{
  "industry": "Fintech",
  "country": "AE",
  "month": "2026-09",
  "lastUpdated": "2026-09-20",
  "totalCompanies": 141,
  "topCompanies": [
    {
      "rank": 1,
      "company": "PayTabs",
      "score": 51.3,
      "slug": "paytabs"
    },
    {
      "rank": 2,
      "company": "Tabby",
      "score": 46.2,
      "slug": "tabby"
    },
    {
      "rank": 3,
      "company": "Emirates NBD",
      "score": 41,
      "slug": "emirates-nbd"
    },
    {
      "rank": 4,
      "company": "Mashreq",
      "score": 35.9,
      "slug": "mashreq"
    },
    {
      "rank": 5,
      "company": "YAP",
      "score": 30.8,
      "slug": "yap"
    },
    {
      "rank": 6,
      "company": "Stripe",
      "score": 25.6,
      "slug": "stripe"
    },
    {
      "rank": 7,
      "company": "Beehive",
      "score": 20.5,
      "slug": "beehive"
    },
    {
      "rank": 8,
      "company": "Sarwa",
      "score": 20.5,
      "slug": "sarwa"
    },
    {
      "rank": 9,
      "company": "Wio Bank",
      "score": 20.5,
      "slug": "wio-bank"
    },
    {
      "rank": 10,
      "company": "Mastercard",
      "score": 17.9,
      "slug": "mastercard"
    }
  ],
  "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"
    ]
  }
}