "slug": "volkswagen",
      "company": "Volkswagen",
      "website": "volkswagen.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/volkswagen",
      "rankChange": 0,
      "mentionCount": 2,
      "previousRank": 19,
      "visibilityScore": 5.1
    },
    {
      "rank": 20,
      "slug": "allianz",
      "company": "Allianz",
      "website": "allianz.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/allianz",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 20,
      "visibilityScore": 2.6
    },
    {
      "rank": 21,
      "slug": "arkema",
      "company": "Arkema",
      "website": "arkema.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/arkema",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 21,
      "visibilityScore": 2.6
    },
    {
      "rank": 22,
      "slug": "audi",
      "company": "Audi",
      "website": "audi.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/audi",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 22,
      "visibilityScore": 2.6
    },
    {
      "rank": 23,
      "slug": "auto1",
      "company": "Auto1",
      "website": "auto1.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/auto1",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 23,
      "visibilityScore": 2.6
    },
    {
      "rank": 24,
      "slug": "axa",
      "company": "AXA",
      "website": "axa.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/axa",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 24,
      "visibilityScore": 2.6
    },
    {
      "rank": 25,
      "slug": "basf",
      "company": "Basf",
      "website": "basf.com",
      "industry": "Automotive",
      "profileUrl": "https://employers.perceptionx.ai/company/basf",
      "rankChange": 0,
      "mentionCount": 1,
      "previousRank": 25,
      "visibilityScore": 2.6
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 41,
  "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"
    ]
  }
}