{
 "total_files": 2529,
 "grades": {
  "A": 1584,
  "B": 525,
  "C": 277,
  "D": 127,
  "F": 16
 },
 "group_by": "category",
 "groups": [
  {
   "key": "No category",
   "files": 845,
   "grades": {
    "A": 479,
    "B": 198,
    "C": 108,
    "D": 53,
    "F": 7
   },
   "share_a_percent": 56.7
  },
  {
   "key": "Developer Tools",
   "files": 219,
   "grades": {
    "A": 157,
    "B": 39,
    "C": 15,
    "D": 8,
    "F": 0
   },
   "share_a_percent": 71.7
  },
  {
   "key": "Payments & Fintech",
   "files": 196,
   "grades": {
    "A": 115,
    "B": 44,
    "C": 26,
    "D": 11,
    "F": 0
   },
   "share_a_percent": 58.7
  },
  {
   "key": "Infrastructure",
   "files": 133,
   "grades": {
    "A": 88,
    "B": 29,
    "C": 8,
    "D": 7,
    "F": 1
   },
   "share_a_percent": 66.2
  },
  {
   "key": "Marketing",
   "files": 118,
   "grades": {
    "A": 85,
    "B": 19,
    "C": 12,
    "D": 2,
    "F": 0
   },
   "share_a_percent": 72
  },
  {
   "key": "Data & Analytics",
   "files": 98,
   "grades": {
    "A": 62,
    "B": 19,
    "C": 10,
    "D": 6,
    "F": 1
   },
   "share_a_percent": 63.3
  },
  {
   "key": "AI & ML",
   "files": 96,
   "grades": {
    "A": 64,
    "B": 22,
    "C": 7,
    "D": 3,
    "F": 0
   },
   "share_a_percent": 66.7
  },
  {
   "key": "Agent Tools",
   "files": 87,
   "grades": {
    "A": 71,
    "B": 8,
    "C": 5,
    "D": 3,
    "F": 0
   },
   "share_a_percent": 81.6
  },
  {
   "key": "Healthcare",
   "files": 82,
   "grades": {
    "A": 48,
    "B": 15,
    "C": 14,
    "D": 3,
    "F": 2
   },
   "share_a_percent": 58.5
  },
  {
   "key": "Communication & Support",
   "files": 80,
   "grades": {
    "A": 45,
    "B": 21,
    "C": 8,
    "D": 5,
    "F": 1
   },
   "share_a_percent": 56.3
  },
  {
   "key": "Productivity",
   "files": 78,
   "grades": {
    "A": 51,
    "B": 17,
    "C": 6,
    "D": 4,
    "F": 0
   },
   "share_a_percent": 65.4
  },
  {
   "key": "E-commerce",
   "files": 63,
   "grades": {
    "A": 42,
    "B": 8,
    "C": 9,
    "D": 4,
    "F": 0
   },
   "share_a_percent": 66.7
  },
  {
   "key": "Security",
   "files": 51,
   "grades": {
    "A": 39,
    "B": 8,
    "C": 3,
    "D": 1,
    "F": 0
   },
   "share_a_percent": 76.5
  },
  {
   "key": "Legal & Compliance",
   "files": 46,
   "grades": {
    "A": 33,
    "B": 9,
    "C": 2,
    "D": 2,
    "F": 0
   },
   "share_a_percent": 71.7
  },
  {
   "key": "Education",
   "files": 43,
   "grades": {
    "A": 25,
    "B": 9,
    "C": 6,
    "D": 3,
    "F": 0
   },
   "share_a_percent": 58.1
  },
  {
   "key": "Hardware & Robotics",
   "files": 38,
   "grades": {
    "A": 21,
    "B": 13,
    "C": 4,
    "D": 0,
    "F": 0
   },
   "share_a_percent": 55.3
  },
  {
   "key": "Identity & Auth",
   "files": 38,
   "grades": {
    "A": 26,
    "B": 9,
    "C": 3,
    "D": 0,
    "F": 0
   },
   "share_a_percent": 68.4
  },
  {
   "key": "Logistics & Supply Chain",
   "files": 37,
   "grades": {
    "A": 19,
    "B": 8,
    "C": 7,
    "D": 3,
    "F": 0
   },
   "share_a_percent": 51.4
  },
  {
   "key": "HR & Recruiting",
   "files": 33,
   "grades": {
    "A": 17,
    "B": 3,
    "C": 8,
    "D": 4,
    "F": 1
   },
   "share_a_percent": 51.5
  },
  {
   "key": "Real Estate & Construction",
   "files": 33,
   "grades": {
    "A": 27,
    "B": 4,
    "C": 0,
    "D": 1,
    "F": 1
   },
   "share_a_percent": 81.8
  },
  {
   "key": "CRM",
   "files": 26,
   "grades": {
    "A": 16,
    "B": 4,
    "C": 1,
    "D": 3,
    "F": 2
   },
   "share_a_percent": 61.5
  },
  {
   "key": "Gaming & Media",
   "files": 25,
   "grades": {
    "A": 15,
    "B": 9,
    "C": 1,
    "D": 0,
    "F": 0
   },
   "share_a_percent": 60
  },
  {
   "key": "Consumer",
   "files": 22,
   "grades": {
    "A": 8,
    "B": 3,
    "C": 11,
    "D": 0,
    "F": 0
   },
   "share_a_percent": 36.4
  }
 ],
 "grade_meaning": {
  "A": "passes all six structure checks",
  "B": "passes five of the six checks",
  "C": "passes four of the six checks",
  "D": "passes three of the six checks",
  "F": "passes two or fewer of the six checks, or the URL answers with an HTML page"
 },
 "url": "https://agentreadyhtml.com/llms-txt-index/2026-11-04/",
 "dataset_url": "https://agentreadyhtml.com/data/llms-txt-index-2026-11-04.json",
 "edition": "2026-11-04"
}