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https://www.nvidia.com/en-in/
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54/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability48%Agent Easeof Use6%Security& Trust40%GEO, AIO, AEO72%SEO85%Performance& Accessibility70%
  • AI Discoverability 48 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 40 out of 100
  • GEO, AIO and AEO 72 out of 100
  • SEO 85 out of 100
  • Performance and Accessibility 70 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

World Leader in Artificial Intelligence Computing | NVIDIA

NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.

Next step

Turn this report into a fix workflow

25 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
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
48
Priority fix10131View details
Discoverability
50
Needs work450View details
Content Readiness
58
Needs work551View details
Bot Access Control
33
Priority fix130View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
72
Needs work6211View details
GEO Readiness
81
Mostly ready203
AIO Readiness
78
Mostly ready313View details
AEO Readiness
58
Needs work115View details
SEO
85
Mostly ready920View details
SEO
85
Mostly ready920View details
Security & Trust
40
Priority fix630View details
Security & Trust
40
Priority fix230View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
70
Needs work2260View details
Performance
56
Needs work1250View details
Accessibility
96
Strong1010View details

Prioritized recommendations

Issues ranked by score impact

47 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. Fetch advertised API catalog targets

    API Catalog did not expose any same-origin hrefs to validate.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 403,
        "contentType": "application/xml"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "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": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "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 ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

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
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

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.

02

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

  1. 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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 200,
            "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": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
          }
        ]
      },
      "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."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Fetch to find resource".

50 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

Web Bot Auth request signing was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Web Bot Auth request signing was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

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' *.awsapps.nvidia.com *.nvidia.com https://widget.stackla.com https://app-sj14.marketo.com https://www.youtube.com https://www.quadro-selector.com http://player.youku.com https://player.youku.com https://live.nvidia-china.com https://www.google.com *.nvidia.cn https://events.rainfocus.com https://www.twitch.tv https://store.nvidia.ru https://store.nvidia.in *.geforcenow.com https://salespro.hpe.com https://hpe.seismic.com https://cms.nvidia-docs-uat.lower.k3.m1.brightspot.cloud https://cms.nvidia-docs-qa3.lower.k3.m1.brightspot.cloud https://events.rainfocus.com https://docs.nvidia-docs-uat.lower.k3.m1.brightspot.cloud https://docs.nvidia-docs-qa3.lower.k3.m1.brightspot.cloud https://nvfile;"
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

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": [
    "Corporation"
  ]
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

33 Fail

Needs attention

HSTS header

Failed check
01

Issue

HSTS header is missing or incomplete.

02

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
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

33 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

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

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. 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 ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

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

02

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

  1. Markdown content type

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

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".

  3. 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": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"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": 68498,
        "excerpt": "<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-in\" xml:lang=\"en-in\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"h",
        "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 DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

33 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

02

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence
{
  "found": [],
  "allTypes": [
    "Corporation"
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

33 Fail

Needs attention

Referrer-Policy

Failed check
01

Issue

Referrer-Policy is missing or incomplete.

02

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
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: missing <main> landmark; missing <footer> landmark; invalid h1 (found 0); 5 links missing accessible names; 5 buttons missing accessible names; 0/1 applicable form inputs have autocomplete attributes (1 missing).

Details

02

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": false,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"#\" class=\"search-abort\" role=\"search\"> <svg class=\"n24-icon mega-nav-close-menu-icon\" aria-labelledby=\"search\"> <use xlink:href=\"#n24-close\"/> </svg> </a>",
      "<a href=\"#\" class=\"search-abort\"> <svg class=\"n24-icon mega-nav-close-menu-icon\" aria-labelledby=\"search\"> <use xlink:href=\"#n24-close\"/> </svg> </a>",
      "<a href=\"https://www.instagram.com/nvidia/?hl=en\" class=\"page-footer__social__link\" target=\"_blank\"> <i class=\"fa-brands fa-instagram\" title=\"Instagram\"></i> </a>",
      "<a href=\"https://www.linkedin.com/company/nvidia/\" class=\"page-footer__social__link\" target=\"_blank\"> <i class=\"fa-brands fa-linkedin-in\" title=\"LinkedIn\"></i> </a>",
      "<a href=\"https://www.youtube.com/user/nvidia\" class=\"page-footer__social__link\" target=\"_blank\"> <i class=\"fa-brands fa-youtube\" title=\"YouTube\"></i> </a>"
    ],
    "inaccessibleButtons": [
      "<button class=\"close-button\"> <span class=\"fa-light fa-xmark-large\"></span> </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-C0002\" aria-labelledby=\"ot-header-id-C0002\"></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-C0004\" aria-labelledby=\"ot-header-id-C0004\"></button>"
    ],
    "missingAutocompleteInputs": [
      "<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search&#x2026;\" aria-label=\"Cookie list search\">"
    ],
    "imagesMissingAlt": [
      "<img src=\"https://www.nvidia.com/akam/13/pixel_1fdc49b4?a=dD1hYThiMjFhNTQ2MTM4MDg0ODBkMDUwOGExOTgxZjJkY2E0YWI3NTNhJmpzPW9mZg==\" style=\"visibility: hidden; position: absolute; left: -999px; top: -999px;\">"
    ],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 0,
    "headings": 95,
    "links": 631,
    "inaccessibleLinks": 5,
    "buttons": 87,
    "inaccessibleButtons": 5,
    "images": 89,
    "imagesWithAlt": 88,
    "autocompleteInputs": 1,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 1
  }
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Fetch to find resource".

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

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

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Fetch to find resource".

25 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "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 "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Fetch to find resource".

20 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "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 Skills index

Agent Skills index failed at "Fetch to find resource".

20 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not found at the expected path.

02

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

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Agent Skills index was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Fetch to find resource".

20 Fail

Needs attention

agent.json

Failed check
01

Issue

agent.json was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    agent.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "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 "Fetch to find resource".

20 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json was not found at the expected path.

02

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    agents.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

17 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD.

02

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

50/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": "Thu, 11 Jun 2026 12:51:31 GMT",
  "schemaDates": [],
  "metaDateCount": 3,
  "timeDateCount": 0
}

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
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

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

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. 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.nvidia.com",
        "probes": [
          {
            "name": "_index._agents.www.nvidia.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.nvidia.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.nvidia.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "nvidia.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 UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning
01

Issue

WebMCP declarative annotations need fixes.

Details

02

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

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <select> is missing a name attribute.
    • <select> is missing tool-param-description.
    • <input name="nv-tab-level-1"> is missing tool-param-description.
    • <input name="nv-tab-level-1"> is missing tool-param-description.
    • <input name="nv-tab-level-1"> is missing tool-param-description.
    • <input name="ot-group-id-C0002"> 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="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.

  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. 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": 0,
        "formsWithTags": 0,
        "totalInteractive": 730,
        "interactiveWithTags": 0,
        "totalCount": 730,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> 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=\"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": [
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> 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=\"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": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"nv-tab-level-1\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"nv-tab-level-1\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"nv-tab-level-1\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0002\"> 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=\"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": 0,
        "formsWithTags": 0,
        "totalInteractive": 730,
        "interactiveWithTags": 0,
        "totalCount": 730,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> 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=\"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": 0,
    "formsWithTags": 0,
    "totalInteractive": 730,
    "interactiveWithTags": 0,
    "totalCount": 730,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
      "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
      "<input name=\"nv-tab-level-1\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0002\"> 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=\"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
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 50/100 and needs improvement.

11 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: world, leader, artificial, intelligence, computing.

Details

02

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

50/100

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 50/100 and needs improvement.

Evidence
{
  "title": "World Leader in Artificial Intelligence Computing | NVIDIA",
  "h1": "",
  "description": "NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.",
  "topicOverlap": 0.16666666666666666,
  "topicTerms": [
    "world",
    "leader",
    "artificial",
    "intelligence",
    "computing",
    "nvidia"
  ],
  "descriptionTerms": [
    "nvidia",
    "invents",
    "gpu",
    "drives",
    "advances",
    "hpc",
    "gaming",
    "creative",
    "design",
    "autonomous",
    "vehicles",
    "robotics"
  ],
  "missingFromDescription": [
    "world",
    "leader",
    "artificial",
    "intelligence",
    "computing"
  ],
  "score": 50,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 40/100 and needs a fix.

9 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

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

40/100

Status

fail

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 40/100 and needs a fix.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://blogs.nvidia.com/blog/amazon-zero-touch-manufacturing",
      "text": "Robotics | Blog Amazon Devices & Services Achieves Zero-Touch Manufacturing With NVIDIA The company’s innovative manufacturing solution powers robotic arms to autonomously audit devices using NVIDIA technologies.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/amazon-zero-touch-manufacturing\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Robotics&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Ama..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/drive-ai-lab-ces/",
      "text": "Automotive | Announcement DRIVE AI Systems Inspection Lab Achieves New Industry Safety Milestones Read about NVIDIA’s new safety and cybersecurity initiative for autonomous vehicles partners.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/drive-ai-lab-ces/\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Automotive&#x2002;|&#x2002;Announcement</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> DRIVE A..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/careers/",
      "text": "Careers",
      "html": "<a class=\"cmp-teaser__action-link nv-teaser-text-link \" target=\"_self\" id=\"first-cta-742a25e852\" href=\"https://www.nvidia.com/en-in/about-nvidia/careers/\">Careers <span class=\"cmp-teaser__action-link-icon fa-solid fa-angle-right\"></span> </a>"
    },
    {
      "href": "https://images.nvidia.com/aem-dam/Solutions/homepage/pdf/NVIDIA-Story.pdf",
      "text": "Corporate | Blog Our Story NVIDIA is the result of the decades-long pursuit of a vision and the life’s work of our employees. Discover our company’s story.",
      "html": "<a href=\"https://images.nvidia.com/aem-dam/Solutions/homepage/pdf/NVIDIA-Story.pdf\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtabl..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "",
      "html": "<a class=\"cmp-image__link\" href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" data-cmp-hook-image=\"link\"> <img class=\"cmp-image__image cmp-image__image--is-loading\" itemprop=\"contentUrl\" alt=\"Learn the NVIDIA Story\" title=\"Learn the NVIDIA Story\" data-analytics=\"nv-image-ce08c0ae9c\" data-cmp-hook-image=\"image\" src=\"data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\"> </a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "Corporate | Brochure Learn the NVIDIA Story Our work is truly unique. Part science. Part art. Every breakthrough helps shape what's next.",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Brochure</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Learn the NVIDIA Story </h3> <di..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "About Us",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\">About Us</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/careers/",
      "text": "Careers",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/careers/\" target=\"_self\">Careers</a>"
    },
    {
      "href": "https://blogs.nvidia.com/",
      "text": "Company Blog",
      "html": "<a href=\"https://blogs.nvidia.com/\" target=\"_blank\">Company Blog</a>"
    },
    {
      "href": "https://www.nvidia.com/en-us/about-nvidia/webinar-portal/",
      "text": "Webinars",
      "html": "<a href=\"https://www.nvidia.com/en-us/about-nvidia/webinar-portal/\" target=\"_self\">Webinars</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/partners/",
      "text": "Partners",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/partners/\" target=\"_self\">Partners</a>"
    },
    {
      "href": "https://www.linkedin.com/company/nvidia/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/nvidia/\" class=\"page-footer__social__link\" target=\"_blank\"> <i class=\"fa-brands fa-linkedin-in\" title=\"LinkedIn\"></i> </a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_blank\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-center/",
      "text": "Your Privacy Choices",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-center/\" target=\"_blank\">Your Privacy Choices</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/accessibility/",
      "text": "Accessibility",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/accessibility/\" target=\"_blank\">Accessibility</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/company-policies/",
      "text": "Corporate Policies",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/company-policies/\" target=\"_self\">Corporate Policies</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.nvidia.com/en-in/support/",
      "text": "Support",
      "html": "<a href=\"https://www.nvidia.com/en-in/support/\" class=\"menu-button-link menu-level-1\" role=\"menuitem\" target=\"_self\">Support</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/support/",
      "text": "Support",
      "html": "<a href=\"https://www.nvidia.com/en-in/support/\" class=\"mm-btn-link\" role=\"menuitem\" target=\"_self\">Support</a>"
    },
    {
      "href": "https://blogs.nvidia.com/blog/rtx-ai-garage-computex-spark-local-agents",
      "text": "Artificial Intelligence | Blog RTX AI Garage: NVIDIA Levels Up Local AI Agents on RTX PCs and DGX Spark NVIDIA OpenShell runtime is coming to Windows, NemoClaw support is expanding, and new agentic AI optimizations and creator app updates are arriving—including NVIDIA Broadcast 2.2, upcoming RTX acceleration for Adobe Premiere and Photoshop, and DLSS Ray Reconstruction for Blender Cycles.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/rtx-ai-garage-computex-spark-local-agents\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Artificial Intelligence&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/omniverse-digital-twins-taiwan-manufacturers-physical-ai",
      "text": "Simulation | Blog NVIDIA Omniverse Digital Twins Help Taiwan Manufacturers Drive Golden Age of Industrial AI Blueprints for building autonomous manufacturing facilities offer transformative advances for development of trillion-dollar industries.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/omniverse-digital-twins-taiwan-manufacturers-physical-ai\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Simulation&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" dat..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/igx-thor-processor-physical-ai-industrial-medical-edge",
      "text": "Edge Computing | Blog NVIDIA IGX Thor Brings Blackwell to New Edge AI Applications Discover enhanced processing, AI reasoning, safety, and support for industrial, robotics, and medical applications.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/igx-thor-processor-physical-ai-industrial-medical-edge\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Edge Computing&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" d..."
    },
    {
      "href": "https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support",
      "text": "",
      "html": "<a class=\"cmp-image__link\" href=\"https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support\" target=\"_blank\" data-cmp-hook-image=\"link\" rel=\"noopener noreferrer\"> <img class=\"cmp-image__image cmp-image__image--is-loading\" itemprop=\"contentUrl\" alt=\"New NVIDIA Vera Rubin DSX AI Factory Reference Design\" title=\"New NVIDIA Vera Rubin DSX AI Factory Reference Design\" data-analytics=\"nv-image-ef..."
    },
    {
      "href": "https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support",
      "text": "Data Center | Announcement New NVIDIA Vera Rubin DSX AI Factory Reference Design The new reference design provides a guide for building codesigned AI infrastructure that delivers maximum token per watt and accelerated time to first production.",
      "html": "<a href=\"https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Data Center&#x2002;|&#x2002;Announcement</div> <h3 cl..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "Corporate | Brochure Learn the NVIDIA Story Our work is truly unique. Part science. Part art. Every breakthrough helps shape what's next.",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Brochure</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Learn the NVIDIA Story </h3> <di..."
    },
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      "href": "https://www.nvidia.com/en-us/support/enterprise/advisory-services/",
      "text": "Professional Services for Data Science",
      "html": "<a href=\"https://www.nvidia.com/en-us/support/enterprise/advisory-services/\" target=\"_self\">Professional Services for Data Science</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/contact/asia/",
      "text": "Contact",
      "html": "<a href=\"https://www.nvidia.com/en-in/contact/asia/\" target=\"_blank\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.nvidia.com/en-in/geforce/rewards/",
      "text": "Games | News GeForce Rewards License to unlock: Your 007 First Light Daring Elite Outfit*. *Terms and conditions apply.",
      "html": "<a href=\"https://www.nvidia.com/en-in/geforce/rewards/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Games&#x2002;|&#x2002;News</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> GeForce Rewards </h3> <div class=\"cmp-teaser__des..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_blank\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-center/",
      "text": "Your Privacy Choices",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-center/\" target=\"_blank\">Your Privacy Choices</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 40/100 and needs a fix.

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

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

40/100

Status

fail

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 40/100 and needs a fix.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://blogs.nvidia.com/blog/amazon-zero-touch-manufacturing",
      "text": "Robotics | Blog Amazon Devices & Services Achieves Zero-Touch Manufacturing With NVIDIA The company’s innovative manufacturing solution powers robotic arms to autonomously audit devices using NVIDIA technologies.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/amazon-zero-touch-manufacturing\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Robotics&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Ama..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/drive-ai-lab-ces/",
      "text": "Automotive | Announcement DRIVE AI Systems Inspection Lab Achieves New Industry Safety Milestones Read about NVIDIA’s new safety and cybersecurity initiative for autonomous vehicles partners.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/drive-ai-lab-ces/\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Automotive&#x2002;|&#x2002;Announcement</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> DRIVE A..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/careers/",
      "text": "Careers",
      "html": "<a class=\"cmp-teaser__action-link nv-teaser-text-link \" target=\"_self\" id=\"first-cta-742a25e852\" href=\"https://www.nvidia.com/en-in/about-nvidia/careers/\">Careers <span class=\"cmp-teaser__action-link-icon fa-solid fa-angle-right\"></span> </a>"
    },
    {
      "href": "https://images.nvidia.com/aem-dam/Solutions/homepage/pdf/NVIDIA-Story.pdf",
      "text": "Corporate | Blog Our Story NVIDIA is the result of the decades-long pursuit of a vision and the life’s work of our employees. Discover our company’s story.",
      "html": "<a href=\"https://images.nvidia.com/aem-dam/Solutions/homepage/pdf/NVIDIA-Story.pdf\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtabl..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "",
      "html": "<a class=\"cmp-image__link\" href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" data-cmp-hook-image=\"link\"> <img class=\"cmp-image__image cmp-image__image--is-loading\" itemprop=\"contentUrl\" alt=\"Learn the NVIDIA Story\" title=\"Learn the NVIDIA Story\" data-analytics=\"nv-image-ce08c0ae9c\" data-cmp-hook-image=\"image\" src=\"data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\"> </a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "Corporate | Brochure Learn the NVIDIA Story Our work is truly unique. Part science. Part art. Every breakthrough helps shape what's next.",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Brochure</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Learn the NVIDIA Story </h3> <di..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "About Us",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\">About Us</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/careers/",
      "text": "Careers",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/careers/\" target=\"_self\">Careers</a>"
    },
    {
      "href": "https://blogs.nvidia.com/",
      "text": "Company Blog",
      "html": "<a href=\"https://blogs.nvidia.com/\" target=\"_blank\">Company Blog</a>"
    },
    {
      "href": "https://www.nvidia.com/en-us/about-nvidia/webinar-portal/",
      "text": "Webinars",
      "html": "<a href=\"https://www.nvidia.com/en-us/about-nvidia/webinar-portal/\" target=\"_self\">Webinars</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/partners/",
      "text": "Partners",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/partners/\" target=\"_self\">Partners</a>"
    },
    {
      "href": "https://www.linkedin.com/company/nvidia/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/nvidia/\" class=\"page-footer__social__link\" target=\"_blank\"> <i class=\"fa-brands fa-linkedin-in\" title=\"LinkedIn\"></i> </a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_blank\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-center/",
      "text": "Your Privacy Choices",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-center/\" target=\"_blank\">Your Privacy Choices</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/accessibility/",
      "text": "Accessibility",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/accessibility/\" target=\"_blank\">Accessibility</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/company-policies/",
      "text": "Corporate Policies",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/company-policies/\" target=\"_self\">Corporate Policies</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/cookie-policy/",
      "text": "Cookie Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/cookie-policy/\" target=\"_self\">Cookie Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    }
  ],
  "contactLinks": [
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      "href": "https://www.nvidia.com/en-in/support/",
      "text": "Support",
      "html": "<a href=\"https://www.nvidia.com/en-in/support/\" class=\"menu-button-link menu-level-1\" role=\"menuitem\" target=\"_self\">Support</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/support/",
      "text": "Support",
      "html": "<a href=\"https://www.nvidia.com/en-in/support/\" class=\"mm-btn-link\" role=\"menuitem\" target=\"_self\">Support</a>"
    },
    {
      "href": "https://blogs.nvidia.com/blog/rtx-ai-garage-computex-spark-local-agents",
      "text": "Artificial Intelligence | Blog RTX AI Garage: NVIDIA Levels Up Local AI Agents on RTX PCs and DGX Spark NVIDIA OpenShell runtime is coming to Windows, NemoClaw support is expanding, and new agentic AI optimizations and creator app updates are arriving—including NVIDIA Broadcast 2.2, upcoming RTX acceleration for Adobe Premiere and Photoshop, and DLSS Ray Reconstruction for Blender Cycles.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/rtx-ai-garage-computex-spark-local-agents\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Artificial Intelligence&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/omniverse-digital-twins-taiwan-manufacturers-physical-ai",
      "text": "Simulation | Blog NVIDIA Omniverse Digital Twins Help Taiwan Manufacturers Drive Golden Age of Industrial AI Blueprints for building autonomous manufacturing facilities offer transformative advances for development of trillion-dollar industries.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/omniverse-digital-twins-taiwan-manufacturers-physical-ai\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Simulation&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" dat..."
    },
    {
      "href": "https://blogs.nvidia.com/blog/igx-thor-processor-physical-ai-industrial-medical-edge",
      "text": "Edge Computing | Blog NVIDIA IGX Thor Brings Blackwell to New Edge AI Applications Discover enhanced processing, AI reasoning, safety, and support for industrial, robotics, and medical applications.",
      "html": "<a href=\"https://blogs.nvidia.com/blog/igx-thor-processor-physical-ai-industrial-medical-edge\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Edge Computing&#x2002;|&#x2002;Blog</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" d..."
    },
    {
      "href": "https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support",
      "text": "",
      "html": "<a class=\"cmp-image__link\" href=\"https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support\" target=\"_blank\" data-cmp-hook-image=\"link\" rel=\"noopener noreferrer\"> <img class=\"cmp-image__image cmp-image__image--is-loading\" itemprop=\"contentUrl\" alt=\"New NVIDIA Vera Rubin DSX AI Factory Reference Design\" title=\"New NVIDIA Vera Rubin DSX AI Factory Reference Design\" data-analytics=\"nv-image-ef..."
    },
    {
      "href": "https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support",
      "text": "Data Center | Announcement New NVIDIA Vera Rubin DSX AI Factory Reference Design The new reference design provides a guide for building codesigned AI infrastructure that delivers maximum token per watt and accelerated time to first production.",
      "html": "<a href=\"https://nvidianews.nvidia.com/news/nvidia-releases-vera-rubin-dsx-ai-factory-reference-design-and-omniverse-dsx-digital-twin-blueprint-with-broad-industry-support\" target=\"_blank\" class=\"cmp-teaser__link-entire-card\" rel=\"noopener noreferrer\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Data Center&#x2002;|&#x2002;Announcement</div> <h3 cl..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/ai-for-good/",
      "text": "Corporate | Brochure Learn the NVIDIA Story Our work is truly unique. Part science. Part art. Every breakthrough helps shape what's next.",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/ai-for-good/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Corporate&#x2002;|&#x2002;Brochure</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Learn the NVIDIA Story </h3> <di..."
    },
    {
      "href": "https://www.nvidia.com/en-us/support/enterprise/advisory-services/",
      "text": "Professional Services for Data Science",
      "html": "<a href=\"https://www.nvidia.com/en-us/support/enterprise/advisory-services/\" target=\"_self\">Professional Services for Data Science</a>"
    },
    {
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      "text": "Contact",
      "html": "<a href=\"https://www.nvidia.com/en-in/contact/asia/\" target=\"_blank\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.nvidia.com/en-in/geforce/rewards/",
      "text": "Games | News GeForce Rewards License to unlock: Your 007 First Light Daring Elite Outfit*. *Terms and conditions apply.",
      "html": "<a href=\"https://www.nvidia.com/en-in/geforce/rewards/\" target=\"_self\" class=\"cmp-teaser__link-entire-card\"> <div class=\"general-container-text \"> <div class=\"text-left lap-text-left tab-text-left mob-text-left\" style=\"padding: 0px 20px; width: calc(100% - 40px);\"> <div class=\"cmp-teaser__pretitle\">Games&#x2002;|&#x2002;News</div> <h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> GeForce Rewards </h3> <div class=\"cmp-teaser__des..."
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_blank\">Privacy Policy</a>"
    },
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      "text": "Your Privacy Choices",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-center/\" target=\"_blank\">Your Privacy Choices</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
    },
    {
      "href": "https://www.nvidia.com/en-in/about-nvidia/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.nvidia.com/en-in/about-nvidia/privacy-policy/\" target=\"_self\">Privacy Policy</a>"
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  "score": 40,
  "weight": 22
}

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
01

Issue

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

Details

02

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": 95,
  "passing": 18,
  "failing": [
    {
      "heading": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "headingHtml": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>",
      "firstParagraph": "Catch the keynote replay, unveiling advances across AI infrastructure powering AI factories, agentic AI systems, physical AI and robotics, and a new generation of AI-native personal computing.",
      "paragraphHtml": "<p><span class=\"p--large\">Catch the keynote replay, unveiling advances across AI infrastructure powering AI factories, agentic AI systems, physical AI and robotics, and a new generation of AI-native personal computing.</span></p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Introducing NVIDIA RTX Spark",
      "headingHtml": "<h2 class=\"title \"> Introducing NVIDIA RTX Spark </h2>",
      "firstParagraph": "A new beginning.",
      "paragraphHtml": "<p><span class=\"p--large\">A new beginning.</span></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Announcing NVIDIA DGX Station for Windows",
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

3 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

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

Details

02

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: 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
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  "citablePassages": 2,
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      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (42 words; target 80-220)."
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        "Too short for a citation-ready passage (41 words; target 80-220).",
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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
01

Issue

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

Details

02

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": 9,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 59/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: world, leader, artificial, intelligence, computing.

Details

02

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

59/100

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 59/100 and needs improvement.

Evidence
{
  "title": "World Leader in Artificial Intelligence Computing | NVIDIA",
  "h1": "",
  "description": "NVIDIA invents the GPU and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.",
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  "definitionCount": 34,
  "topicTerms": [
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    "leader",
    "artificial",
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    "nvidia"
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  "descriptionTerms": [
    "nvidia",
    "invents",
    "gpu",
    "drives",
    "advances",
    "hpc",
    "gaming",
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  "weight": 18
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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
01

Issue

89 image(s) are missing width/height attributes. 6 possible modal/interstitial element(s) detected.

Details

02

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
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  "visibleWords": 6732,
  "htmlBytes": 966194,
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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
01

Issue

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

Details

02

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
{
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  "passing": 18,
  "failing": [
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      "paragraphHtml": "<p><span class=\"p--large\">Catch the keynote replay, unveiling advances across AI infrastructure powering AI factories, agentic AI systems, physical AI and robotics, and a new generation of AI-native personal computing.</span></p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
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      "paragraphHtml": "<p><span class=\"p--large\">A new beginning.</span></p>",
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      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
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      "paragraphHtml": "<p><span class=\"p--large\">The first humanoid robot reference design built on NVIDIA Isaac GR00T gives researchers a faster path from setup to deployment.</span></p>",
      "words": 20,
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      "heading": "Leading Automakers Adopt NVIDIA DRIVE Hyperion for L4 Vehicles",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Leading Automakers Adopt NVIDIA DRIVE Hyperion for L4 Vehicles </h3>",
      "firstParagraph": "BYD, Geely, Hyundai Motor Group, Isuzu, Kodiak, Nissan, and Volkswagen build on the NVIDIA AV platform.",
      "paragraphHtml": "<p>BYD, Geely, Hyundai Motor Group, Isuzu, Kodiak, Nissan, and Volkswagen build on the NVIDIA AV platform.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Mercedes-Benz Unveils New S-Class Built on NVIDIA DRIVE AV, Designed With L4-Ready Architecture",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Mercedes-Benz Unveils New S-Class Built on NVIDIA DRIVE AV, Designed With L4-Ready Architecture </h3>",
      "firstParagraph": "Built on the NVIDIA DRIVE Hyperion and DRIVE AV, the new S-Class delivers safety first autonomy.",
      "paragraphHtml": "<p>Built on the NVIDIA DRIVE Hyperion and DRIVE AV, the new S-Class delivers safety first autonomy.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Wins Second CVPR Autonomous Grand Challenge",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Wins Second CVPR Autonomous Grand Challenge </h3>",
      "firstParagraph": "The competition tests how AI generates safe, realistic self-driving behavior from sensor data.",
      "paragraphHtml": "<p>The competition tests how AI generates safe, realistic self-driving behavior from sensor data.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Launches Halos, a Full-Stack, Comprehensive Safety System for AVs",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Launches Halos, a Full-Stack, Comprehensive Safety System for AVs </h3>",
      "firstParagraph": "A full-stack, comprehensive safety system that unifies vehicle architecture, AI models, chips, software, tools, and services to ensure the safe development of AVs, from cloud to car.",
      "paragraphHtml": "<p>A full-stack, comprehensive safety system that unifies vehicle architecture, AI models, chips, software, tools, and services to ensure the safe development of AVs, from cloud to car.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Expands Automotive Ecosystem to Bring Physical AI to the Streets",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Expands Automotive Ecosystem to Bring Physical AI to the Streets </h3>",
      "firstParagraph": "Global automakers, mobility innovators, suppliers, and software providers team with NVIDIA to deliver AI from the cloud to the car.",
      "paragraphHtml": "<p>Global automakers, mobility innovators, suppliers, and software providers team with NVIDIA to deliver AI from the cloud to the car.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "HMG Embraces NVIDIA AI and Omniverse for Next-Gen Mobility",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> HMG Embraces NVIDIA AI and Omniverse for Next-Gen Mobility </h3>",
      "firstParagraph": "Learn how HMG accelerates innovation with NVIDIA – creating safer, smarter vehicles, boosting manufacturing, and advancing robotics.",
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      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "DRIVE AI Systems Inspection Lab Achieves New Industry Safety Milestones",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> DRIVE AI Systems Inspection Lab Achieves New Industry Safety Milestones </h3>",
      "firstParagraph": "Read about NVIDIA’s new safety and cybersecurity initiative for autonomous vehicles partners.",
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      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Robotics and Edge AI",
      "headingHtml": "<h3 class=\"cmp-carousel__title h--medium\"> Robotics and Edge AI </h3>",
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      "paragraphHtml": "<p><span class=\"p--large\">The NVIDIA Jetson&#x2122; and Isaac&#x2122; platforms provide end-to-end solutions to develop and deploy AI-powered autonomous machines and edge computing applications across manufacturing, logistics, healthcare, smart cities, and retail.</span></p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Jetson Is Agentic-Ready to Unlock Physical AI Frontier",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Jetson Is Agentic-Ready to Unlock Physical AI Frontier </h3>",
      "firstParagraph": "JetPack 7.2, NemoClaw make Jetson agentic-ready for robotics, healthcare, industrial automation.",
      "paragraphHtml": "<p>JetPack 7.2, NemoClaw make Jetson agentic-ready for robotics, healthcare, industrial automation.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA IGX Thor™ Now Generally Available",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA IGX Thor&#x2122; Now Generally Available </h3>",
      "firstParagraph": "NVIDIA IGX Thor powers real-time physical AI at the industrial edge, enabling autonomous machines with advanced sensing, reasoning and functional safety..",
      "paragraphHtml": "<p>NVIDIA IGX Thor powers real-time physical AI at the industrial edge, enabling autonomous machines with advanced sensing, reasoning and functional safety..</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Make Your Robot’s Holiday Wish Come True",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Make Your Robot&#x2019;s Holiday Wish Come True </h3>",
      "firstParagraph": "Celebrate the holidays with the perfect gift for your robot: an NVIDIA Jetson™ AI robotics computer.",
      "paragraphHtml": "<p>Celebrate the holidays with the perfect gift for your robot: an NVIDIA Jetson&#x2122; AI robotics computer.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA IGX Thor Brings Blackwell to New Edge AI Applications",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA IGX Thor Brings Blackwell to New Edge AI Applications </h3>",
      "firstParagraph": "Discover enhanced processing, AI reasoning, safety, and support for industrial, robotics, and medical applications.",
      "paragraphHtml": "<p>Discover enhanced processing, AI reasoning, safety, and support for industrial, robotics, and medical applications.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Ultimate Platform for Physical AI and Robotics",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> The Ultimate Platform for Physical AI and Robotics </h3>",
      "firstParagraph": "The new NVIDIA® Jetson Thor™ Developer Kit and module are now available.",
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      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Adapting Dexterous Robots With NVIDIA Research Workflows and Models",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Adapting Dexterous Robots With NVIDIA Research Workflows and Models </h3>",
      "firstParagraph": "See how dexterity workflows and AI models address challenges like adaptability and data scarcity.",
      "paragraphHtml": "<p>See how dexterity workflows and AI models address challenges like adaptability and data scarcity.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The First Open Foundation Model for Humanoid Robot Development",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> The First Open Foundation Model for Humanoid Robot Development </h3>",
      "firstParagraph": "NVIDIA Isaac™ GR00T N1 brings generalized skills and reasoning to humanoid robots.",
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      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Humanoid Developer Day at GTC",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Humanoid Developer Day at GTC </h3>",
      "firstParagraph": "Join us for a day of specially curated sessions that will unveil breakthroughs in humanoid robotics, foundation models, and physics-based simulation.",
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      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Vera BlueField-4 STX: AI Storage Secured in Silicon",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Vera BlueField-4 STX: AI Storage Secured in Silicon </h3>",
      "firstParagraph": "NVIDIA DOCA delivers 1,000x faster threat detection and zero-trust file access for agentic AI.",
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      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Build AI Factories Faster With NVIDIA DSX",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Build AI Factories Faster With NVIDIA DSX </h3>",
      "firstParagraph": "Lower token cost and accelerate deployment with reference designs, digital twins, and software.",
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      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Spectrum-X: AI-Native Ethernet Fabric, Gigascale AI, MRC",
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      "firstParagraph": "Multipath Reliable Connection (MRC): Proven on NVIDIA Spectrum-X Ethernet, now open to industry.",
      "paragraphHtml": "<p>Multipath Reliable Connection (MRC): Proven on NVIDIA Spectrum-X Ethernet, now open to industry.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA and Google Cloud Power AI Breakthroughs",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA and Google Cloud Power AI Breakthroughs </h3>",
      "firstParagraph": "Extreme codesign across the full‑stack AI platform fuels what’s next for agentic and physical AI.",
      "paragraphHtml": "<p>Extreme codesign across the full&#x2011;stack AI platform fuels what&#x2019;s next for agentic and physical AI.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Introducing NVIDIA RTX PRO™ 4500 Blackwell Server Edition",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Introducing NVIDIA RTX PRO&#x2122; 4500 Blackwell Server Edition </h3>",
      "firstParagraph": "This compact GPU delivers power-efficient performance for every enterprise.",
      "paragraphHtml": "<p>This compact GPU delivers power-efficient performance for every enterprise.</p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Launches New Era of Space Computing",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Launches New Era of Space Computing </h3>",
      "firstParagraph": "Data-center-class performance and edge AI on orbit for geospatial intelligence with NVIDIA Vera Rubin Space Module, IGX Thor, and Jetson Orin.",
      "paragraphHtml": "<p>Data-center-class performance and edge AI on orbit for geospatial intelligence with NVIDIA Vera Rubin Space Module, IGX Thor, and Jetson Orin.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA Accelerates AI for Naval Postgraduate School",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA Accelerates AI for Naval Postgraduate School </h3>",
      "firstParagraph": "Learn how NPS utilizes its NVIDIA DGXTM GB300 system to solve challenges in the public sector.",
      "paragraphHtml": "<p>Learn how NPS utilizes its NVIDIA DGX<sup>TM</sup> GB300 system to solve challenges in the public sector.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA DGX B300 is Shipping Now",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA DGX B300 is Shipping Now </h3>",
      "firstParagraph": "Explore the new features and capabilities, including AC and DC power options, that make DGX B300 easy to integrate into any data center.",
      "paragraphHtml": "<p>Explore the new features and capabilities, including AC and DC power options, that make DGX B300 easy to integrate into any data center.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Watch NVIDIA CEO Jensen Huang’s Keynote",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Watch NVIDIA CEO Jensen Huang&#x2019;s Keynote </h3>",
      "firstParagraph": "Join Jensen Huang live at SAP Center for the GTC 2026 keynote and see where AI goes next. It all starts here.",
      "paragraphHtml": "<p>Join Jensen Huang live at SAP Center for the GTC 2026 keynote and see where AI goes next. It all starts here.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Experience GTC 2026",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Experience GTC 2026 </h3>",
      "firstParagraph": "Join NVIDIA GTC 2026—the premier AI event where developers, researchers, and business leaders converge to explore the next wave of AI innovation.",
      "paragraphHtml": "<p>Join NVIDIA GTC 2026&#x2014;the premier AI event where developers, researchers, and business leaders converge to explore the next wave of AI innovation.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "NVIDIA CEO Jensen Huang Takes the Stage at COMPUTEX 2025",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> NVIDIA CEO Jensen Huang Takes the Stage at COMPUTEX 2025 </h3>",
      "firstParagraph": "Tune in to the NVIDIA keynote to see what’s next in AI.",
      "paragraphHtml": "<p>Tune in to the NVIDIA keynote to see what&#x2019;s next in AI.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "The AI Factory",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> The AI Factory </h3>",
      "firstParagraph": "Discover how the AI Factory creates tokens to build a future of endless possibilities—accelerated by human ingenuity and NVIDIA.",
      "paragraphHtml": "<p>Discover how the AI Factory creates tokens to build a future of endless possibilities&#x2014;accelerated by human ingenuity and NVIDIA.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Driving Digital Transformation in India and Beyond",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> AI Driving Digital Transformation in India and Beyond </h3>",
      "firstParagraph": "Discover how AI is fueling India’s groundbreaking innovation, economic growth, and global leadership.",
      "paragraphHtml": "<p>Discover how AI is fueling India&#x2019;s groundbreaking innovation, economic growth, and global leadership.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Jensen Huang and Mark Zuckerberg on AI Breakthroughs",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Jensen Huang and Mark Zuckerberg on AI Breakthroughs </h3>",
      "firstParagraph": "NVIDIA and Meta CEOs discuss how researchers and creators use generative AI to build virtual worlds.",
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      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Self-Paced Career Development Courses in AI and Data Science",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Self-Paced Career Development Courses in AI and Data Science </h3>",
      "firstParagraph": "Industry experts share advice on starting a career in AI with technical training and certifications.",
      "paragraphHtml": "<p>Industry experts share advice on starting a career in AI with technical training and certifications.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Learn the NVIDIA Story",
      "headingHtml": "<h3 class=\"cmp-teaser__title h--smallest\" data-titlerow=\"One\" data-titlerowlaptop=\"One\" data-titlerowtablet=\"One\"> Learn the NVIDIA Story </h3>",
      "firstParagraph": "Our work is truly unique. Part science. Part art. Every breakthrough helps shape what's next.",
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      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 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
01

Issue

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

Details

02

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": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "text": "Introducing NVIDIA RTX Spark",
      "html": "<h2 class=\"title \"> Introducing NVIDIA RTX Spark </h2>"
    },
    {
      "text": "NVIDIA Launches Vera, the CPU Built to Run the World’s AI Agents",
      "html": "<h2 class=\"title \"> NVIDIA Launches Vera, the CPU Built to Run the World&#x2019;s AI Agents </h2>"
    },
    {
      "text": "Announcing NVIDIA DGX Station for Windows",
      "html": "<h2 class=\"title \"> Announcing NVIDIA DGX Station for Windows </h2>"
    },
    {
      "text": "NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide",
      "html": "<h2 class=\"title \"> NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide </h2>"
    },
    {
      "text": "NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research",
      "html": "<h2 class=\"title \"> NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research </h2>"
    },
    {
      "text": "NVIDIA GTC",
      "html": "<h2 class=\"title \"> NVIDIA GTC </h2>"
    },
    {
      "text": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "text": "NVIDIA GTC Keynote Replay",
      "html": "<h2 class=\"title \"> NVIDIA GTC Keynote Replay </h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does World Leader in Artificial Intelligence Compu... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is World Leader in Artificial Intelligence Compu... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does World Leader in Artificial Intelligence Compu... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does World Leader in Artificial Intelligence Compu... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is World Leader in Artificial Intelligence Compu... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does World Leader in Artificial Intelligence Compu... 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
01

Issue

AI context endpoint is informational for this page.

02

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

  1. 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": 302511
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 302511
          }
        ]
      },
      "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
01

Issue

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

Details

02

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": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "text": "Introducing NVIDIA RTX Spark",
      "html": "<h2 class=\"title \"> Introducing NVIDIA RTX Spark </h2>"
    },
    {
      "text": "NVIDIA Launches Vera, the CPU Built to Run the World’s AI Agents",
      "html": "<h2 class=\"title \"> NVIDIA Launches Vera, the CPU Built to Run the World&#x2019;s AI Agents </h2>"
    },
    {
      "text": "Announcing NVIDIA DGX Station for Windows",
      "html": "<h2 class=\"title \"> Announcing NVIDIA DGX Station for Windows </h2>"
    },
    {
      "text": "NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide",
      "html": "<h2 class=\"title \"> NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide </h2>"
    },
    {
      "text": "NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research",
      "html": "<h2 class=\"title \"> NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research </h2>"
    },
    {
      "text": "NVIDIA GTC",
      "html": "<h2 class=\"title \"> NVIDIA GTC </h2>"
    },
    {
      "text": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "text": "NVIDIA GTC Keynote Replay",
      "html": "<h2 class=\"title \"> NVIDIA GTC Keynote Replay </h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does World Leader in Artificial Intelligence Compu... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is World Leader in Artificial Intelligence Compu... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does World Leader in Artificial Intelligence Compu... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does World Leader in Artificial Intelligence Compu... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use World Leader in Artificial Intelligence Compu...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is World Leader in Artificial Intelligence Compu... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does World Leader in Artificial Intelligence Compu... 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
01

Issue

auth.md response did not match the expected agent registration shape. missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.

02

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

  1. Fetch and validate /auth.md

    auth.md response did not match the expected agent registration shape. missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.

  2. Publish protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  3. Validate agent_auth authorization metadata

    OAuth authorization server metadata could not be fetched.

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/markdown; charset=UTF-8",
        "length": 302511,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": true,
          "contentLength": 210934,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "http://www.w3.org/1999/xhtml\"",
            "https://images.nvidia.com\"",
            "https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\"",
            "/woff2",
            "/html;",
            "https://www.nvidia.com/en-us/page-not-found/\"/>",
            "https://www.nvidia.com/en-me/page-not-found/\"/>",
            "https://www.nvidia.com/de-at/page-not-found/\"/>",
            "https://www.nvidia.com/ro-ro/page-not-found/\"/>",
            "https://www.nvidia.com/pt-br/page-not-found/\"/>"
          ],
          "rawExcerpt": "\n<!DOCTYPE HTML>\n<html class=\"html-page no-js\" xmlns=\"http://www.w3.org/1999/xhtml\" lang=\"en-us\" xml:lang=\"en-us\">\n    <head>\n    \n    \n\n\n<link rel=\"preconnect\" href=\"https://images.nvidia.com\" crossorigin/>\n\n\n    <link rel=\"preload\" href=\"https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/> \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"/>\n<meta name=\"robots\" content=\"noindex,nofollow\"/> \n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n<meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\"/>\n<meta name=\"keywords\" content=\"Page Not Found, 404\"/>\n<meta name=\"description\" content=\"Page Not Found\"/>\n<meta name=\"nv-pub-date\" co"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. 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": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 403,
        "contentType": "application/xml",
        "length": 111,
        "text": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "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,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 403,
          "contentType": "application/xml",
          "length": 111,
          "text": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "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": 15,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "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
01

Issue

9 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

02

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: 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": 9,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "index": 2,
      "text": "Introducing NVIDIA RTX Spark",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> Introducing NVIDIA RTX Spark </h2>"
    },
    {
      "index": 3,
      "text": "NVIDIA Launches Vera, the CPU Built to Run the World’s AI Agents",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA Launches Vera, the CPU Built to Run the World&#x2019;s AI Agents </h2>"
    },
    {
      "index": 4,
      "text": "Announcing NVIDIA DGX Station for Windows",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> Announcing NVIDIA DGX Station for Windows </h2>"
    },
    {
      "index": 5,
      "text": "NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA Vera Rubin Powers Agentic AI Factories Worldwide </h2>"
    },
    {
      "index": 6,
      "text": "NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA and Unitree Announce H2 Plus to Advance Humanoid Research </h2>"
    },
    {
      "index": 7,
      "text": "NVIDIA GTC",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA GTC </h2>"
    },
    {
      "index": 8,
      "text": "NVIDIA CEO Jensen Huang Keynote at GTC Taipei",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA CEO Jensen Huang Keynote at GTC Taipei </h2>"
    },
    {
      "index": 9,
      "text": "NVIDIA GTC Keynote Replay",
      "isQuestion": false,
      "html": "<h2 class=\"title \"> NVIDIA GTC Keynote Replay </h2>"
    }
  ],
  "score": 75,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

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

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. 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
01

Issue

OAuth / OIDC discovery was not found at the expected path.

02

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

  1. Fetch to find resource

    OAuth / OIDC discovery was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "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."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 15,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

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
01

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

02

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

  1. Fetch protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. 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": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 403,
        "contentType": "application/xml"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "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": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "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.nvidia.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.nvidia.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.nvidia.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.nvidia.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": 15,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

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).

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

50 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/).

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/)."
}

SEOSEOBrowser audit

robots.txt is not valid

50 Fail

Check name

robots.txt is not valid

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 error found

Fix guidance

If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/).

Evidence
{
  "displayValue": "1 error found",
  "description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}

Performance and AccessibilityPerformanceBrowser audit

Font display

20 Fail

Check name

Font display

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,310 ms

Fix guidance

Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).

Evidence
{
  "displayValue": "Est savings of 1,310 ms",
  "description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

20 Fail

Check name

Legacy JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 58 KiB

Fix guidance

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)

Evidence
{
  "displayValue": "Est savings of 58 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Network dependency tree

20 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.

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

Use efficient cache lifetimes

20 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 2,581 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).

Evidence
{
  "displayValue": "Est savings of 2,581 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

7 Fail

Check name

Loading performance

Score

63/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

Evidence
{
  "checks": [
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 35,
      "displayValue": "2.9 s",
      "numericValue": 2944.5978805899813
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 43,
      "displayValue": "270 ms",
      "numericValue": 272.9999999999998
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 12
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "0 ms",
      "numericValue": 0.8999999999999999
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 38,
      "displayValue": "2.6 s",
      "numericValue": 2629.026505759435
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 37,
      "displayValue": "430 ms",
      "numericValue": 431.0075598333724
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 80,
      "displayValue": "3.0 s",
      "numericValue": 2986.590675474052
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 70,
      "displayValue": "1.3 s",
      "numericValue": 1270.5015749652857
    }
  ]
}

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

Public reports for this website origin. Select any point or report link to open that canonical report.

2 reports
Public score history report links
Scan dateScoreReadinessReport
56/100Level 3, Bot-AwareView report
54/100Level 3, Bot-AwareCurrent report
nvidia.com AI SEO Report: 54/100 (Level 3, Bot-Aware)