{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "Brazil",
  "industry": "FMCG",
  "rankings": [
    {
      "rank": 1,
      "slug": "nestle",
      "company": "Nestlé",
      "website": "nestle.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/nestle",
      "rankChange": 3,
      "mentionCount": 42,
      "previousRank": 4,
      "visibilityScore": 87.5
    },
    {
      "rank": 2,
      "slug": "unilever",
      "company": "Unilever",
      "website": "unilever.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/unilever",
      "rankChange": 3,
      "mentionCount": 36,
      "previousRank": 5,
      "visibilityScore": 75
    },
    {
      "rank": 3,
      "slug": "ambev",
      "company": "Ambev",
      "website": "ambev.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/ambev",
      "rankChange": -2,
      "mentionCount": 34,
      "previousRank": 1,
      "visibilityScore": 70.8
    },
    {
      "rank": 4,
      "slug": "natura-and-co",
      "company": "Natura & Co",
      "website": "naturaandco.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/natura-and-co",
      "rankChange": -1,
      "mentionCount": 24,
      "previousRank": 3,
      "visibilityScore": 50
    },
    {
      "rank": 5,
      "slug": "coca-cola",
      "company": "Coca-Cola",
      "website": "coca-cola.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/coca-cola",
      "rankChange": null,
      "mentionCount": 17,
      "previousRank": null,
      "visibilityScore": 35.4
    },
    {
      "rank": 6,
      "slug": "procter-and-gamble",
      "company": "Procter & Gamble",
      "website": "pg.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/procter-and-gamble",
      "rankChange": 4,
      "mentionCount": 17,
      "previousRank": 10,
      "visibilityScore": 35.4
    },
    {
      "rank": 7,
      "slug": "grupo-boticario",
      "company": "Grupo Boticário",
      "website": "grupoboticrio.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/grupo-boticario",
      "rankChange": -5,
      "mentionCount": 14,
      "previousRank": 2,
      "visibilityScore": 29.2
    },
    {
      "rank": 8,
      "slug": "brf",
      "company": "BRF",
      "website": "brf.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/brf",
      "rankChange": 0,
      "mentionCount": 13,
      "previousRank": 8,
      "visibilityScore": 27.1
    },
    {
      "rank": 9,
      "slug": "natura",
      "company": "Natura",
      "website": "natura.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/natura",
      "rankChange": 0,
      "mentionCount": 13,
      "previousRank": 9,
      "visibilityScore": 27.1
    },
    {
      "rank": 10,
      "slug": "mondelez",
      "company": "Mondelez",
      "website": "mondelez.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mondelez",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 25
    },
    {
      "rank": 11,
      "slug": "pepsico",
      "company": "PepsiCo",
      "website": "pepsico.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/pepsico",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 25
    },
    {
      "rank": 12,
      "slug": "mondelez",
      "company": "Mondelēz",
      "website": "mondelezinternational.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/mondelez",
      "rankChange": null,
      "mentionCount": 11,
      "previousRank": null,
      "visibilityScore": 22.9
    },
    {
      "rank": 13,
      "slug": "jbs",
      "company": "Jbs",
      "website": "jbs.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/jbs",
      "rankChange": null,
      "mentionCount": 9,
      "previousRank": null,
      "visibilityScore": 18.8
    },
    {
      "rank": 14,
      "slug": "heineken",
      "company": "Heineken",
      "website": "heineken.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/heineken",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 14.6
    },
    {
      "rank": 15,
      "slug": "loreal",
      "company": "L'Oréal",
      "website": "loreal.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/loreal",
      "rankChange": 0,
      "mentionCount": 7,
      "previousRank": 15,
      "visibilityScore": 14.6
    },
    {
      "rank": 16,
      "slug": "o-boticario",
      "company": "O Boticário",
      "website": "oboticrio.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/o-boticario",
      "rankChange": null,
      "mentionCount": 7,
      "previousRank": null,
      "visibilityScore": 14.6
    },
    {
      "rank": 17,
      "slug": "sadia",
      "company": "Sadia",
      "website": "sadia.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/sadia",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 12.5
    },
    {
      "rank": 18,
      "slug": "avon",
      "company": "Avon",
      "website": "avon.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/avon",
      "rankChange": -11,
      "mentionCount": 5,
      "previousRank": 7,
      "visibilityScore": 10.4
    },
    {
      "rank": 19,
      "slug": "perdigao",
      "company": "Perdigão",
      "website": "perdigo.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/perdigao",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 10.4
    },
    {
      "rank": 20,
      "slug": "ab-inbev",
      "company": "Ab InBev",
      "website": "abinbev.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/ab-inbev",
      "rankChange": -14,
      "mentionCount": 4,
      "previousRank": 6,
      "visibilityScore": 8.3
    },
    {
      "rank": 21,
      "slug": "danone-brazil",
      "company": "Danone Brazil",
      "website": null,
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/danone-brazil",
      "rankChange": -7,
      "mentionCount": 4,
      "previousRank": 14,
      "visibilityScore": 8.3
    },
    {
      "rank": 22,
      "slug": "m-dias-branco",
      "company": "M. Dias Branco",
      "website": "mdiasbranco.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/m-dias-branco",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 8.3
    },
    {
      "rank": 23,
      "slug": "braskem",
      "company": "Braskem",
      "website": "braskem.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/braskem",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 24,
      "slug": "general-mills",
      "company": "General Mills",
      "website": "generalmills.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/general-mills",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 25,
      "slug": "haleon",
      "company": "Haleon",
      "website": "haleon.com",
      "industry": "FMCG",
      "profileUrl": "https://employers.perceptionx.ai/company/haleon",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-03",
  "totalCompanies": 51,
  "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"
    ]
  }
}