{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "France",
  "industry": "Finance",
  "rankings": [
    {
      "rank": 1,
      "slug": "bnp-paribas",
      "company": "BNP Paribas",
      "website": "bnpparibas.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bnp-paribas",
      "rankChange": 1,
      "mentionCount": 34,
      "previousRank": 2,
      "visibilityScore": 87.2
    },
    {
      "rank": 2,
      "slug": "societe-generale",
      "company": "Société Générale",
      "website": "societegenerale.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/societe-generale",
      "rankChange": 1,
      "mentionCount": 31,
      "previousRank": 3,
      "visibilityScore": 79.5
    },
    {
      "rank": 3,
      "slug": "credit-agricole",
      "company": "Crédit Agricole",
      "website": "creditagricole.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/credit-agricole",
      "rankChange": 11,
      "mentionCount": 28,
      "previousRank": 14,
      "visibilityScore": 71.8
    },
    {
      "rank": 4,
      "slug": "amundi",
      "company": "Amundi",
      "website": "amundi.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/amundi",
      "rankChange": -3,
      "mentionCount": 19,
      "previousRank": 1,
      "visibilityScore": 48.7
    },
    {
      "rank": 5,
      "slug": "natixis",
      "company": "Natixis",
      "website": "natixis.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/natixis",
      "rankChange": null,
      "mentionCount": 16,
      "previousRank": null,
      "visibilityScore": 41
    },
    {
      "rank": 6,
      "slug": "axa",
      "company": "AXA",
      "website": "axa.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/axa",
      "rankChange": -1,
      "mentionCount": 13,
      "previousRank": 5,
      "visibilityScore": 33.3
    },
    {
      "rank": 7,
      "slug": "allianz",
      "company": "Allianz",
      "website": "allianz.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/allianz",
      "rankChange": null,
      "mentionCount": 10,
      "previousRank": null,
      "visibilityScore": 25.6
    },
    {
      "rank": 8,
      "slug": "credit-mutuel-alliance-federale",
      "company": "Crédit Mutuel Alliance Fédérale",
      "website": "creditmutuelalliancefederale.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/credit-mutuel-alliance-federale",
      "rankChange": null,
      "mentionCount": 10,
      "previousRank": null,
      "visibilityScore": 25.6
    },
    {
      "rank": 9,
      "slug": "goldman-sachs",
      "company": "Goldman Sachs",
      "website": "goldmansachs.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/goldman-sachs",
      "rankChange": -3,
      "mentionCount": 8,
      "previousRank": 6,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "la-banque-postale",
      "company": "La Banque Postale",
      "website": "labanquepostale.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/la-banque-postale",
      "rankChange": 9,
      "mentionCount": 8,
      "previousRank": 19,
      "visibilityScore": 20.5
    },
    {
      "rank": 11,
      "slug": "jpmorganchase",
      "company": "JPMorganChase",
      "website": "jpmorgan.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/jpmorganchase",
      "rankChange": -4,
      "mentionCount": 7,
      "previousRank": 7,
      "visibilityScore": 17.9
    },
    {
      "rank": 12,
      "slug": "axa-investment-managers",
      "company": "Axa Investment Managers",
      "website": "axainvestmentmanagers.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/axa-investment-managers",
      "rankChange": -2,
      "mentionCount": 6,
      "previousRank": 10,
      "visibilityScore": 15.4
    },
    {
      "rank": 13,
      "slug": "bpce",
      "company": "Bpce",
      "website": "bpce.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bpce",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 14,
      "slug": "natixis-investment-managers",
      "company": "Natixis Investment Managers",
      "website": "natixisinvestmentmanagers.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/natixis-investment-managers",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 15,
      "slug": "barclays",
      "company": "Barclays",
      "website": "barclays.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/barclays",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 16,
      "slug": "hsbc",
      "company": "HSBC",
      "website": "hsbc.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/hsbc",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 10.3
    },
    {
      "rank": 17,
      "slug": "alan",
      "company": "Alan",
      "website": "alan.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/alan",
      "rankChange": -8,
      "mentionCount": 3,
      "previousRank": 9,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "bain-and-company",
      "company": "Bain & Company",
      "website": "bain.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/bain-and-company",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "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": 20,
      "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": 21,
      "slug": "credit-agricole-cib",
      "company": "Crédit Agricole Cib",
      "website": "creditagricolecib.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/credit-agricole-cib",
      "rankChange": -6,
      "mentionCount": 3,
      "previousRank": 15,
      "visibilityScore": 7.7
    },
    {
      "rank": 22,
      "slug": "generali",
      "company": "Generali",
      "website": "generali.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/generali",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "lazard",
      "company": "Lazard",
      "website": "lazard.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/lazard",
      "rankChange": -3,
      "mentionCount": 3,
      "previousRank": 20,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "lazard-france",
      "company": "Lazard France",
      "website": null,
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/lazard-france",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "mckinsey",
      "company": "McKinsey",
      "website": "mckinsey.com",
      "industry": "Finance",
      "profileUrl": "https://employers.perceptionx.ai/company/mckinsey",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 85,
  "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"
    ]
  }
}