{
 "subject": "clearcited.com",
 "question": "does buying directory listings change AI citation",
 "prereg_hash": "e692bc9506082090",
 "stable_url": "https://clearcited.com/research/directories-and-ai-citation/",
 "series": [],
 "intervention_ledger": [
  {
   "date": "2026-06-14",
   "surface": "site",
   "action": "Site launched (T0 anchor for the whole-business baseline)",
   "source": "owner",
   "detail": "clearcited.com went live on Cloudflare Pages"
  }
 ],
 "directory_scoreboard": [
  {
   "domain": "g2.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "capterra.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "getapp.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "softwareadvice.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "trustradius.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "producthunt.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "alternativeto.net",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "saashub.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "sourceforge.net",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "slant.co",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "crozdesk.com",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "goodfirms.co",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "clutch.co",
   "ever_cited": false,
   "cycles": []
  },
  {
   "domain": "llmstxt.site",
   "ever_cited": false,
   "cycles": []
  }
 ],
 "cited_source_composition": {
  "measured": false,
  "domains": [
   {
    "domain": "g2.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "capterra.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "getapp.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "softwareadvice.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "trustradius.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "producthunt.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "alternativeto.net",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "saashub.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "sourceforge.net",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "slant.co",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "crozdesk.com",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "goodfirms.co",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "clutch.co",
    "ever_cited": false,
    "cycles": []
   },
   {
    "domain": "llmstxt.site",
    "ever_cited": false,
    "cycles": []
   }
  ],
  "n_cited": 0,
  "n_candidates": 14
 },
 "changelog": [
  {
   "date": "2026-07-13",
   "event": "Study pre-registered and hash-chained",
   "detail": "commitment hash e692bc9506082090 — hypothesis, frozen prompt set, keyword set, metric set and cadence sealed before cycle 000"
  }
 ],
 "llmstxt_fetch_measurement": {
  "log_present": false,
  "total_fetches": 0,
  "ai_bot_fetches": 0,
  "by_agent": {},
  "ai_bots_seen": [],
  "finding": "No access log wired yet (set LLMS_TXT_ACCESS_LOG). Until then the honest answer is unmeasured — and the measurement is itself the point."
 }
}