{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "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": 19,
      "previousRank": 1,
      "visibilityScore": 59.4
    },
    {
      "rank": 2,
      "slug": "carrefour",
      "company": "Carrefour",
      "website": "carrefour.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/carrefour",
      "rankChange": 3,
      "mentionCount": 15,
      "previousRank": 5,
      "visibilityScore": 46.9
    },
    {
      "rank": 3,
      "slug": "grupo-boticario",
      "company": "Grupo Boticário",
      "website": "grupoboticrio.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-boticario",
      "rankChange": -1,
      "mentionCount": 15,
      "previousRank": 2,
      "visibilityScore": 46.9
    },
    {
      "rank": 4,
      "slug": "natura-and-co",
      "company": "Natura & Co",
      "website": "naturaandco.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/natura-and-co",
      "rankChange": 0,
      "mentionCount": 11,
      "previousRank": 4,
      "visibilityScore": 34.4
    },
    {
      "rank": 5,
      "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": 9,
      "mentionCount": 10,
      "previousRank": 14,
      "visibilityScore": 31.3
    },
    {
      "rank": 6,
      "slug": "mercado-livre",
      "company": "Mercado Livre",
      "website": "mercadolivre.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/mercado-livre",
      "rankChange": 0,
      "mentionCount": 9,
      "previousRank": 6,
      "visibilityScore": 28.1
    },
    {
      "rank": 7,
      "slug": "lojas-renner",
      "company": "Lojas Renner",
      "website": "lojasrenner.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/lojas-renner",
      "rankChange": -4,
      "mentionCount": 8,
      "previousRank": 3,
      "visibilityScore": 25
    },
    {
      "rank": 8,
      "slug": "magalu",
      "company": "Magalu",
      "website": "magalu.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/magalu",
      "rankChange": 11,
      "mentionCount": 5,
      "previousRank": 19,
      "visibilityScore": 15.6
    },
    {
      "rank": 9,
      "slug": "natura",
      "company": "Natura",
      "website": "natura.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/natura",
      "rankChange": -2,
      "mentionCount": 5,
      "previousRank": 7,
      "visibilityScore": 15.6
    },
    {
      "rank": 10,
      "slug": "apple",
      "company": "Apple",
      "website": "apple.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/apple",
      "rankChange": -2,
      "mentionCount": 3,
      "previousRank": 8,
      "visibilityScore": 9.4
    },
    {
      "rank": 11,
      "slug": "assai-atacadista",
      "company": "Assaí Atacadista",
      "website": "assaatacadista.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/assai-atacadista",
      "rankChange": -2,
      "mentionCount": 3,
      "previousRank": 9,
      "visibilityScore": 9.4
    },
    {
      "rank": 12,
      "slug": "decathlon",
      "company": "Decathlon",
      "website": "decathlon.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/decathlon",
      "rankChange": -2,
      "mentionCount": 3,
      "previousRank": 10,
      "visibilityScore": 9.4
    },
    {
      "rank": 13,
      "slug": "mercado-libre",
      "company": "Mercado Libre",
      "website": "mercadolibre.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/mercado-libre",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 9.4
    },
    {
      "rank": 14,
      "slug": "riachuelo",
      "company": "Riachuelo",
      "website": "riachuelo.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/riachuelo",
      "rankChange": 18,
      "mentionCount": 3,
      "previousRank": 32,
      "visibilityScore": 9.4
    },
    {
      "rank": 15,
      "slug": "ambev",
      "company": "Ambev",
      "website": "ambev.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/ambev",
      "rankChange": 1,
      "mentionCount": 2,
      "previousRank": 16,
      "visibilityScore": 6.3
    },
    {
      "rank": 16,
      "slug": "atacadao",
      "company": "Atacadão",
      "website": "atacado.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/atacadao",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 17,
      "slug": "avon",
      "company": "Avon",
      "website": "avon.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/avon",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 18,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "website": "coca-cola.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/coca-cola",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 19,
      "slug": "gazin",
      "company": "Gazin",
      "website": "gazin.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/gazin",
      "rankChange": -8,
      "mentionCount": 2,
      "previousRank": 11,
      "visibilityScore": 6.3
    },
    {
      "rank": 20,
      "slug": "ifood",
      "company": "Ifood",
      "website": "ifood.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/ifood",
      "rankChange": -2,
      "mentionCount": 2,
      "previousRank": 18,
      "visibilityScore": 6.3
    },
    {
      "rank": 21,
      "slug": "itau",
      "company": "Itaú",
      "website": "ita.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/itau",
      "rankChange": 5,
      "mentionCount": 2,
      "previousRank": 26,
      "visibilityScore": 6.3
    },
    {
      "rank": 22,
      "slug": "shopee",
      "company": "Shopee",
      "website": "shopee.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/shopee",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 23,
      "slug": "adyen",
      "company": "Adyen",
      "website": "adyen.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/adyen",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    },
    {
      "rank": 24,
      "slug": "arcos-dorados",
      "company": "Arcos Dorados",
      "website": "arcosdorados.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/arcos-dorados",
      "rankChange": -11,
      "mentionCount": 1,
      "previousRank": 13,
      "visibilityScore": 3.1
    },
    {
      "rank": 25,
      "slug": "cargill",
      "company": "Cargill",
      "website": "cargill.com",
      "industry": "Retail",
      "profileUrl": "https://employers.perceptionx.ai/company/cargill",
      "rankChange": null,
      "mentionCount": 1,
      "previousRank": null,
      "visibilityScore": 3.1
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-04",
  "totalCompanies": 44,
  "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"
    ]
  }
}