{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "Brazil",
  "industry": "Finance",
  "rankings": [
    {
      "rank": 1,
      "slug": "itau",
      "company": "Itaú",
      "website": "ita.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/itau",
      "rankChange": 3,
      "mentionCount": 31,
      "previousRank": 4,
      "visibilityScore": 79.5
    },
    {
      "rank": 2,
      "slug": "bradesco",
      "company": "Bradesco",
      "website": "bradesco.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bradesco",
      "rankChange": 0,
      "mentionCount": 28,
      "previousRank": 2,
      "visibilityScore": 71.8
    },
    {
      "rank": 3,
      "slug": "santander",
      "company": "Santander",
      "website": "santander.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/santander",
      "rankChange": null,
      "mentionCount": 28,
      "previousRank": null,
      "visibilityScore": 71.8
    },
    {
      "rank": 4,
      "slug": "nubank",
      "company": "Nubank",
      "website": "nubank.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/nubank",
      "rankChange": 1,
      "mentionCount": 26,
      "previousRank": 5,
      "visibilityScore": 66.7
    },
    {
      "rank": 5,
      "slug": "banco-do",
      "company": "Banco Do",
      "website": "bancodo.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/banco-do",
      "rankChange": -4,
      "mentionCount": 21,
      "previousRank": 1,
      "visibilityScore": 53.8
    },
    {
      "rank": 6,
      "slug": "xp",
      "company": "Xp",
      "website": "xp.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/xp",
      "rankChange": null,
      "mentionCount": 21,
      "previousRank": null,
      "visibilityScore": 53.8
    },
    {
      "rank": 7,
      "slug": "btg-pactual",
      "company": "Btg Pactual",
      "website": "btgpactual.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/btg-pactual",
      "rankChange": -4,
      "mentionCount": 18,
      "previousRank": 3,
      "visibilityScore": 46.2
    },
    {
      "rank": 8,
      "slug": "goldman-sachs",
      "company": "Goldman Sachs",
      "website": "goldmansachs.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/goldman-sachs",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 17.9
    },
    {
      "rank": 9,
      "slug": "b3",
      "company": "B3",
      "website": "b3.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/b3",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 10,
      "slug": "caixa-economica-federal",
      "company": "Caixa Econômica Federal",
      "website": "caixaeconmicafederal.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/caixa-economica-federal",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 11,
      "slug": "creditas",
      "company": "Creditas",
      "website": "creditas.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/creditas",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 12,
      "slug": "inter",
      "company": "Inter",
      "website": "inter.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/inter",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 13,
      "slug": "jpmorganchase",
      "company": "JPMorganChase",
      "website": "jpmorgan.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/jpmorganchase",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 14,
      "slug": "stoneco",
      "company": "Stoneco",
      "website": "stoneco.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/stoneco",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "banco-inter",
      "company": "Banco Inter",
      "website": "bancointer.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/banco-inter",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 16,
      "slug": "bank-of-america",
      "company": "Bank of America",
      "website": "bankofamerica.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bank-of-america",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 17,
      "slug": "citi",
      "company": "Citi",
      "website": "citi.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/citi",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "pagseguro",
      "company": "Pagseguro",
      "website": "pagseguro.uol.com.br",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/pagseguro",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "santander-financiamentos",
      "company": "Santander Financiamentos",
      "website": null,
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/santander-financiamentos",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "sicredi",
      "company": "Sicredi",
      "website": "sicredi.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/sicredi",
      "rankChange": -14,
      "mentionCount": 3,
      "previousRank": 6,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "xp-investimentos",
      "company": "Xp Investimentos",
      "website": "xpinvestimentos.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/xp-investimentos",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "banco-btg-pactual",
      "company": "Banco Btg Pactual",
      "website": "bancobtgpactual.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/banco-btg-pactual",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "banco-bv",
      "company": "Banco Bv",
      "website": "bancobv.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/banco-bv",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "banco-safra",
      "company": "Banco Safra",
      "website": "bancosafra.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/banco-safra",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "bndes",
      "company": "Bndes",
      "website": "bndes.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bndes",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 76,
  "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"
    ]
  }
}