{
  "as_of": "2026-11-15",
  "bands": [
    {
      "median": 29.98,
      "p25": 20.7,
      "p75": 46.54,
      "sample_count": 171,
      "sector": "Technology"
    },
    {
      "median": 28.2,
      "p25": 20.25,
      "p75": 44.12,
      "sample_count": 128,
      "sector": "Healthcare"
    },
    {
      "median": 21.63,
      "p25": 16.85,
      "p75": 30.29,
      "sample_count": 110,
      "sector": "Consumer Defensive"
    },
    {
      "median": 21.58,
      "p25": 14.64,
      "p75": 30.04,
      "sample_count": 327,
      "sector": "Industrials"
    },
    {
      "median": 20.48,
      "p25": 14.47,
      "p75": 32.88,
      "sample_count": 71,
      "sector": "Communication Services"
    },
    {
      "median": 20.32,
      "p25": 13.72,
      "p75": 31.25,
      "sample_count": 164,
      "sector": "Consumer Cyclical"
    },
    {
      "median": 19.32,
      "p25": 13.94,
      "p75": 23.92,
      "sample_count": 85,
      "sector": "Utilities"
    },
    {
      "median": 17.71,
      "p25": 10.92,
      "p75": 22.67,
      "sample_count": 89,
      "sector": "Real Estate"
    },
    {
      "median": 16.82,
      "p25": 12.67,
      "p75": 23.35,
      "sample_count": 119,
      "sector": "Basic Materials"
    },
    {
      "median": 15.31,
      "p25": 11.79,
      "p75": 20.51,
      "sample_count": 269,
      "sector": "Financial Services"
    },
    {
      "median": 13.72,
      "p25": 8.68,
      "p75": 20.79,
      "sample_count": 75,
      "sector": "Energy"
    }
  ],
  "examples": [
    {
      "name": "Apple Inc.",
      "percentile": 65,
      "sector": "Technology",
      "sector_median": 29.98,
      "stock_slug": "apple-inc",
      "ticker": "AAPL",
      "value": 39.43516848012106
    },
    {
      "name": "Alphabet Inc Class A",
      "percentile": 29,
      "sector": "Communication Services",
      "sector_median": 20.48,
      "stock_slug": "alphabet-inc-googl",
      "ticker": "GOOGL",
      "value": 15.520477228949398
    },
    {
      "name": "Amazon.com Inc",
      "percentile": 55,
      "sector": "Consumer Cyclical",
      "sector_median": 20.32,
      "stock_slug": "amazon-com-inc",
      "ticker": "AMZN",
      "value": 21.62300610629252
    },
    {
      "name": "Saudi Aramco",
      "percentile": 53,
      "sector": "Energy",
      "sector_median": 13.72,
      "stock_slug": "saudi-arabian-oil-company",
      "ticker": "2222.SR",
      "value": 14.239555846900961
    },
    {
      "name": "Eli Lilly and Company",
      "percentile": 80,
      "sector": "Healthcare",
      "sector_median": 28.2,
      "stock_slug": "eli-lilly-and-company",
      "ticker": "LLY",
      "value": 46.75985960688477
    },
    {
      "name": "Walmart Inc.",
      "percentile": 92,
      "sector": "Consumer Defensive",
      "sector_median": 21.63,
      "stock_slug": "walmart-inc",
      "ticker": "WMT",
      "value": 46.29018028628376
    }
  ],
  "generated_at": "2026-11-15T17:07:58.949231+00:00",
  "metric_key": "kgv",
  "payload_version": 1,
  "provenance": {
    "calculated_at": "2026-11-15T17:07:58.949231+00:00",
    "data_as_of": "2026-11-15",
    "data_categories": [
      "prices",
      "fundamentals",
      "sector_benchmarks"
    ],
    "methodology_version": "scoring-v1"
  }
}