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https://www.tanium.com/

SCANNED

Jun 11, 2026, 12:25 PM

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https://www.tanium.com/

SCANNED

Jun 11, 2026, 12:25:44 PMJun 11, 2026, 12:25 PM

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39/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Autonomous IT, endpoint intelligence and control

We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidenc...

Next step

Turn this report into a fix workflow

29 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	41	Priority fix	8	16	0	View details
Discoverability	50	Needs work	4	5	0	View details
Content Readiness	50	Needs work	3	7	0	View details
Bot Access Control	17	Priority fix	1	4	0	View details
Agent Ease of Use	35	Priority fix	15	31	4	View details
API	17	Priority fix	1	5	0	View details
Auth	Not Applicable	Not Applicable	3	8	0	View details
MCP	47	Priority fix	3	7	3	View details
Skill Discovery	42	Priority fix	4	11	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	73	Needs work	4	0	15
GEO Readiness	78	Mostly ready	1	0	4
AIO Readiness	78	Mostly ready	2	0	5
AEO Readiness	63	Needs work	1	0	6
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	12	Priority fix	4	6	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	0	Priority fix	3	2	0	View details
Performance and Accessibility	38	Priority fix	23	6	2	View details
Performance	9	Priority fix	14	5	2	View details
Accessibility	93	Strong	9	1	0	View details

Prioritized recommendations

Issues ranked by score impact

53 items need attention

Security & TrustAI Training ExposureEmerging recommendation

TDMRep declaration

TDMRep declaration is missing or incomplete.

100 Fail

Needs attention

TDMRep declaration

Failed check

Issue

Response is not valid JSON.

Why it matters

TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.

Check name

TDMRep declaration

Score

0/100

Status

fail

Category

AI Training Exposure

Maturity

Emerging recommendation

Goal

Publish a machine-readable text and data mining reservation declaration when the site needs one.

Result

TDMRep declaration is missing or incomplete.

Validation steps

Validate TDMRep rules
Response is not valid JSON.

Evidence

{
  "statusCode": 200,
  "contentType": "text/html; charset=UTF-8",
  "valid": false,
  "compatibleContentType": false,
  "issue": "Response is not valid JSON.",
  "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch /.well-known/tdmrep.json",
      "status": "pass",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8",
        "length": 133554
      }
    },
    {
      "id": "validate",
      "title": "Validate TDMRep rules",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish /.well-known/tdmrep.json as an array of TDMRep rule objects with location and tdm-reservation values of 0 or 1."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Validate RFC 9727 linkset".

34 Fail

Needs attention

API Catalog

Failed check

Issue

Response is not valid JSON.

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

33/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Validate RFC 9727 linkset".

Validation steps

Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "pass",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence

{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence

{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 Fail

Needs attention

High-value schema types

Failed check

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence

{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": [
    "ImageObject",
    "Organization",
    "WebPage",
    "WebSite"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

33 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

33 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 146
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 146
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check

Issue

Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "X-NR-SAMPLE-PERCENT,Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "X-NR-SAMPLE-PERCENT,Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"X-NR-SAMPLE-PERCENT,Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 8366,
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">    <head>\n        <meta charset=\"UTF-8\">\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\n        <link rel=\"profil",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <main> landmark; invalid h1 (found 0); 1 links missing accessible names; 14 buttons missing accessible names; 0/2 applicable form inputs have autocomplete attributes (2 missing).

Details

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": false,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"#\" class=\"menu-item-search\"> <i class=\"fak fa-icon-site-search search-ico\"></i> <i class=\"fak fa-icon-x-mark close-ico\"></i> </a>"
    ],
    "inaccessibleButtons": [
      "<button type=\"submit\" class=\"search-icon\" tabindex=\"-1\"> <i class=\"fak fa-icon-site-search\"></i> </button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button class=\"footer-toggle-btn\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0005\" aria-labelledby=\"ot-header-id-C0005\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0003\" aria-labelledby=\"ot-header-id-C0003\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0001\" aria-labelledby=\"ot-header-id-C0001 ot-status-id-C0001\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0004\" aria-labelledby=\"ot-header-id-C0004\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0002\" aria-labelledby=\"ot-header-id-C0002\"></button>"
    ],
    "missingAutocompleteInputs": [
      "<input class=\"search-text\" type=\"text\" name=\"q\" value placeholder=\"Search\" tabindex=\"-1\">",
      "<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search&#x2026;\" aria-label=\"Cookie list search\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 0,
    "headings": 8,
    "links": 132,
    "inaccessibleLinks": 1,
    "buttons": 29,
    "inaccessibleButtons": 14,
    "images": 71,
    "imagesWithAlt": 71,
    "autocompleteInputs": 2,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 2
  }
}

AI DiscoverabilityDiscoverabilityEstablished

Sitemap

Sitemap is missing or incomplete.

33 Fail

Needs attention

Sitemap

Failed check

Issue

No valid XML sitemap found at checked locations: https://www.tanium.com/sitemap.xml, https://www.tanium.com/sitemap.xml, https://www.tanium.com/sitemap_index.xml, https://www.tanium.com/sitemap-index.xml.

Why it matters

Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.

Check name

Sitemap

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Publish a sitemap and reference it from robots.txt.

Result

Sitemap is missing or incomplete.

Evidence

{
  "checked": [
    "https://www.tanium.com/sitemap.xml",
    "https://www.tanium.com/sitemap.xml",
    "https://www.tanium.com/sitemap_index.xml",
    "https://www.tanium.com/sitemap-index.xml"
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": "frame-ancestors 'self' http://tanium.lookbookhq.com https://tanium.lookbookhq.com http://tanium.pathfactory.com https://tanium.pathfactory.com *.tanium.com"
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

25 Fail

Needs attention

HSTS header

Failed check

Issue

HSTS header is missing or incomplete.

Why it matters

HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.

Check name

HSTS header

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Require HTTPS for repeat visits with Strict-Transport-Security.

Result

HSTS header is missing or incomplete.

Evidence

{
  "header": "strict-transport-security",
  "value": null
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

{
  "header": "referrer-policy",
  "value": null
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

X-Content-Type-Options is missing or incomplete.

25 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

X-Content-Type-Options is missing or incomplete.

Why it matters

X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

X-Content-Type-Options is missing or incomplete.

Evidence

{
  "header": "x-content-type-options",
  "value": null
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Validate resource body".

17 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

Response is not valid JSON.

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

50/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

Web Bot Auth request signing failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/http-message-signatures-directory",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Validate resource body".

16 Fail

Needs attention

MCP Server Card

Failed check

Issue

Response is not valid JSON.

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

38/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    },
    {
      "id": "endpoint-verification",
      "title": "Verify advertised MCP transport endpoints",
      "status": "fail",
      "evidence": {
        "probes": []
      },
      "issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
      "howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
    },
    {
      "id": "tool-execution",
      "title": "Verify advertised MCP tool execution",
      "status": "warning",
      "evidence": {
        "probes": []
      },
      "issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
      "howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.

Result

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

Validation steps

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.tanium.com",
        "probes": [
          {
            "name": "_index._agents.www.tanium.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.tanium.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "www.tanium.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "tanium.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate resource body".

13 Fail

Needs attention

Agent Skills index

Failed check

Issue

Response is not valid JSON.

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

33/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-skills/index.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    },
    {
      "id": "skill-documents",
      "title": "Fetch advertised SKILL.md files",
      "status": "fail",
      "evidence": {
        "checkedCount": 0,
        "totalCount": 0,
        "checked": []
      },
      "issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
      "howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Validate resource body".

13 Fail

Needs attention

mcp.json

Failed check

Issue

Response is not valid JSON.

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

50/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

mcp.json failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Validate resource body".

13 Fail

Needs attention

WebMCP manifest

Failed check

Issue

Response is not valid JSON.

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

50/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/webmcp.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="q"> is missing a label.
<input name="q"> is missing tool-param-description.
<select name="sources"> is missing a label.
<select name="sources"> is missing tool-param-description.
<input name="ot-group-id-C0005"> is missing tool-param-description.
<input name="ot-group-id-C0003"> is missing tool-param-description.
<input name="ot-group-id-C0004"> is missing tool-param-description.
<input name="ot-group-id-C0002"> is missing tool-param-description.
<input name="vendor-search-handler"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 172,
        "interactiveWithTags": 0,
        "totalCount": 173,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"q\"> is missing a label.",
          "<input name=\"q\"> is missing tool-param-description.",
          "<select name=\"sources\"> is missing a label.",
          "<select name=\"sources\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0005\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 17,
        "issues": [
          "<input name=\"q\"> is missing a label.",
          "<input name=\"q\"> is missing tool-param-description.",
          "<select name=\"sources\"> is missing a label.",
          "<select name=\"sources\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0005\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"q\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"q\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select name=\"sources\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<select name=\"sources\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0005\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0003\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0004\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0002\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 172,
        "interactiveWithTags": 0,
        "totalCount": 173,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"q\"> is missing a label.",
          "<input name=\"q\"> is missing tool-param-description.",
          "<select name=\"sources\"> is missing a label.",
          "<select name=\"sources\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0005\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 1,
    "formsWithTags": 0,
    "totalInteractive": 172,
    "interactiveWithTags": 0,
    "totalCount": 173,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"q\"> is missing a label.",
      "<input name=\"q\"> is missing tool-param-description.",
      "<select name=\"sources\"> is missing a label.",
      "<select name=\"sources\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0005\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
      "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Validate resource body".

10 Fail

Needs attention

A2A Agent Card

Failed check

Issue

Response is not valid JSON.

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

50/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-card.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Validate resource body".

10 Fail

Needs attention

agent.json

Failed check

Issue

Response is not valid JSON.

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

50/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

agent.json failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

agents.json failed at "Validate resource body".

10 Fail

Needs attention

agents.json

Failed check

Issue

Response is not valid JSON.

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

50/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

agents.json failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agents.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 53/100 and needs improvement.

7 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: endpoint, intelligence, control.

Details

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

53/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Entity clarity scored 53/100 and needs improvement.

Evidence

{
  "title": "Autonomous IT, endpoint intelligence and control",
  "h1": "",
  "description": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.",
  "topicOverlap": 0.25,
  "topicTerms": [
    "autonomous",
    "endpoint",
    "intelligence",
    "control"
  ],
  "descriptionTerms": [
    "protect",
    "security",
    "conscious",
    "organizations",
    "real",
    "time",
    "platform",
    "delivers",
    "autonomous",
    "solutions",
    "empowers",
    "ecosystem",
    "enables",
    "mitigate",
    "risk",
    "maintain",
    "highest",
    "levels",
    "operational"
  ],
  "missingFromDescription": [
    "endpoint",
    "intelligence",
    "control"
  ],
  "score": 53,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 60/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning

Issue

Missing AIO trust signals: author, publisher.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Source and trust signals scored 60/100 and needs improvement.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2020-01-10T20:34:46+00:00",
    "2026-06-05T15:38:02+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "Company",
      "html": "<a class=\"link\" href=\"#\" title=\"Company\" role=\"menuitem\" aria-haspopup=\"true\">Company</a>"
    },
    {
      "href": "/about/",
      "text": "About Tanium",
      "html": "<a href=\"/about/\" title=\"About Tanium\" class=\"submenu-secondary-link submenu-secondary-link-compact\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/company-about.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">About Tanium <i class=\"fak fa-icon-arrow\"></i></span> </span> </a>"
    },
    {
      "href": "https://www.linkedin.com/company/tanium/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/tanium/\" title=\"LinkedIn\"><i class=\"fa-brands fa-linkedin-in\"></i></a>"
    },
    {
      "href": "/about/",
      "text": "About Tanium",
      "html": "<a class=\"link\" href=\"/about/\" title=\"About Tanium\">About Tanium</a>"
    },
    {
      "href": "/about/security/",
      "text": "Security",
      "html": "<a href=\"/about/security/\" title=\"Security\">Security</a>"
    },
    {
      "href": "/about/sustainability/",
      "text": "Sustainability",
      "html": "<a href=\"/about/sustainability/\" title=\"Sustainability\">Sustainability</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center",
      "html": "<a class=\"drop-down-item \" href=\"https://help.tanium.com/\" title=\"Resource Center\" role=\"menuitem\">Resource Center</a>"
    },
    {
      "href": "/solutions/",
      "text": "How we can help",
      "html": "<a href=\"/solutions/\" title=\"How we can help\" class=\"refresh-button primary has-arrow\" role=\"menuitem\"><span>How we can help</span><img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\"></a>"
    },
    {
      "href": "/user-research/",
      "text": "User Research Help guide how we protect and empower users like you",
      "html": "<a href=\"/user-research/\" title=\"User Research\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/user-research.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">User Research <i class=\"fak fa-icon-arrow\"></i></span> <span class=\"submenu-secondary-link-desc\">Help guide how we protect and empower users like you</span> </span> </a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center Technical knowledge base for the Tanium platform",
      "html": "<a href=\"https://help.tanium.com/\" title=\"Resource Center\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/resource-center.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">Resource Center <i class=\"fak fa-icon-arrow external-link\"></i></span> <span class=\"submenu-secondary-link-desc\">Technical knowledge base for the Tanium platform</span> </span> </a>"
    },
    {
      "href": "https://help.tanium.com/bundle/userguides/page/userguides/index.html",
      "text": "User Guides Practical how-to guides for the Tanium platform",
      "html": "<a href=\"https://help.tanium.com/bundle/userguides/page/userguides/index.html\" title=\"User Guides\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/user-guides.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">User Guides <i class=\"fak fa-icon-arrow external-link\"></i></span> <span class=\"submenu-secondary-link-desc\">Practical how-to guides for the Tanium platform<..."
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"/contact-us/\" title=\"Contact Us\" class=\"submenu-secondary-link submenu-secondary-link-compact\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/company-contact.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">Contact Us <i class=\"fak fa-icon-arrow\"></i></span> </span> </a>"
    },
    {
      "href": "/contact-us",
      "text": "Contact us",
      "html": "<a href=\"/contact-us\" title=\"Contact us\" class=\"refresh-button secondary\"><span>Contact us</span></a>"
    },
    {
      "href": "/contact-us",
      "text": "Contact us",
      "html": "<a href=\"/contact-us\" title=\"Contact us\" class=\"refresh-button secondary\"><span>Contact us</span></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact us",
      "html": "<a href=\"/contact-us/\" class>Contact us</a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Support",
      "html": "<a class=\"link\" href=\"https://help.tanium.com/\" title=\"Support\">Support</a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center",
      "html": "<a href=\"https://help.tanium.com/\" title=\"Resource Center\">Resource Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/privacy-policy/\" title=\"Privacy Policy\">Privacy Policy</a>"
    },
    {
      "href": "/terms-of-use/",
      "text": "Terms of Use",
      "html": "<a href=\"/terms-of-use/\" title=\"Terms of Use\">Terms of Use</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

2 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer-first sections scored 65/100 and needs improvement.

Evidence

{
  "sectionCount": 3,
  "passing": 1,
  "failing": [
    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cookie List",
      "headingHtml": "<h3>Cookie List</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

No question-led h2 sections or FAQ pattern was detected.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence

{
  "h2Count": 1,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 60/100 and needs improvement.

3 Warning

Needs attention

AEO: Answer evidence and trust

Warning

Issue

Missing AIO trust signals: author, publisher.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer evidence and trust scored 60/100 and needs improvement.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2020-01-10T20:34:46+00:00",
    "2026-06-05T15:38:02+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "Company",
      "html": "<a class=\"link\" href=\"#\" title=\"Company\" role=\"menuitem\" aria-haspopup=\"true\">Company</a>"
    },
    {
      "href": "/about/",
      "text": "About Tanium",
      "html": "<a href=\"/about/\" title=\"About Tanium\" class=\"submenu-secondary-link submenu-secondary-link-compact\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/company-about.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">About Tanium <i class=\"fak fa-icon-arrow\"></i></span> </span> </a>"
    },
    {
      "href": "https://www.linkedin.com/company/tanium/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/tanium/\" title=\"LinkedIn\"><i class=\"fa-brands fa-linkedin-in\"></i></a>"
    },
    {
      "href": "/about/",
      "text": "About Tanium",
      "html": "<a class=\"link\" href=\"/about/\" title=\"About Tanium\">About Tanium</a>"
    },
    {
      "href": "/about/security/",
      "text": "Security",
      "html": "<a href=\"/about/security/\" title=\"Security\">Security</a>"
    },
    {
      "href": "/about/sustainability/",
      "text": "Sustainability",
      "html": "<a href=\"/about/sustainability/\" title=\"Sustainability\">Sustainability</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center",
      "html": "<a class=\"drop-down-item \" href=\"https://help.tanium.com/\" title=\"Resource Center\" role=\"menuitem\">Resource Center</a>"
    },
    {
      "href": "/solutions/",
      "text": "How we can help",
      "html": "<a href=\"/solutions/\" title=\"How we can help\" class=\"refresh-button primary has-arrow\" role=\"menuitem\"><span>How we can help</span><img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\"></a>"
    },
    {
      "href": "/user-research/",
      "text": "User Research Help guide how we protect and empower users like you",
      "html": "<a href=\"/user-research/\" title=\"User Research\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/user-research.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">User Research <i class=\"fak fa-icon-arrow\"></i></span> <span class=\"submenu-secondary-link-desc\">Help guide how we protect and empower users like you</span> </span> </a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center Technical knowledge base for the Tanium platform",
      "html": "<a href=\"https://help.tanium.com/\" title=\"Resource Center\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/resource-center.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">Resource Center <i class=\"fak fa-icon-arrow external-link\"></i></span> <span class=\"submenu-secondary-link-desc\">Technical knowledge base for the Tanium platform</span> </span> </a>"
    },
    {
      "href": "https://help.tanium.com/bundle/userguides/page/userguides/index.html",
      "text": "User Guides Practical how-to guides for the Tanium platform",
      "html": "<a href=\"https://help.tanium.com/bundle/userguides/page/userguides/index.html\" title=\"User Guides\" class=\"submenu-secondary-link\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/user-guides.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">User Guides <i class=\"fak fa-icon-arrow external-link\"></i></span> <span class=\"submenu-secondary-link-desc\">Practical how-to guides for the Tanium platform<..."
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"/contact-us/\" title=\"Contact Us\" class=\"submenu-secondary-link submenu-secondary-link-compact\" role=\"menuitem\"> <span class=\"submenu-secondary-link-icon\"><img src=\"/core/images/nav-icons/company-contact.svg\" alt></span> <span class=\"submenu-secondary-link-content\"> <span class=\"submenu-secondary-link-title\">Contact Us <i class=\"fak fa-icon-arrow\"></i></span> </span> </a>"
    },
    {
      "href": "/contact-us",
      "text": "Contact us",
      "html": "<a href=\"/contact-us\" title=\"Contact us\" class=\"refresh-button secondary\"><span>Contact us</span></a>"
    },
    {
      "href": "/contact-us",
      "text": "Contact us",
      "html": "<a href=\"/contact-us\" title=\"Contact us\" class=\"refresh-button secondary\"><span>Contact us</span></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact us",
      "html": "<a href=\"/contact-us/\" class>Contact us</a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Support",
      "html": "<a class=\"link\" href=\"https://help.tanium.com/\" title=\"Support\">Support</a>"
    },
    {
      "href": "https://help.tanium.com/",
      "text": "Resource Center",
      "html": "<a href=\"https://help.tanium.com/\" title=\"Resource Center\">Resource Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/privacy-policy/\" title=\"Privacy Policy\">Privacy Policy</a>"
    },
    {
      "href": "/terms-of-use/",
      "text": "Terms of Use",
      "html": "<a href=\"/terms-of-use/\" title=\"Terms of Use\">Terms of Use</a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 61/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: endpoint, intelligence, control.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

61/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Entity and definition clarity scored 61/100 and needs improvement.

Evidence

{
  "title": "Autonomous IT, endpoint intelligence and control",
  "h1": "",
  "description": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.",
  "topicOverlap": 0.25,
  "definitionCount": 9,
  "topicTerms": [
    "autonomous",
    "endpoint",
    "intelligence",
    "control"
  ],
  "descriptionTerms": [
    "protect",
    "security",
    "conscious",
    "organizations",
    "real",
    "time",
    "platform",
    "delivers",
    "autonomous",
    "solutions",
    "empowers",
    "ecosystem",
    "enables",
    "mitigate",
    "risk",
    "maintain",
    "highest",
    "levels",
    "operational"
  ],
  "missingFromDescription": [
    "endpoint",
    "intelligence",
    "control"
  ],
  "score": 61,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

GEO: Explanatory content depth scored 75/100 and needs improvement.

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

5 explanatory paragraph(s) could be stronger for citation or AI extraction.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Explanatory content depth scored 75/100 and needs improvement.

Evidence

{
"candidatePassages": 6,
"citablePassages": 1,
"failingCandidateParagraphs": [
{
"index": 9,
"heading": "H4: Social Media Cookies",
"text": "These cookies are set by a range of social media services that we have added to the site to enable you to share our content with your friends and networks. They are capable of tracking your browser across other sites and building up a profile of your interests. This may impact the content and messages you see on other websites you visit. If you do not allow these cookies you may not be able to use or see these sha...",
"words": 81,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0005\">These cookies are set by a range of social media services that we have added to the site to enable you to share our content with your friends and networks. They are capable of tracking your browser across other sites and building up a profile of your interests. This may impact the content and messages you see on other websites you visit. If you do not allow these cookies you may not be able to use or see these sharing tools.</p>"
},
{
"index": 10,
"heading": "H4: Functional Cookies",
"text": "These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.",
"words": 48,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (48 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.</p>"
},
{
"index": 11,
"heading": "H4: Strictly Necessary Cookies",
"text": "These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store a...",
"words": 80,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0001\">These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store any personally i..."
},
{
"index": 12,
"heading": "H4: Targeting Cookies",
"text": "These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.",
"words": 65,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (65 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0004\">These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.</p>"
},
{
"index": 13,
"heading": "H4: Performance Cookies",
"text": "These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor...",
"words": 78,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (78 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0002\">These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance..."
}
],
"citableParagraphs": [
{
"index": 8,
"heading": "Before first heading",
"text": "Gartner, Magic Quadrant for Digital Employee Experience, Dan Wilson, Tom Cipolla, Stuart Downes, Autumn Stanish, Lina Al Dana, 26 August 2024 GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and Magic Quadrant and Hype Cycle are registered trademarks of Gartner, Inc. and/or its affiliates and are used herein with permission. All rights reser...",
"words": 143,
"hasEvidence": true,
"reasons": [],
"html": "<p class=\"gartner-footnote\">Gartner, Magic Quadrant for Digital Employee Experience, Dan Wilson, Tom Cipolla, Stuart Downes, Autumn Stanish, Lina Al Dana, 26 August 2024 <br><br>GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and Magic Quadrant and Hype Cycle are registered trademarks of Gartner, Inc. and/or its affiliates and are used herein with permission. All rights reserved. <br><br>Gartner does not endorse any ve..."
}
],
"score": 75,
"weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

2 structured-data value(s) were not found in visible page text.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Visible structured data match

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Visible structured data match scored 80/100 and needs improvement.

Evidence

{
  "schemaCount": 5,
  "checkedFields": [
    {
      "path": "$[0].@graph[0].name",
      "value": "Tanium"
    },
    {
      "path": "$[0].@graph[1].name",
      "value": "Tanium"
    },
    {
      "path": "$[0].@graph[1].description",
      "value": "Unified Endpoint Management and Security"
    },
    {
      "path": "$[0].@graph[3].name",
      "value": "Autonomous IT, endpoint intelligence and control | Tanium"
    },
    {
      "path": "$[0].@graph[3].description",
      "value": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence."
    },
    {
      "path": "$[1].name",
      "value": "Tanium"
    },
    {
      "path": "$[2].name",
      "value": "Tanium"
    },
    {
      "path": "$[2].description",
      "value": "Unified Endpoint Management and Security"
    },
    {
      "path": "$[4].name",
      "value": "Autonomous IT, endpoint intelligence and control | Tanium"
    },
    {
      "path": "$[4].description",
      "value": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence."
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[3].description",
      "value": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence."
    },
    {
      "path": "$[4].description",
      "value": "We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence."
    }
  ],
  "score": 80,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 9,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

71 image(s) are missing width/height attributes. 3 possible modal/interstitial element(s) detected.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 70/100 and needs improvement.

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1.0",
  "visibleWords": 1251,
  "htmlBytes": 271289,
  "imagesMissingDimensions": [
    {
      "src": "/core/images/header-logo.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/header-logo.svg\" alt=\"Tanium\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/endpoint-management.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/endpoint-management.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/exposure-management.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/exposure-management.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/security-operations.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/security-operations.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/tanium-ai.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/tanium-ai.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/integrations.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/integrations.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/microsoft.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/microsoft.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/servicenow.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/servicenow.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/endpoint-performance-optimization.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/endpoint-performance-optimization.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/asset-visibility.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/asset-visibility.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/continuous-security.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/continuous-security.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/patch-management.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/patch-management.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/enterprise-app.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/enterprise-app.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/education.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/education.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/energy.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/energy.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/financial-services.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/financial-services.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/federal-government.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/federal-government.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/healthcare.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/healthcare.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/manufacturing.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/manufacturing.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/state-local-gov.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/state-local-gov.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/retail.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/retail.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/technology.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/technology.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/best-buy.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/best-buy.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/jll.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/jll.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/learn-with-tanium.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/learn-with-tanium.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/get-certified.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/get-certified.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/user-research.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/user-research.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resource-center.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resource-center.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/user-guides.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/user-guides.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/developer-portal.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/developer-portal.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/become-a-partner.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/become-a-partner.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/partner-portal.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/partner-portal.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/learning-hub.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/learning-hub.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/partner-certified.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/partner-certified.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/find-a-partner.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/find-a-partner.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/microsoft.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/microsoft.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/servicenow.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/servicenow.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/resources-blog.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-blog.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resources-magazine.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-magazine.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resources-podcast.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-podcast.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resources-downloads.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-downloads.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resources-video.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-video.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/resources-events.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/resources-events.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/nav-icons/company-about.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-about.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-leadership.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-leadership.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-careers.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-careers.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-newsroom.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-newsroom.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-contact.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-contact.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-locations.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-locations.svg\" alt>"
    },
    {
      "src": "/core/images/nav-icons/company-analyst-recognition.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/nav-icons/company-analyst-recognition.svg\" alt>"
    },
    {
      "src": "https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cms.tanium.com/wp-content/uploads/Logo_Forrester-1.png\" alt class=\"submenu-announcement-logo\">"
    },
    {
      "src": "/core/images/cta_arrow_white.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_white.svg\" alt class=\"submenu-announcement-arrow\">"
    },
    {
      "src": "/core/images/header-logo.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/header-logo.svg\" alt=\"Tanium\">"
    },
    {
      "src": "/core/images/cta_arrow_red.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/core/images/cta_arrow_red.svg\" alt=\"icon-right-arrow\">"
    },
    {
      "src": "https://cdn.cookielaw.org/logos/31c633e1-37d0-47f6-97a0-a7c60a90dcb5/018fa0c0-184c-7664-a97a-7a27e3c4c633/17283919-8a1c-404b-88a1-905e2cc8c41b/Tanium-120x40-Red.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img alt=\"Tanium\" src=\"https://cdn.cookielaw.org/logos/31c633e1-37d0-47f6-97a0-a7c60a90dcb5/018fa0c0-184c-7664-a97a-7a27e3c4c633/17283919-8a1c-404b-88a1-905e2cc8c41b/Tanium-120x40-Red.png\">"
    },
    {
      "src": "https://cdn.cookielaw.org/logos/static/powered_by_logo.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img alt=\"Powered by Onetrust\" src=\"https://cdn.cookielaw.org/logos/static/powered_by_logo.svg\" title=\"Powered by OneTrust Opens in a new Tab\">"
    }
  ],
  "possibleDialogs": [
    "<div role=\"dialog\" aria-label=\"Privacy\"><div class=\"ot-sdk-container\"><div class=\"ot-sdk-row\"><div id=\"onetrust-group-container\" class=\"ot-sdk-eight ot-sdk-columns\"><div class=\"banner_logo\"></div><div id=\"onetrust-policy\"><div id=\"onetrust-policy-text\">By clicking &#x201c;Accept All Cookies&#x201d;, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. <a class=\"ot-cookie-policy-link\" href=\"https://www.tanium.co...",
    "<div role=\"dialog\" aria-modal=\"true\" style=\"height: 100%;\" aria-label=\"Privacy Preference Center\"><!-- Close Button --><div class=\"ot-pc-header\"><!-- Logo Tag --><div class=\"ot-pc-logo\"><img alt=\"Tanium\" src=\"https://cdn.cookielaw.org/logos/31c633e1-37d0-47f6-97a0-a7c60a90dcb5/018fa0c0-184c-7664-a97a-7a27e3c4c633/17283919-8a1c-404b-88a1-905e2cc8c41b/Tanium-120x40-Red.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close preference center\" style=\"background-image...",
    "<section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><div id=\"ot-filter-list-header\"></div><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\" role=\"group\" aria-labelledby=\"ot-filter-list-header\"><ul class=\"ot-fltr-opts\"><li class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</sp..."
  ],
  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

AIO: Answer block readiness scored 65/100 and needs improvement.

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

2 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Answer block readiness scored 65/100 and needs improvement.

Evidence

{
  "sectionCount": 3,
  "passing": 1,
  "failing": [
    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cookie List",
      "headingHtml": "<h3>Cookie List</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence

{
  "headings": [
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Autonomous IT, endpoint intelligence and control work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Autonomous IT, endpoint intelligence and control free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Autonomous IT, endpoint intelligence and control compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Autonomous IT, endpoint intelligence and control work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Autonomous IT, endpoint intelligence and control free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Autonomous IT, endpoint intelligence and control compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 109824
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 109824
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 109824
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Autonomous IT, endpoint intelligence and control work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Autonomous IT, endpoint intelligence and control free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Autonomous IT, endpoint intelligence and control compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Autonomous IT, endpoint intelligence and control work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Autonomous IT, endpoint intelligence and control?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Autonomous IT, endpoint intelligence and control free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Autonomous IT, endpoint intelligence and control compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.

Why it matters

Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.

Result

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Validate agent_auth authorization metadata
Response is not valid JSON.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=UTF-8",
        "length": 109824,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 55573,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "https://gmpg.org/xfn/11\">",
            "/x-icon",
            "/core/images/favicon.ico",
            "/title",
            "/ld+json",
            "/schema.org",
            "/www.tanium.com",
            "/www.tanium.com",
            "/x.com",
            "/tanium"
          ],
          "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>404 | Tanium</title>\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"noindex, follow\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:title\" content=\"Page Not Found | Tanium\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n  "
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": true,
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8",
        "length": 133554,
        "text": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"robots\" content=\"max-image-preview:large\" />\r\n                    <meta name=\"robots\" content=\"index, follow\" />\r\n                    <meta name=\"googlebot\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" /><meta name=\"bingbot\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" />\r\n                    <link rel=\"canonical\" href=\"https://www.tanium.com/\" />\r\n                    <meta property=\"og:locale\" content=\"en_US\" />\r\n                    <meta property=\"og:type\" content=\"website\" />\r\n                    <meta property=\"og:title\" content=\"Autonomous IT, endpoint intelligence and control | Tanium\" />\r\n                    <meta property=\"og:description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta property=\"og:url\" content=\"https://www.tanium.com/\" />\r\n                    <meta property=\"og:site_name\" content=\"Tanium\" />\r\n                    <meta property=\"article:modified_time\" content=\"2026-06-10T11:26:00+00:00\" />\r\n                    <meta property=\"og:image\" content=\"https://cms.tanium.com/wp-content/uploads/Default_Tanium_Meta-2026.jpg\" />\r\n                    <meta property=\"og:image:width\" content=\"1200\" />\r\n\t                <meta property=\"og:image:height\" content=\"628\" />\r\n                    <meta name=\"twitter:card\" content=\"summary_large_image\" />\r\n                    \r\n                    \r\n                    \r\n                    <meta name=\"twitter:site\" content=\"@Tanium\" />\r\n                    <meta name=\"twitter:creator\" content=\"@Tanium\" />\r\n                    <script type=\"application/ld+json\">{\"@context\":\"https:\\/\\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\\/\\/www.tanium.com\\/#organization\",\"name\":\"Tanium\",\"url\":\"https:\\/\\/www.tanium.com\",\"sameAs\":[\"https:\\/\\/x.com\\/tanium\",\"https:\\/\\/www.linkedin.com\\/company\\/tanium\\/\",\"https:\\/\\/www.youtube.com\\/c\\/Tanium_Inc\",\"https:\\/\\/www.instagram.com\\/taniuminc\\/\"],\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\/\\/www.tanium.com\\/#logo\",\"inLanguage\":\"en-US\",\"url\":\"https:\\/\\/cms.tanium.com\\/wp-content\\/uploads\\/Tanium-Logo.jpg\",\"width\":250,\"height\":45,\"caption\":\"Tanium\"},\"image\":{\"@id\":\"https:\\/\\/www.tanium.com\\/#logo\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\\/\\/www.tanium.com\\/#website\",\"url\":\"https:\\/\\/www.tanium.com\",\"name\":\"Tanium\",\"description\":\"Unified Endpoint Management and Security\",\"publisher\":{\"@id\":\"https:\\/\\/www.tanium.com\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\\/\\/www.tanium.com\\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\\/\\/www.tanium.com\\/#primaryimage\",\"inLanguage\":\"en-US\",\"url\":\"https:\\/\\/cms.tanium.com\\/wp-content\\/uploads\\/Default_Tanium_Meta-2026.jpg\",\"width\":1200,\"height\":628,\"caption\":\"Tanium Meta image\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\/\\/www.tanium.com\\/#webpage\",\"url\":\"https:\\/\\/www.tanium.com\\/\",\"name\":\"Autono"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Q&A and FAQ opportunities

GEO: Q&A and FAQ opportunities is informational for this page.

Informational

Needs attention

GEO: Q&A and FAQ opportunities

Informational

Issue

1 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.

Details

Why it matters

Check name

GEO: Q&A and FAQ opportunities

Score

75/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Q&A and FAQ opportunities is informational for this page.

Evidence

{
  "h2Count": 1,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "Privacy Preference Center",
      "isQuestion": false,
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "score": 75,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

Response is not valid JSON.

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

Validate resource body
Response is not valid JSON.
Probe authorization endpoint with an authorization-code request
authorization_endpoint is missing from discovery metadata.
Reject unregistered authorization redirects
authorization_endpoint is missing from discovery metadata.
Probe token endpoint with advertised grant type
token_endpoint is missing from discovery metadata.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/openid-configuration",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    },
    {
      "id": "authorization-endpoint",
      "title": "Probe authorization endpoint with an authorization-code request",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "authorization_endpoint is missing from discovery metadata.",
      "howToFix": "Advertise only implemented OAuth/OIDC endpoints."
    },
    {
      "id": "authorization-redirect-safety",
      "title": "Reject unregistered authorization redirects",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "authorization_endpoint is missing from discovery metadata.",
      "howToFix": "Validate clients and redirect_uri values before redirecting."
    },
    {
      "id": "token-endpoint",
      "title": "Probe token endpoint with advertised grant type",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "token_endpoint is missing from discovery metadata.",
      "howToFix": "Advertise only implemented OAuth/OIDC endpoints."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

Response is not valid JSON.

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "metadata",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\r\n<html lang=\"en\">    <head>\r\n        <meta charset=\"UTF-8\">\r\n        <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n        <meta http-equiv=\"X-UA-Compatible\" content=\"ie=edge\">\r\n        <link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\r\n        <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/core/images/favicon.ico\">\r\n        \r\n                    <title>Autonomous IT, endpoint intelligence and control </title>\r\n                    <meta name=\"description\" content=\"We protect security-conscious organizations as the real-time platform for AI that delivers autonomous solutions, empowers the AI ecosystem, and enables organizations to mitigate risk and maintain the highest levels of operational confidence.\" />\r\n                    <meta name=\"ro"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.tanium.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.tanium.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.tanium.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.tanium.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

Performance and AccessibilityAccessibilityBrowser audit

Elements with visible text labels do not have matching accessible names.

100 Fail

Check name

Elements with visible text labels do not have matching accessible names.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch)."
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

4 links found

Fix guidance

Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "displayValue": "4 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Layout shift culprits

14 Fail

Check name

Layout shift culprits

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Layout shifts occur when elements move absent any user interaction. [Investigate the causes of layout shifts](https://developer.chrome.com/docs/performance/insights/cls-culprit), such as elements being added, removed, or their fonts changing as the page loads.

References

https://web.dev/learn/performance/

Evidence

{
  "description": "Layout shifts occur when elements move absent any user interaction. [Investigate the causes of layout shifts](https://developer.chrome.com/docs/performance/insights/cls-culprit), such as elements being added, removed, or their fonts changing as the page loads."
}

Performance and AccessibilityPerformanceBrowser audit

Network dependency tree

14 Fail

Check name

Network dependency tree

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.

References

https://web.dev/learn/performance/

Evidence

{
  "description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

14 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 811 KiB

Fix guidance

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 811 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 300
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

14 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 557 KiB

Fix guidance

A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 557 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

9 Fail

Check name

Loading performance

Score

35/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

References

https://web.dev/learn/performance/

Evidence

{
  "checks": [
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "8.9 s",
      "numericValue": 8900.61597153364
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "5,400 ms",
      "numericValue": 5398.358529687141
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 1,
      "displayValue": "7.8 s",
      "numericValue": 7847.539419120221
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 7
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 77,
      "displayValue": "1.2 s",
      "numericValue": 1161.1144918617929
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "50 ms",
      "numericValue": 48.92526
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "870 ms",
      "numericValue": 873.9999999999991
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 3,
      "displayValue": "10.6 s",
      "numericValue": 10643.050794216155
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

7 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 4,011 KiB

Fix guidance

Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Total size was 4,011 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 4107254
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

7 Warning

Check name

Improve image delivery

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 261 KiB

Fix guidance

Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 261 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 11, 2026	39/100	Level 2, Agent-Limited	Current report