{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Brazil",
  "industry": "Retail",
  "rankings": [
    {
      "rank": 1,
      "slug": "magazine-luiza",
      "company": "Magazine Luiza",
      "website": "magazineluiza.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/magazine-luiza",
      "rankChange": 0,
      "mentionCount": 37,
      "previousRank": 1,
      "visibilityScore": 94.9
    },
    {
      "rank": 2,
      "slug": "c-and-a",
      "company": "C & A",
      "website": "canda.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/c-and-a",
      "rankChange": 15,
      "mentionCount": 16,
      "previousRank": 17,
      "visibilityScore": 41
    },
    {
      "rank": 3,
      "slug": "carrefour",
      "company": "Carrefour",
      "website": "carrefour.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour",
      "rankChange": 2,
      "mentionCount": 16,
      "previousRank": 5,
      "visibilityScore": 41
    },
    {
      "rank": 4,
      "slug": "grupo-pao-de-acucar",
      "company": "Grupo Pão de Açúcar",
      "website": "grupopodeaccar.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-pao-de-acucar",
      "rankChange": 10,
      "mentionCount": 12,
      "previousRank": 14,
      "visibilityScore": 30.8
    },
    {
      "rank": 5,
      "slug": "lojas-americanas",
      "company": "Lojas Americanas",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lojas-americanas",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 30.8
    },
    {
      "rank": 6,
      "slug": "gpa",
      "company": "Gpa",
      "website": "gpa.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/gpa",
      "rankChange": 6,
      "mentionCount": 11,
      "previousRank": 12,
      "visibilityScore": 28.2
    },
    {
      "rank": 7,
      "slug": "lojas-renner",
      "company": "Lojas Renner",
      "website": "lojasrenner.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lojas-renner",
      "rankChange": -4,
      "mentionCount": 10,
      "previousRank": 3,
      "visibilityScore": 25.6
    },
    {
      "rank": 8,
      "slug": "mercado-livre",
      "company": "Mercado Livre",
      "website": "mercadolivre.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/mercado-livre",
      "rankChange": -2,
      "mentionCount": 10,
      "previousRank": 6,
      "visibilityScore": 25.6
    },
    {
      "rank": 9,
      "slug": "natura",
      "company": "Natura",
      "website": "natura.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/natura",
      "rankChange": -2,
      "mentionCount": 10,
      "previousRank": 7,
      "visibilityScore": 25.6
    },
    {
      "rank": 10,
      "slug": "casas-bahia",
      "company": "Casas Bahia",
      "website": "casasbahia.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/casas-bahia",
      "rankChange": 8,
      "mentionCount": 9,
      "previousRank": 18,
      "visibilityScore": 23.1
    },
    {
      "rank": 11,
      "slug": "riachuelo",
      "company": "Riachuelo",
      "website": "riachuelo.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/riachuelo",
      "rankChange": 25,
      "mentionCount": 9,
      "previousRank": 36,
      "visibilityScore": 23.1
    },
    {
      "rank": 12,
      "slug": "americanas-sa",
      "company": "Americanas S.A.",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/americanas-sa",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 13,
      "slug": "renner",
      "company": "Renner",
      "website": "renner.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/renner",
      "rankChange": null,
      "mentionCount": 8,
      "previousRank": null,
      "visibilityScore": 20.5
    },
    {
      "rank": 14,
      "slug": "assai",
      "company": "Assaí",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/assai",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 15,
      "slug": "assai-atacadista",
      "company": "Assaí Atacadista",
      "website": "assaatacadista.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/assai-atacadista",
      "rankChange": -6,
      "mentionCount": 7,
      "previousRank": 9,
      "visibilityScore": 17.9
    },
    {
      "rank": 16,
      "slug": "grupo-casas-bahia",
      "company": "Grupo Casas Bahia",
      "website": "grupocasasbahia.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-casas-bahia",
      "rankChange": 10,
      "mentionCount": 7,
      "previousRank": 26,
      "visibilityScore": 17.9
    },
    {
      "rank": 17,
      "slug": "magalu",
      "company": "Magalu",
      "website": "magalu.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/magalu",
      "rankChange": 3,
      "mentionCount": 7,
      "previousRank": 20,
      "visibilityScore": 17.9
    },
    {
      "rank": 18,
      "slug": "avon",
      "company": "Avon",
      "website": "avon.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/avon",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 19,
      "slug": "gazin",
      "company": "Gazin",
      "website": "gazin.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/gazin",
      "rankChange": -8,
      "mentionCount": 6,
      "previousRank": 11,
      "visibilityScore": 15.4
    },
    {
      "rank": 20,
      "slug": "grupo-boticario",
      "company": "Grupo Boticário",
      "website": "grupoboticrio.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-boticario",
      "rankChange": -18,
      "mentionCount": 6,
      "previousRank": 2,
      "visibilityScore": 15.4
    },
    {
      "rank": 21,
      "slug": "leroy-merlin",
      "company": "Leroy Merlin",
      "website": "leroymerlin.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/leroy-merlin",
      "rankChange": -6,
      "mentionCount": 6,
      "previousRank": 15,
      "visibilityScore": 15.4
    },
    {
      "rank": 22,
      "slug": "b2w",
      "company": "B2w",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/b2w",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 23,
      "slug": "mcdonalds",
      "company": "McDonald's",
      "website": "mcdonalds.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/mcdonalds",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 24,
      "slug": "b2w-digital",
      "company": "B2w Digital",
      "website": null,
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/b2w-digital",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 25,
      "slug": "grupo-dpsp",
      "company": "Grupo Dpsp",
      "website": "grupodpsp.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-dpsp",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 81,
  "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"
    ]
  }
}