{
  "schemaVersion": 1,
  "generatedAt": "2026-07-26T09:10:47.693Z",
  "runStartedAt": "2026-07-26T08:32:50.003Z",
  "elapsedSeconds": 154.5,
  "cost": {
    "modelCalls": 0,
    "paidApiCalls": 0,
    "estimatedUsd": 0,
    "note": "Public HTTP requests only; excludes ordinary compute and bandwidth."
  },
  "sources": {
    "constituents": "https://en.wikipedia.org/wiki/List_of_S%26P_500_companies",
    "companyDomains": "Wikipedia article → Wikidata entity → official website property P856, with documented manual overrides."
  },
  "methodology": {
    "unit": "Distinct company/corporate root website. Multiple S&P 500 share classes are combined.",
    "request": "HTTP GET to the corporate website origin plus /llms.txt; redirects followed; one retry for transient failures.",
    "timeoutMs": 15000,
    "retries": 1,
    "maxBodyBytes": 1000000,
    "userAgent": "CitationWorks-SP500-llms-audit/1.0 (+https://www.citationworks.com/)",
    "presentDefinition": "A successful 2xx response with non-empty, non-HTML text that does not resemble a soft 404.",
    "validProposalShapeDefinition": "Present text containing a Markdown H1 and at least one Markdown link. This is a format check, not evidence of AI-search usage or ranking impact.",
    "importantLimitation": "This measures public adoption at the checked root URL. It does not establish that an AI provider reads, honors, or rewards llms.txt."
  },
  "summary": {
    "securityCount": 503,
    "distinctCompanyCount": 500,
    "resolvedCompanyCount": 500,
    "unresolvedCompanyCount": 0,
    "distinctRootWebsiteCount": 500,
    "checkedWebsiteCount": 500,
    "presentCount": 71,
    "presentPercent": 14.2,
    "validProposalShapeCount": 54,
    "conclusiveAbsentCount": 330,
    "conclusiveAbsentPercent": 66,
    "emptyFileCount": 1,
    "htmlAtPathCount": 4,
    "inaccessibleCount": 94,
    "reviewCount": 0,
    "classifications": {
      "inaccessible_network": 27,
      "missing": 296,
      "inaccessible_403": 64,
      "present_valid": 54,
      "present_nonstandard": 17,
      "html_at_llms": 4,
      "missing_redirect": 24,
      "missing_soft_404": 3,
      "missing_html_fallback": 7,
      "inaccessible_http": 3,
      "empty_file": 1
    }
  },
  "results": [
    {
      "company": "3M",
      "symbols": [
        "MMM"
      ],
      "sector": "Industrials",
      "subIndustry": "Industrial Conglomerates",
      "cik": "66740",
      "wikidataId": "Q159433",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/3M",
      "officialWebsite": "https://www.3m.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.3m.com",
      "securityRows": [
        {
          "symbol": "MMM",
          "company": "3M",
          "sector": "Industrials",
          "subIndustry": "Industrial Conglomerates",
          "headquarters": "Saint Paul, Minnesota",
          "dateAdded": "1957-03-04",
          "cik": "66740",
          "founded": "1902",
          "wikipediaTitle": "3M",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/3M",
          "wikipediaTitleResolved": "3M",
          "wikidataId": "Q159433",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.3m.com/",
          "auditOrigin": "https://www.3m.com"
        }
      ],
      "checkedUrl": "https://www.3m.com/llms.txt",
      "finalUrl": null,
      "httpStatus": null,
      "contentType": null,
      "bytesRead": 0,
      "truncated": false,
      "classification": "inaccessible_network",
      "present": false,
      "validProposalShape": false,
      "hasH1": false,
      "hasMarkdownLinks": false,
      "redirectCount": 0,
      "durationMs": 20000,
      "error": "CDP command Page.navigate timed out after 20000ms.",
      "contentSha256": null,
      "initialAudit": {
        "classification": "timeout",
        "checkedUrl": "https://www.3m.com/llms.txt",
        "finalUrl": null,
        "httpStatus": null,
        "contentType": null,
        "bytesRead": 0,
        "error": "This operation was aborted"
      },
      "resolutionEvidence": {
        "cik": "66740",
        "company": "3M",
        "symbols": [
          "MMM"
        ],
        "initialClassification": "browser_network_error",
        "checkedAt": "2026-07-26T09:05:09.846Z",
        "primary": {
          "requestedUrl": "https://www.3m.com/llms.txt",
          "finalUrl": null,
          "httpStatus": null,
          "statusText": null,
          "mimeType": null,
          "title": null,
          "bytesObserved": 0,
          "textSha256": null,
          "normalizedTextSha256": null,
          "textPreview": "",
          "looksHtml": false,
          "hasH1": false,
          "hasMarkdownLinks": false,
          "loadingFailure": {
            "errorText": "CDP command Page.navigate timed out after 20000ms."
          },
          "durationMs": 20000
        },
        "control": null,
        "resolution": {
          "classification": "browser_network_error",
          "present": false,
          "conclusive": false,
          "needsControl": false,
          "reason": "Browser did not receive a document response."
        },
        "finalization": {
          "finalizedAt": "2026-07-26T09:10:47.685Z",
          "previousClassification": "browser_network_error",
          "classification": "inaccessible_network",
          "reason": "No document response was received in either the direct HTTP audit or the Chrome recovery pass.",
          "countingRule": "Not counted as present or absent."
        }
      },
      "resolutionConclusive": false,
      "resolutionReason": "No document response was received in either the direct HTTP audit or the Chrome recovery pass.",
      "verificationFinal": true,
      "verificationState": "inaccessible"
    },
    {
      "company": "A. O. Smith",
      "symbols": [
        "AOS"
      ],
      "sector": "Industrials",
      "subIndustry": "Building Products",
      "cik": "91142",
      "wikidataId": "Q4648219",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/A._O._Smith",
      "officialWebsite": "https://www.aosmith.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.aosmith.com",
      "securityRows": [
        {
          "symbol": "AOS",
          "company": "A. O. Smith",
          "sector": "Industrials",
          "subIndustry": "Building Products",
          "headquarters": "Milwaukee , Wisconsin",
          "dateAdded": "2017-07-26",
          "cik": "91142",
          "founded": "1916",
          "wikipediaTitle": "A._O._Smith",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/A._O._Smith",
          "wikipediaTitleResolved": "A. O. Smith",
          "wikidataId": "Q4648219",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.aosmith.com/",
          "auditOrigin": "https://www.aosmith.com"
        }
      ],
      "checkedUrl": "https://www.aosmith.com/llms.txt",
      "finalUrl": "https://www.aosmith.com/llms.txt",
      "httpStatus": 404,
      "contentType": "text/html;charset=UTF-8",
      "bytesRead": 85844,
      "truncated": false,
      "classification": "missing",
      "present": false,
      "validProposalShape": false,
      "hasH1": false,
      "hasMarkdownLinks": false,
      "redirectCount": 0,
      "durationMs": 333,
      "error": null,
      "contentSha256": "7020b85844e5274ce7bb19b4bcbd990fec19c9ccfc3ac65a50340d02aaee28ef"
    },
    {
      "company": "Abbott Laboratories",
      "symbols": [
        "ABT"
      ],
      "sector": "Health Care",
      "subIndustry": "Health Care Equipment",
      "cik": "1800",
      "wikidataId": "Q306764",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/Abbott_Laboratories",
      "officialWebsite": "https://abbott.com",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://abbott.com",
      "securityRows": [
        {
          "symbol": "ABT",
          "company": "Abbott Laboratories",
          "sector": "Health Care",
          "subIndustry": "Health Care Equipment",
          "headquarters": "North Chicago, Illinois",
          "dateAdded": "1957-03-04",
          "cik": "1800",
          "founded": "1888",
          "wikipediaTitle": "Abbott_Laboratories",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/Abbott_Laboratories",
          "wikipediaTitleResolved": "Abbott Laboratories",
          "wikidataId": "Q306764",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://abbott.com",
          "auditOrigin": "https://abbott.com"
        }
      ],
      "checkedUrl": "https://abbott.com/llms.txt",
      "finalUrl": "https://www.abbott.com/llms.txt",
      "httpStatus": 404,
      "contentType": "text/html;charset=utf-8",
      "bytesRead": 69563,
      "truncated": false,
      "classification": "missing",
      "present": false,
      "validProposalShape": false,
      "hasH1": false,
      "hasMarkdownLinks": false,
      "redirectCount": 1,
      "durationMs": 1004,
      "error": null,
      "contentSha256": "10664b5eceea3c9a27a67435b5d736416394fff032310b79565098de0f9e2fd6"
    },
    {
      "company": "AbbVie",
      "symbols": [
        "ABBV"
      ],
      "sector": "Health Care",
      "subIndustry": "Biotechnology",
      "cik": "1551152",
      "wikidataId": "Q14662364",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/AbbVie",
      "officialWebsite": "http://www.abbvie.com",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "http://www.abbvie.com",
      "securityRows": [
        {
          "symbol": "ABBV",
          "company": "AbbVie",
          "sector": "Health Care",
          "subIndustry": "Biotechnology",
          "headquarters": "North Chicago, Illinois",
          "dateAdded": "2012-12-31",
          "cik": "1551152",
          "founded": "2013 (1888)",
          "wikipediaTitle": "AbbVie",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/AbbVie",
          "wikipediaTitleResolved": "AbbVie",
          "wikidataId": "Q14662364",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "http://www.abbvie.com",
          "auditOrigin": "http://www.abbvie.com"
        }
      ],
      "checkedUrl": "http://www.abbvie.com/llms.txt",
      "finalUrl": "https://www.abbvie.com/llms.txt",
      "httpStatus": 403,
      "contentType": "text/html",
      "bytesRead": 683,
      "truncated": false,
      "classification": "inaccessible_403",
      "present": false,
      "validProposalShape": false,
      "hasH1": false,
      "hasMarkdownLinks": false,
      "redirectCount": 1,
      "durationMs": 1167,
      "error": null,
      "contentSha256": "8b651519aa29e1ee19cf719402bdf961665251aa334f3097b2d1285be6df1301",
      "initialAudit": {
        "classification": "blocked",
        "checkedUrl": "http://www.abbvie.com/llms.txt",
        "finalUrl": "https://www.abbvie.com/llms.txt",
        "httpStatus": 403,
        "contentType": "text/html; charset=UTF-8",
        "bytesRead": 4546,
        "error": null
      },
      "resolutionEvidence": {
        "cik": "1551152",
        "company": "AbbVie",
        "symbols": [
          "ABBV"
        ],
        "initialClassification": "blocked",
        "checkedAt": "2026-07-26T09:04:51.013Z",
        "primary": {
          "requestedUrl": "http://www.abbvie.com/llms.txt",
          "finalUrl": "https://www.abbvie.com/llms.txt",
          "httpStatus": 403,
          "statusText": "Forbidden",
          "mimeType": "text/html",
          "title": "Attention Required! | Cloudflare",
          "bytesObserved": 683,
          "textSha256": "8b651519aa29e1ee19cf719402bdf961665251aa334f3097b2d1285be6df1301",
          "normalizedTextSha256": "98abbe8e9bf0359b724bf530a9c58bbeeeaa2320895d596c41f24d8268d3ed7c",
          "textPreview": "Sorry, you have been blocked You are unable to access abbvie.com Why have I been blocked? This website is using a security service to protect itself from online attacks. The action you just performed triggered the security solution. There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data. What can I do to resolve this? You can email the site owner to let them know you were blocked. Please include what you were doing w",
          "looksHtml": true,
          "hasH1": false,
          "hasMarkdownLinks": false,
          "loadingFailure": null,
          "durationMs": 1167
        },
        "control": null,
        "resolution": {
          "classification": "blocked",
          "present": false,
          "conclusive": false,
          "needsControl": false,
          "reason": "Browser was denied access."
        },
        "finalization": {
          "finalizedAt": "2026-07-26T09:10:47.685Z",
          "previousClassification": "blocked",
          "classification": "inaccessible_403",
          "reason": "Access was denied in both the direct HTTP audit and the Chrome recovery pass.",
          "countingRule": "Not counted as present or absent."
        }
      },
      "resolutionConclusive": false,
      "resolutionReason": "Access was denied in both the direct HTTP audit and the Chrome recovery pass.",
      "verificationFinal": true,
      "verificationState": "inaccessible"
    },
    {
      "company": "Accenture",
      "symbols": [
        "ACN"
      ],
      "sector": "Information Technology",
      "subIndustry": "IT Consulting & Other Services",
      "cik": "1467373",
      "wikidataId": "Q338825",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/Accenture",
      "officialWebsite": "https://www.accenture.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.accenture.com",
      "securityRows": [
        {
          "symbol": "ACN",
          "company": "Accenture",
          "sector": "Information Technology",
          "subIndustry": "IT Consulting & Other Services",
          "headquarters": "Dublin , Ireland",
          "dateAdded": "2011-07-06",
          "cik": "1467373",
          "founded": "1989",
          "wikipediaTitle": "Accenture",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/Accenture",
          "wikipediaTitleResolved": "Accenture",
          "wikidataId": "Q338825",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.accenture.com/",
          "auditOrigin": "https://www.accenture.com"
        }
      ],
      "checkedUrl": "https://www.accenture.com/llms.txt",
      "finalUrl": "https://www.accenture.com/llms.txt",
      "httpStatus": 404,
      "contentType": "text/html;charset=utf-8",
      "bytesRead": 128562,
      "truncated": false,
      "classification": "missing",
      "present": false,
      "validProposalShape": false,
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    {
      "company": "Adobe Inc.",
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      "cik": "796343",
      "wikidataId": "Q11463",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/Adobe_Inc.",
      "officialWebsite": "https://www.adobe.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.adobe.com",
      "securityRows": [
        {
          "symbol": "ADBE",
          "company": "Adobe Inc.",
          "sector": "Information Technology",
          "subIndustry": "Application Software",
          "headquarters": "San Jose, California",
          "dateAdded": "1997-05-05",
          "cik": "796343",
          "founded": "1982",
          "wikipediaTitle": "Adobe_Inc.",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/Adobe_Inc.",
          "wikipediaTitleResolved": "Adobe Inc.",
          "wikidataId": "Q11463",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.adobe.com/",
          "auditOrigin": "https://www.adobe.com"
        }
      ],
      "checkedUrl": "https://www.adobe.com/llms.txt",
      "finalUrl": "https://www.adobe.com/llms.txt",
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      "contentType": "text/plain; charset=UTF-8",
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      "truncated": false,
      "classification": "present_valid",
      "present": true,
      "validProposalShape": true,
      "hasH1": true,
      "hasMarkdownLinks": true,
      "redirectCount": 0,
      "durationMs": 270,
      "error": null,
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    },
    {
      "company": "Advanced Micro Devices",
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      ],
      "sector": "Information Technology",
      "subIndustry": "Semiconductors",
      "cik": "2488",
      "wikidataId": "Q128896",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/AMD",
      "officialWebsite": "https://www.amd.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.amd.com",
      "securityRows": [
        {
          "symbol": "AMD",
          "company": "Advanced Micro Devices",
          "sector": "Information Technology",
          "subIndustry": "Semiconductors",
          "headquarters": "Santa Clara, California",
          "dateAdded": "2017-03-20",
          "cik": "2488",
          "founded": "1969",
          "wikipediaTitle": "AMD",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/AMD",
          "wikipediaTitleResolved": "AMD",
          "wikidataId": "Q128896",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.amd.com/",
          "auditOrigin": "https://www.amd.com"
        }
      ],
      "checkedUrl": "https://www.amd.com/llms.txt",
      "finalUrl": null,
      "httpStatus": null,
      "contentType": null,
      "bytesRead": 0,
      "truncated": false,
      "classification": "inaccessible_network",
      "present": false,
      "validProposalShape": false,
      "hasH1": false,
      "hasMarkdownLinks": false,
      "redirectCount": 0,
      "durationMs": 20001,
      "error": "CDP command Page.navigate timed out after 20000ms.",
      "contentSha256": null,
      "initialAudit": {
        "classification": "timeout",
        "checkedUrl": "https://www.amd.com/llms.txt",
        "finalUrl": null,
        "httpStatus": null,
        "contentType": null,
        "bytesRead": 0,
        "error": "This operation was aborted"
      },
      "resolutionEvidence": {
        "cik": "2488",
        "company": "Advanced Micro Devices",
        "symbols": [
          "AMD"
        ],
        "initialClassification": "browser_network_error",
        "checkedAt": "2026-07-26T09:05:09.846Z",
        "primary": {
          "requestedUrl": "https://www.amd.com/llms.txt",
          "finalUrl": null,
          "httpStatus": null,
          "statusText": null,
          "mimeType": null,
          "title": null,
          "bytesObserved": 0,
          "textSha256": null,
          "normalizedTextSha256": null,
          "textPreview": "",
          "looksHtml": false,
          "hasH1": false,
          "hasMarkdownLinks": false,
          "loadingFailure": {
            "errorText": "CDP command Page.navigate timed out after 20000ms."
          },
          "durationMs": 20001
        },
        "control": null,
        "resolution": {
          "classification": "browser_network_error",
          "present": false,
          "conclusive": false,
          "needsControl": false,
          "reason": "Browser did not receive a document response."
        },
        "finalization": {
          "finalizedAt": "2026-07-26T09:10:47.685Z",
          "previousClassification": "browser_network_error",
          "classification": "inaccessible_network",
          "reason": "No document response was received in either the direct HTTP audit or the Chrome recovery pass.",
          "countingRule": "Not counted as present or absent."
        }
      },
      "resolutionConclusive": false,
      "resolutionReason": "No document response was received in either the direct HTTP audit or the Chrome recovery pass.",
      "verificationFinal": true,
      "verificationState": "inaccessible"
    },
    {
      "company": "AES Corporation",
      "symbols": [
        "AES"
      ],
      "sector": "Utilities",
      "subIndustry": "Independent Power Producers & Energy Traders",
      "cik": "874761",
      "wikidataId": "Q291508",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/AES_Corporation",
      "officialWebsite": "https://www.aes.com/",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.aes.com",
      "securityRows": [
        {
          "symbol": "AES",
          "company": "AES Corporation",
          "sector": "Utilities",
          "subIndustry": "Independent Power Producers & Energy Traders",
          "headquarters": "Arlington, Virginia",
          "dateAdded": "1998-10-02",
          "cik": "874761",
          "founded": "1981",
          "wikipediaTitle": "AES_Corporation",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/AES_Corporation",
          "wikipediaTitleResolved": "AES Corporation",
          "wikidataId": "Q291508",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.aes.com/",
          "auditOrigin": "https://www.aes.com"
        }
      ],
      "checkedUrl": "https://www.aes.com/llms.txt",
      "finalUrl": "https://www.aes.com/llms.txt",
      "httpStatus": 404,
      "contentType": "text/html; charset=UTF-8",
      "bytesRead": 185,
      "truncated": false,
      "classification": "missing",
      "present": false,
      "validProposalShape": false,
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    {
      "company": "Aflac",
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      "sector": "Financials",
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      "cik": "4977",
      "wikidataId": "Q26311",
      "wikipediaUrl": "https://en.wikipedia.org/wiki/Aflac",
      "officialWebsite": "https://www.aflac.com",
      "websiteSource": "wikidata_p856",
      "auditOrigin": "https://www.aflac.com",
      "securityRows": [
        {
          "symbol": "AFL",
          "company": "Aflac",
          "sector": "Financials",
          "subIndustry": "Life & Health Insurance",
          "headquarters": "Columbus, Georgia",
          "dateAdded": "1999-05-28",
          "cik": "4977",
          "founded": "1955",
          "wikipediaTitle": "Aflac",
          "wikipediaUrl": "https://en.wikipedia.org/wiki/Aflac",
          "wikipediaTitleResolved": "Aflac",
          "wikidataId": "Q26311",
          "websiteSource": "wikidata_p856",
          "officialWebsite": "https://www.aflac.com",
          "auditOrigin": "https://www.aflac.com"
        }
      ],
      "checkedUrl": "https://www.aflac.com/llms.txt",
      "finalUrl": "https://www.aflac.com/llms.txt",
      "httpStatus": 200,
      "contentType": "text/plain",
      "bytesRead": 5793,
      "truncated": false,
      "classification": "present_nonstandard",
      "present": true,
      "validProposalShape": false,
      "hasH1": true,
      "hasMarkdownLinks": false,
      "redirectCount": 0,
      "durationMs": 983,
      "error": null,
      "contentSha256": "aeb3aedb8b74a949ca729f69b34a615e38f7914f03502c0e64c1ab15e86660a6"
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    {
      "company": "Agilent Technologies",
      "symbols": [
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      ],
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      "company": "Yum! Brands",
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}
