{
 "title": "AI-Advisors llms.txt Adoption Study: B2B SaaS panel, October 2026",
 "description": "Whether each of 390 B2B SaaS websites (153 established brands and 237 active Y Combinator B2B SaaS companies) serves a valid /llms.txt, checked on October 1, 2026, with the file's shape and the site's AI-crawler robots.txt stance from the AI Bot Blocking Index (September 15, 2026).",
 "license": "CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)",
 "cite": "AI-Advisors llms.txt Adoption Study, B2B SaaS panel, October 1, 2026. https://www.ai-advisors.ai/blog/do-b2b-saas-companies-publish-llms-txt (CC BY 4.0)",
 "scanDate": "2026-10-01",
 "panel": "The frozen AI Bot Blocking Index panel: 153 hand-picked established B2B SaaS brands and 237 active Y Combinator B2B SaaS companies (status Active, Public or Acquired; tagged B2B and SaaS; team size 10 or more). A convenience panel, not a random sample.",
 "method": "One plain GET of https://<domain>/llms.txt per site (redirects followed, up to 5; body read up to 2 MB). A site counts as valid only when the final response is a text file, not an HTML page, whose first meaningful line is an H1, the one element llmstxt.org requires. Probes that could not be answered (bot walls, errors) were re-checked once at least 30 minutes later and stay inconclusive if still unanswered. Sites whose domain does not resolve are unreachable.",
 "methodPage": "https://www.ai-advisors.ai/blog/do-b2b-saas-companies-publish-llms-txt#method",
 "headline": {
  "conclusiveSites": 374,
  "validAtRoot": 192,
  "validAtRootRate": 0.5134,
  "interval95": [
   0.4628,
   0.5636
  ]
 },
 "classes": {
  "valid": "A text file at /llms.txt whose first meaningful line is an H1.",
  "invalid": "Something non-HTML is served at /llms.txt but it fails that bar (for example no H1, an H1 that is not first, a copy of robots.txt, an RTF file).",
  "absent": "Not served: a 404 or other client error, a soft-404 HTML page, or an HTML page returned for the path.",
  "inconclusive": "Could not tell: bot wall, rate limit, TLS or network error that persisted after one re-check. Not a miss.",
  "unreachable": "The domain does not resolve (apex and www). Excluded from every rate. Not a miss.",
  "not_probed": "docs_subdomain_class only: the root file was already valid, so docs.<domain> was not probed.",
  "not_applicable": "The site was unreachable, so the probe does not apply."
 },
 "columns": {
  "domain": "Panel domain.",
  "cohort": "established (hand-picked brands) or yc (Y Combinator directory).",
  "llms_txt_class": "Class of https://<domain>/llms.txt after the re-check (Index user agent).",
  "llms_txt_detail": "Why: ok, not_found, html_catch_all, redirect_to_html, no_h1, h1_not_first, robots_copy, rtf, accepted_202, blocked_403, blocked_429, network_*, dns_no_such_host and similar.",
  "spec_shaped": "Valid files only: an H1, a summary blockquote, at least one H2 section and at least one markdown link.",
  "bytes": "Valid files only: size of the file in bytes.",
  "links": "Valid files only: number of markdown links.",
  "has_summary_blockquote": "Valid files only: a > summary line within 12 lines of the H1.",
  "h2_sections": "Valid files only: number of H2 headings (outside code fences).",
  "has_optional_section": "Valid files only: has a '## Optional' section.",
  "served_from_other_domain": "Valid files only: the final URL after redirects is on a different domain than the panel domain.",
  "docs_subdomain_class": "Class of https://docs.<domain>/llms.txt (probed only when the root file was not valid).",
  "llms_full_txt_class": "Class of https://<domain>/llms-full.txt.",
  "index_robots_readable": "The site's robots.txt was readable in the AI Bot Blocking Index scan of 2026-09-15.",
  "index_explicit_ai_rule": "robots.txt names at least one of the Index's 17 tracked AI crawlers (blank when not readable).",
  "index_blocks_any_tracked_ai_crawler": "robots.txt effectively blocks at least one of the 17 tracked AI crawlers (blank when not readable).",
  "index_cloudflare": "Cloudflare detected from response headers in the Index scan."
 },
 "notes": [
  "Presence is not use: this dataset records what is published, not whether any AI system reads it.",
  "Root-only probing misses files hosted only on documentation subdomains or subpaths; docs_subdomain_class covers docs.<domain> only.",
  "The robots.txt columns come from a scan 16 days earlier and show association, not cause."
 ],
 "rows": [
  {
   "domain": "15five.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "1password.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "inconclusive",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "abacus.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "abstra.io",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "invalid",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "accessowl.io",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "valid",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "activecampaign.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "inconclusive",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "advantageclub.co",
   "cohort": "yc",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 5666,
   "links": 26,
   "has_summary_blockquote": true,
   "h2_sections": 5,
   "has_optional_section": true,
   "served_from_other_domain": true,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "valid",
   "index_robots_readable": true,
   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "aha.io",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "ahazou.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "ahrefs.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "valid",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "airtable.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "alex.com",
   "cohort": "yc",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 7717,
   "links": 32,
   "has_summary_blockquote": true,
   "h2_sections": 12,
   "has_optional_section": true,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "algolia.com",
   "cohort": "yc",
   "llms_txt_class": "invalid",
   "llms_txt_detail": "no_h1",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "inconclusive",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "alguna.com",
   "cohort": "yc",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 34353,
   "links": 177,
   "has_summary_blockquote": true,
   "h2_sections": 13,
   "has_optional_section": true,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "ambition.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
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   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "amplitude.com",
   "cohort": "established",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": false,
   "bytes": 14313,
   "links": 51,
   "has_summary_blockquote": false,
   "h2_sections": 5,
   "has_optional_section": false,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "valid",
   "index_robots_readable": true,
   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": true,
   "index_cloudflare": false
  },
  {
   "domain": "animaapp.com",
   "cohort": "yc",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 12923,
   "links": 38,
   "has_summary_blockquote": true,
   "h2_sections": 8,
   "has_optional_section": true,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "apollo.io",
   "cohort": "established",
   "llms_txt_class": "invalid",
   "llms_txt_detail": "robots_copy",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
   "served_from_other_domain": "",
   "docs_subdomain_class": "valid",
   "llms_full_txt_class": "absent",
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   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "apptimize.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "redirect_to_html",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
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   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "appx.co.in",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
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   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": false,
   "index_explicit_ai_rule": "",
   "index_blocks_any_tracked_ai_crawler": "",
   "index_cloudflare": false
  },
  {
   "domain": "arengu.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
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   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": false,
   "index_explicit_ai_rule": "",
   "index_blocks_any_tracked_ai_crawler": "",
   "index_cloudflare": true
  },
  {
   "domain": "arintra.com",
   "cohort": "yc",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": false,
   "bytes": 4073,
   "links": 16,
   "has_summary_blockquote": false,
   "h2_sections": 5,
   "has_optional_section": false,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "asana.com",
   "cohort": "established",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 5691,
   "links": 44,
   "has_summary_blockquote": true,
   "h2_sections": 9,
   "has_optional_section": false,
   "served_from_other_domain": false,
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   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "ascen.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
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   "docs_subdomain_class": "inconclusive",
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   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "aspireapp.com",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
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   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "atlas.so",
   "cohort": "yc",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
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   "served_from_other_domain": "",
   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": false,
   "index_explicit_ai_rule": "",
   "index_blocks_any_tracked_ai_crawler": "",
   "index_cloudflare": false
  },
  {
   "domain": "atlassian.com",
   "cohort": "established",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 26607,
   "links": 105,
   "has_summary_blockquote": true,
   "h2_sections": 13,
   "has_optional_section": true,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "valid",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": false
  },
  {
   "domain": "auth0.com",
   "cohort": "established",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 4232,
   "links": 41,
   "has_summary_blockquote": true,
   "h2_sections": 9,
   "has_optional_section": false,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "valid",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "bamboohr.com",
   "cohort": "established",
   "llms_txt_class": "valid",
   "llms_txt_detail": "ok",
   "spec_shaped": true,
   "bytes": 6301,
   "links": 25,
   "has_summary_blockquote": true,
   "h2_sections": 5,
   "has_optional_section": false,
   "served_from_other_domain": false,
   "docs_subdomain_class": "not_probed",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": true,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
   "domain": "basecamp.com",
   "cohort": "established",
   "llms_txt_class": "absent",
   "llms_txt_detail": "not_found",
   "spec_shaped": "",
   "bytes": "",
   "links": "",
   "has_summary_blockquote": "",
   "h2_sections": "",
   "has_optional_section": "",
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   "docs_subdomain_class": "absent",
   "llms_full_txt_class": "absent",
   "index_robots_readable": true,
   "index_explicit_ai_rule": false,
   "index_blocks_any_tracked_ai_crawler": false,
   "index_cloudflare": true
  },
  {
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