{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Retail",
  "rankings": [
    {
      "rank": 1,
      "slug": "carrefour",
      "company": "Carrefour",
      "website": "carrefour.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour",
      "rankChange": 2,
      "mentionCount": 31,
      "previousRank": 3,
      "visibilityScore": 79.5
    },
    {
      "rank": 2,
      "slug": "decathlon",
      "company": "Decathlon",
      "website": "decathlon.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/decathlon",
      "rankChange": -1,
      "mentionCount": 29,
      "previousRank": 1,
      "visibilityScore": 74.4
    },
    {
      "rank": 3,
      "slug": "leroy-merlin",
      "company": "Leroy Merlin",
      "website": "leroymerlin.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/leroy-merlin",
      "rankChange": -1,
      "mentionCount": 22,
      "previousRank": 2,
      "visibilityScore": 56.4
    },
    {
      "rank": 4,
      "slug": "fnac-darty",
      "company": "Fnac Darty",
      "website": "fnacdarty.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/fnac-darty",
      "rankChange": 11,
      "mentionCount": 20,
      "previousRank": 15,
      "visibilityScore": 51.3
    },
    {
      "rank": 5,
      "slug": "sephora",
      "company": "Sephora",
      "website": "sephora.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/sephora",
      "rankChange": 4,
      "mentionCount": 16,
      "previousRank": 9,
      "visibilityScore": 41
    },
    {
      "rank": 6,
      "slug": "auchan",
      "company": "Auchan",
      "website": "auchan.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/auchan",
      "rankChange": null,
      "mentionCount": 14,
      "previousRank": null,
      "visibilityScore": 35.9
    },
    {
      "rank": 7,
      "slug": "intermarche",
      "company": "Intermarché",
      "website": "intermarche.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/intermarche",
      "rankChange": null,
      "mentionCount": 13,
      "previousRank": null,
      "visibilityScore": 33.3
    },
    {
      "rank": 8,
      "slug": "monoprix",
      "company": "Monoprix",
      "website": "monoprix.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/monoprix",
      "rankChange": 26,
      "mentionCount": 12,
      "previousRank": 34,
      "visibilityScore": 30.8
    },
    {
      "rank": 9,
      "slug": "lvmh",
      "company": "LVMH",
      "website": "lvmh.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lvmh",
      "rankChange": -4,
      "mentionCount": 11,
      "previousRank": 5,
      "visibilityScore": 28.2
    },
    {
      "rank": 10,
      "slug": "auchan-retail",
      "company": "Auchan Retail",
      "website": "auchanretail.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/auchan-retail",
      "rankChange": 6,
      "mentionCount": 8,
      "previousRank": 16,
      "visibilityScore": 20.5
    },
    {
      "rank": 11,
      "slug": "galeries-lafayette",
      "company": "Galeries Lafayette",
      "website": "galerieslafayette.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/galeries-lafayette",
      "rankChange": 7,
      "mentionCount": 8,
      "previousRank": 18,
      "visibilityScore": 20.5
    },
    {
      "rank": 12,
      "slug": "lidl",
      "company": "Lidl",
      "website": "lidl.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lidl",
      "rankChange": 0,
      "mentionCount": 8,
      "previousRank": 12,
      "visibilityScore": 20.5
    },
    {
      "rank": 13,
      "slug": "louis-vuitton",
      "company": "Louis Vuitton",
      "website": "louisvuitton.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/louis-vuitton",
      "rankChange": 7,
      "mentionCount": 8,
      "previousRank": 20,
      "visibilityScore": 20.5
    },
    {
      "rank": 14,
      "slug": "kering",
      "company": "Kering",
      "website": "kering.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/kering",
      "rankChange": 16,
      "mentionCount": 7,
      "previousRank": 30,
      "visibilityScore": 17.9
    },
    {
      "rank": 15,
      "slug": "leclerc",
      "company": "Leclerc",
      "website": "leclerc.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/leclerc",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 16,
      "slug": "printemps",
      "company": "Printemps",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/printemps",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 17,
      "slug": "zalando",
      "company": "Zalando",
      "website": "zalando.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/zalando",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 18,
      "slug": "dior",
      "company": "Dior",
      "website": "dior.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/dior",
      "rankChange": -1,
      "mentionCount": 4,
      "previousRank": 17,
      "visibilityScore": 10.3
    },
    {
      "rank": 19,
      "slug": "gucci",
      "company": "Gucci",
      "website": "gucci.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/gucci",
      "rankChange": 10,
      "mentionCount": 4,
      "previousRank": 29,
      "visibilityScore": 10.3
    },
    {
      "rank": 20,
      "slug": "ikea",
      "company": "IKEA",
      "website": "ikea.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/ikea",
      "rankChange": -12,
      "mentionCount": 4,
      "previousRank": 8,
      "visibilityScore": 10.3
    },
    {
      "rank": 21,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": -17,
      "mentionCount": 4,
      "previousRank": 4,
      "visibilityScore": 10.3
    },
    {
      "rank": 22,
      "slug": "saint-laurent",
      "company": "Saint Laurent",
      "website": "saintlaurent.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/saint-laurent",
      "rankChange": 18,
      "mentionCount": 4,
      "previousRank": 40,
      "visibilityScore": 10.3
    },
    {
      "rank": 23,
      "slug": "balenciaga",
      "company": "Balenciaga",
      "website": "balenciaga.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/balenciaga",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "carrefour-market",
      "company": "Carrefour Market",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour-market",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "hermes",
      "company": "Hermès",
      "website": "hermes.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/hermes",
      "rankChange": -18,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 64,
  "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"
    ]
  }
}