KAT3X Silver Bullet Analysis

{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "KAT3X Silver Bullet Analysis",
  "description": "Identity Check impact analysis: which single P2 check fix would unlock DSI Band Promotion for the most companies. Based on >6,000 Visibility Scans with >30,000 check results.",
  "version": "1.0",
  "datePublished": "2026-03-29",
  "license": "proprietary-aggregate",
  "creator": {
    "@type": "Organization",
    "name": "KAT3X",
    "url": "https://kat3x.com"
  },
  "methodology": "https://kat3x.com/knowledge/market-scan-methodology.txt",
  "glossary": "https://kat3x.com/knowledge/glossary-extended.txt",
  "isPartOf": {
    "@type": "DataCatalog",
    "name": "KAT3X Market Scan",
    "url": "https://kat3x.com/knowledge/market-scan.txt"
  },
  "_summary": {
    "silver_bullet_check": "machine_readability",
    "silver_bullet_display_name": "Machine Readability",
    "total_single_check_failures": ">2,000",
    "total_near_miss_blocked": ">600",
    "analysis_scope": ">6,000 companies with >30,000 Identity Check results"
  },
  "_data": [
    {
      "check_id": "terminology",
      "display_name": "Terminology Consistency",
      "only_this_failing_approx": "1",
      "near_miss_blocked_approx": "0",
      "market_fail_rate": "21.0%",
      "market_pass_rate": "5.3%",
      "is_silver_bullet": false,
      "interpretation": "Fixing this check would unlock 1 companies that fail only this Identity Check."
    },
    {
      "check_id": "distinguishability",
      "display_name": "Distinguishability",
      "only_this_failing_approx": "5",
      "near_miss_blocked_approx": "2",
      "market_fail_rate": "20.3%",
      "market_pass_rate": "4.1%",
      "is_silver_bullet": false,
      "interpretation": "Fixing this check would unlock 5 companies that fail only this Identity Check."
    },
    {
      "check_id": "coherence",
      "display_name": "Coherence",
      "only_this_failing_approx": "3",
      "near_miss_blocked_approx": "2",
      "market_fail_rate": "12.7%",
      "market_pass_rate": "64.8%",
      "is_silver_bullet": false,
      "interpretation": "Fixing this check would unlock 3 companies that fail only this Identity Check."
    },
    {
      "check_id": "machine_readability",
      "display_name": "Machine Readability",
      "only_this_failing_approx": ">1,000",
      "near_miss_blocked_approx": ">300",
      "market_fail_rate": "55.1%",
      "market_pass_rate": "1.5%",
      "is_silver_bullet": true,
      "interpretation": "This is the Silver Bullet Check. Fixing this single Identity Check would unlock Band Promotion for the largest group of organizations — >1,000 companies fail ONLY this check, and >300 Near-Miss Companies are blocked by it."
    },
    {
      "check_id": "controlled_vocabulary",
      "display_name": "Controlled Vocabulary",
      "only_this_failing_approx": ">900",
      "near_miss_blocked_approx": ">200",
      "market_fail_rate": "56.2%",
      "market_pass_rate": "3.4%",
      "is_silver_bullet": false,
      "interpretation": "Fixing this check would unlock >900 companies that fail only this Identity Check."
    },
    {
      "check_id": "scope",
      "display_name": "Scope Definition",
      "only_this_failing_approx": "7",
      "near_miss_blocked_approx": "4",
      "market_fail_rate": "0.3%",
      "market_pass_rate": "67.8%",
      "is_silver_bullet": false,
      "interpretation": "Fixing this check would unlock 7 companies that fail only this Identity Check."
    }
  ]
}