{
 "as_of": "2026-11-08",
 "cmr": "us-cm-kg/NYSE/LBRT",
 "fence": "The page is the record's research on the issuer — no analyst, no rating, no view.",
 "markdown": "The page is the record's research on the issuer — no analyst, no rating, no view.\n\n# Liberty Energy Inc. (NYSE: LBRT) — research page\n\nAs of 2026-11-08 · us-cm-kg · record version 1\n\n## Identity and listing\n\nThe issuer is Liberty Energy Inc., listed on the NYSE under the ticker LBRT, with ISIN US53115L1044 and LEI 254900PKFJW6RILDCM60. Its security type is Corporate and its sector is 1389 Oil & Gas Field Services, NEC. Its segment and jurisdiction are not on the record. Its listing status is listed, not halted.\n\n## The disclosure read\n\nThe record holds 74 filings in the twelve months to 2026-11-08, across 43 filing days. The median gap between filing days is 5.0 days. The latest filing is dated 2026-11-05, 3 days before the record date, and is a directors_dealings filing. The exchange median is a cadence gap of 6.0 days, 64.0 filings and a latency of 4.0 days across 3256 NYSE issuers. The sector median is a cadence gap of 5.2 days, 70.5 filings and a latency of 4.0 days across 20 issuers in the same sector.\n\n## Auditor\n\nThe auditor of record is DELOITTE & TOUCHE LLP, located in Denver, Colorado. The record holds no auditor changes.\n\n## Events and halts\n\nThe record holds two listing lines, both dated 2025-10-29. It holds no delisting, name change, domicile change or segment move; the domicile change and segment move are not on the record. The halt flag reads listed, not halted.\n\n## Orderability\n\nThe outcome is not determinable. The chapter's orderability section carries no client categories, so the outcome cannot name its client category. The rule version is acm-68000/us/reasonable-basis-suitability-finra-rule-2111/r1, and the chapter is as of 2026-11-04.\n\n## Coverage\n\nThe issuer's investor-relations page names 14 research houses: ATB Financial, Barclays, Citi, Goldman Sachs, J.P. Morgan, Morgan Stanley, Peters & Co., Piper Sandler, RBC Capital Markets, Seaport Global, Stifel Financial, TD Cowen, Tudor, Pickering, Holt & Co., and Wells Fargo.\n\n## Open research\n\nNo openly published research notes were found on the record.\n\n## Licensed\n\nLicensed research: none loaded. A licensed row is served only to an agent whose firm holds that licence (licensor, entitlement). No licensed row is loaded.\n\n## As-of depth\n\nThe vintage is sealed. The issuer's sealed years are 2021, 2022, 2023, 2024, 2025 and 2026. The market's earliest sealed date is 2021-01-04, and the live record began on 2026-09-12.\n\n## Sources\n\n10 source pages are named on this page; every value above carries its own source page and read date in the numbers.\n\n- https://www.sec.gov/files/company_tickers_exchange.json (identity.exchange)\n- https://www.sec.gov/data-research/sec-markets-data/fails-deliver-data (identity.isin)\n- https://api.gleif.org/api/v1/lei-records/254900PKFJW6RILDCM60 (identity.lei)\n- https://data.sec.gov/submissions/CIK0001694028.json (identity.name)\n- https://mcp.us-cm-kg.ai/events/NYSE/LBRT (the disclosure lines)\n- https://www.nasdaqtrader.com/rss.aspx?feed=tradehalts (the halt flag)\n- https://www.sec.gov/Archives/edgar/data/1694028/000169402826000006/lbrt-20251231.htm (the auditor)\n- https://mcp.us-cm-kg.ai/book/aio.json (the orderability chapter)\n- https://investors.libertyenergy.com/stock-information/analyst-coverage (coverage)\n- https://mcp.us-cm-kg.ai/record/NYSE/LBRT (the record)\n",
 "market": "US",
 "node": "us-cm-kg",
 "numbers": {
  "as_of_depth": {
   "issuer_years_sealed": [
    "2021",
    "2022",
    "2023",
    "2024",
    "2025",
    "2026"
   ],
   "live_record_began": "2026-09-12",
   "node_history_from": "2021-01-04",
   "node_years_sealed": [
    "2021",
    "2022",
    "2023",
    "2024",
    "2025",
    "2026"
   ],
   "record_version": 1,
   "sealed": true
  },
  "auditor": {
   "auditor": {
    "read_by": "EDGAR 10-K cover page iXBRL tag (dei:AuditorName, dei:AuditorLocation, dei:AuditorFirmId, dei:DocumentPeriodEndDate)",
    "read_date": "2026-11-08",
    "read_date_basis": "the record version as_of",
    "source": "https://www.sec.gov/Archives/edgar/data/1694028/000169402826000006/lbrt-20251231.htm",
    "state": "sourced",
    "value": "DELOITTE & TOUCHE LLP"
   },
   "auditor_firm_id": {
    "read_by": "EDGAR 10-K cover page iXBRL tag (dei:AuditorName, dei:AuditorLocation, dei:AuditorFirmId, dei:DocumentPeriodEndDate)",
    "read_date": "2026-11-08",
    "read_date_basis": "the record version as_of",
    "source": "https://www.sec.gov/Archives/edgar/data/1694028/000169402826000006/lbrt-20251231.htm",
    "state": "sourced",
    "value": "34"
   },
   "auditor_location": {
    "read_by": "EDGAR 10-K cover page iXBRL tag (dei:AuditorName, dei:AuditorLocation, dei:AuditorFirmId, dei:DocumentPeriodEndDate)",
    "read_date": "2026-11-08",
    "read_date_basis": "the record version as_of",
    "source": "https://www.sec.gov/Archives/edgar/data/1694028/000169402826000006/lbrt-20251231.htm",
    "state": "sourced",
    "value": "Denver, Colorado"
   },
   "changes": []
  },
  "cmr": "us-cm-kg/NYSE/LBRT",
  "coverage": {
   "count": 14,
   "houses": [
    {
     "analyst": "Waqar Syed",
     "house": "ATB Financial",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Eddie Kim",
     "house": "Barclays",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Scott Gruber, CFA",
     "house": "Citi",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Ati Modak",
     "house": "Goldman Sachs",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Arun Jayaram",
     "house": "J.P. Morgan",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Dan Kutz, CFA",
     "house": "Morgan Stanley",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "James Gourlay",
     "house": "Peters & Co.",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Derek Podhaizer",
     "house": "Piper Sandler",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Keith Mackey, CFA",
     "house": "RBC Capital Markets",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Thomas Curran, CFA",
     "house": "Seaport Global",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Stephen Gengaro",
     "house": "Stifel Financial",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Marc Bianchi",
     "house": "TD Cowen",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Jeff LeBlanc",
     "house": "Tudor, Pickering, Holt & Co.",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    },
    {
     "analyst": "Roger Read",
     "house": "Wells Fargo",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-11",
     "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "state": "sourced"
    }
   ],
   "pages_checked": [
    {
     "page": "https://investors.libertyenergy.com/stock-information/analyst-coverage",
     "result": "read: 14 of 30 named houses found on the page"
    }
   ],
   "read_by": "Perplexity sonar (search) · page read by this rail",
   "read_date": "2026-11-11",
   "since": "not stated on the page read",
   "state": "found"
  },
  "disclosure": {
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     "issuers": 3256,
     "median_cadence_gap_days": 6,
     "median_filings": 64,
     "median_latency_days": 4,
     "name": "NYSE"
    },
    "sector": {
     "issuers": 20,
     "median_cadence_gap_days": 5.2,
     "median_filings": 70.5,
     "median_latency_days": 4,
     "name": "1389 Oil & Gas Field Services, NEC"
    }
   },
   "by_type": {
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    "corporate_news": 7,
    "directors_dealings": 37,
    "regulatory_filing": 19,
    "results": 8
   },
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   "filings": 74,
   "latency_days": 3,
   "latest": [
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     "category": "4",
     "date": "2026-11-05",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000162828026071187/xslF345X06/wk-form4_1793917501.xml",
     "title": "4 — FORM 4",
     "type": "directors_dealings"
    },
    {
     "category": "4",
     "date": "2026-11-05",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000162828026071186/xslF345X06/wk-form4_1793917479.xml",
     "title": "4 — FORM 4",
     "type": "directors_dealings"
    },
    {
     "category": "144",
     "date": "2026-11-02",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000192109426001132/xsl144X01/primary_doc.xml",
     "title": "144",
     "type": "regulatory_filing"
    },
    {
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     "date": "2026-11-02",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000162828026068957/xslF345X06/wk-form4_1793657429.xml",
     "title": "4 — FORM 4",
     "type": "directors_dealings"
    },
    {
     "category": "4",
     "date": "2026-10-28",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000162828026067906/xslF345X06/wk-form4_1793219078.xml",
     "title": "4 — FORM 4",
     "type": "directors_dealings"
    }
   ],
   "latest_filing_date": "2026-11-05",
   "read": "the node's event lines (list_events_since), as get_filings serves them",
   "source": "https://mcp.us-cm-kg.ai/events/NYSE/LBRT",
   "window": {
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    "to": "2026-11-08"
   }
  },
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    "read_date": "2026-11-08",
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    "source": "https://www.sec.gov/files/company_tickers_exchange.json",
    "state": "sourced",
    "value": "NYSE"
   },
   "isin": {
    "read_by": "SEC Fails-to-Deliver data (CUSIP for the symbol) · ISIN = US + CUSIP + ISO 6166 check digit",
    "read_date": "2026-10-09",
    "read_date_basis": "last_seen",
    "source": "https://www.sec.gov/data-research/sec-markets-data/fails-deliver-data",
    "state": "sourced",
    "value": "US53115L1044"
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    "state": "not_on_record"
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    "read_by": "GLEIF name-exact (jurisdiction US-; GLEIF golden copy 2026-09-12)",
    "read_date": "2026-11-08",
    "read_date_basis": "the record version as_of",
    "source": "https://api.gleif.org/api/v1/lei-records/254900PKFJW6RILDCM60",
    "state": "filled",
    "value": "254900PKFJW6RILDCM60"
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   "name": {
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    "read_date_basis": "the record version as_of",
    "source": "https://data.sec.gov/submissions/CIK0001694028.json",
    "state": "sourced",
    "value": "Liberty Energy Inc."
   },
   "sector": {
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    "source": "https://data.sec.gov/submissions/CIK0001694028.json",
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    "value": "1389 Oil & Gas Field Services, NEC"
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    "source": "https://data.sec.gov/submissions/CIK0001694028.json",
    "state": "sourced",
    "value": "Corporate"
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  },
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   "domicile_change": {
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    "reason": "EDGAR states no dated change of state of incorporation on a filing line",
    "state": "not_on_record"
   },
   "listing": [
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     "date": "2025-10-29",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000087688225000062/LBRT102925.pdf",
     "title": "CERT — NYSE TEXAS CERTIFICATION"
    },
    {
     "date": "2025-10-29",
     "source": "https://www.sec.gov/Archives/edgar/data/1694028/000169402825000120/form8-afornysetexasregistr.htm",
     "title": "8-A12B — 8-A12B"
    }
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    "reason": "the exchanges' tier transfers are not EDGAR filings",
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  "node": "us-cm-kg",
  "numbers_hash": "sha256:f73d5ff2c912a4736f1d9fe6fc6c70a3d1b59a311c0aa104f8db1ed40ccd91e4",
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    "door": "https://mcp.us-cm-kg.ai/mcp",
    "tool": "get_orderability"
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   "reason": "the chapter's orderability section carries no client_categories: the outcome cannot name its client category",
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 },
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 "path": "/us/NYSE/LBRT",
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 "sections": [
  {
   "id": "identity",
   "text": "The issuer is Liberty Energy Inc., listed on the NYSE under the ticker LBRT, with ISIN US53115L1044 and LEI 254900PKFJW6RILDCM60. Its security type is Corporate and its sector is 1389 Oil & Gas Field Services, NEC. Its segment and jurisdiction are not on the record. Its listing status is listed, not halted.",
   "title": "Identity and listing"
  },
  {
   "id": "disclosure",
   "text": "The record holds 74 filings in the twelve months to 2026-11-08, across 43 filing days. The median gap between filing days is 5.0 days. The latest filing is dated 2026-11-05, 3 days before the record date, and is a directors_dealings filing. The exchange median is a cadence gap of 6.0 days, 64.0 filings and a latency of 4.0 days across 3256 NYSE issuers. The sector median is a cadence gap of 5.2 days, 70.5 filings and a latency of 4.0 days across 20 issuers in the same sector.",
   "title": "The disclosure read"
  },
  {
   "id": "auditor",
   "text": "The auditor of record is DELOITTE & TOUCHE LLP, located in Denver, Colorado. The record holds no auditor changes.",
   "title": "Auditor"
  },
  {
   "id": "events",
   "text": "The record holds two listing lines, both dated 2025-10-29. It holds no delisting, name change, domicile change or segment move; the domicile change and segment move are not on the record. The halt flag reads listed, not halted.",
   "title": "Events and halts"
  },
  {
   "id": "orderability",
   "text": "The outcome is not determinable. The chapter's orderability section carries no client categories, so the outcome cannot name its client category. The rule version is acm-68000/us/reasonable-basis-suitability-finra-rule-2111/r1, and the chapter is as of 2026-11-04.",
   "title": "Orderability"
  },
  {
   "id": "coverage",
   "text": "The issuer's investor-relations page names 14 research houses: ATB Financial, Barclays, Citi, Goldman Sachs, J.P. Morgan, Morgan Stanley, Peters & Co., Piper Sandler, RBC Capital Markets, Seaport Global, Stifel Financial, TD Cowen, Tudor, Pickering, Holt & Co., and Wells Fargo.",
   "title": "Coverage"
  },
  {
   "id": "open_research",
   "text": "No openly published research notes were found on the record.",
   "title": "Open research"
  },
  {
   "id": "licensed",
   "text": "Licensed research: none loaded. A licensed row is served only to an agent whose firm holds that licence (licensor, entitlement). No licensed row is loaded.",
   "title": "Licensed"
  },
  {
   "id": "depth",
   "text": "The vintage is sealed. The issuer's sealed years are 2021, 2022, 2023, 2024, 2025 and 2026. The market's earliest sealed date is 2021-01-04, and the live record began on 2026-09-12.",
   "title": "As-of depth"
  },
  {
   "id": "sources",
   "text": "10 source pages are named on this page; every value above carries its own source page and read date in the numbers.",
   "title": "Sources"
  }
 ],
 "sources": [
  {
   "for": "identity.exchange",
   "source": "https://www.sec.gov/files/company_tickers_exchange.json"
  },
  {
   "for": "identity.isin",
   "source": "https://www.sec.gov/data-research/sec-markets-data/fails-deliver-data"
  },
  {
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   "source": "https://api.gleif.org/api/v1/lei-records/254900PKFJW6RILDCM60"
  },
  {
   "for": "identity.name",
   "source": "https://data.sec.gov/submissions/CIK0001694028.json"
  },
  {
   "for": "the disclosure lines",
   "source": "https://mcp.us-cm-kg.ai/events/NYSE/LBRT"
  },
  {
   "for": "the halt flag",
   "source": "https://www.nasdaqtrader.com/rss.aspx?feed=tradehalts"
  },
  {
   "for": "the auditor",
   "source": "https://www.sec.gov/Archives/edgar/data/1694028/000169402826000006/lbrt-20251231.htm"
  },
  {
   "for": "the orderability chapter",
   "source": "https://mcp.us-cm-kg.ai/book/aio.json"
  },
  {
   "for": "coverage",
   "source": "https://investors.libertyenergy.com/stock-information/analyst-coverage"
  },
  {
   "for": "the record",
   "source": "https://mcp.us-cm-kg.ai/record/NYSE/LBRT"
  }
 ],
 "title": "Liberty Energy Inc. (LBRT) — research page",
 "writer": {
  "by": "Claude through the platform account, Haiku class; one pass; checked against the numbers",
  "engine": "claude-haiku-5-5"
 }
}