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53/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability49%Agent Easeof Use6%Security& Trust0%GEO, AIO, AEO84%SEO85%Performance& Accessibility73%
  • AI Discoverability 49 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 0 out of 100
  • GEO, AIO and AEO 84 out of 100
  • SEO 85 out of 100
  • Performance and Accessibility 73 out of 100

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Next step

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
49
Priority fix10131View details
Discoverability
71
Needs work540View details
Content Readiness
63
Needs work551View details
Bot Access Control
0
Priority fix040View 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
84
Mostly ready7013
GEO Readiness
89
Mostly ready303
AIO Readiness
86
Mostly ready205
AEO Readiness
77
Mostly ready205
SEO
85
Mostly ready920View details
SEO
85
Mostly ready920View details
Security & Trust
0
Priority fix450View details
Security & Trust
0
Priority fix050View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
73
Needs work1981View details
Performance
63
Needs work1271View details
Accessibility
92
Strong710View details

Prioritized recommendations

Issues ranked by score impact

51 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": 404,
        "contentType": "text/html; charset=UTF-8"
      },
      "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": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/.well-known/api-catalog\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/.well-known/api-catalog\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/.well-known/api-catalog\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:"
      },
      "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 DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

50 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence
{
  "found": false,
  "visibleFaq": true,
  "allTypes": [
    "Article",
    "ImageObject",
    "Organization",
    "Person",
    "VideoObject",
    "WebPage",
    "WebSite"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 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": [
          {
            "url": "https://rescale.com/wp-json/",
            "rel": "https://api.w.org/"
          },
          {
            "url": "https://rescale.com/wp-json/wp/v2/pages/19",
            "rel": "alternate",
            "type": "application/json"
          },
          {
            "url": "https://rescale.com/",
            "rel": "shortlink"
          }
        ]
      },
      "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."
    }
  ]
}

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": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/openapi.json\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta "
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/openapi.yaml\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/openapi.yaml\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/openapi.yaml\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta "
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/swagger.json\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/swagger.json\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/swagger.json\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta "
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/swagger.yaml\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/swagger.yaml\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/swagger.yaml\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta "
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/api/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/api/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/api/openapi.json\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"articl"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/api/swagger.json\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/api/swagger.json\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/api/swagger.json\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"articl"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/docs/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/docs/openapi.json\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/docs/openapi.json\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"art"
          }
        ]
      },
      "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 ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

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

02

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
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
}

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": 80062,
        "excerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-sc",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: skipped heading levels; 4 links missing accessible names; 2/3 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": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"https://github.com/rescale-labs\"> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_14284_4231)\"> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M12.0001 -2.22266C4.06946 -2.22266 -2.354 4.20081 -2.354 12.1315C-2.354 18.4832 1.75486 23.848 7.46062 25.7499C8.17833 25.8755 8.44747 25.4449 8.44747 25.0681C8.44747 24.7272 8.42952 23.5968 8.42952 22.3946C4.82305 23.0585 3.89004 21.5155 3.60295 20.708C3.44147 20.2954 2.7",
      "<a href=\"https://twitter.com/rescaleinc\"> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M17.1761 4.24219H19.9362L13.9061 11.0196L21 20.2422H15.4456L11.0951 14.6488L6.11723 20.2422H3.35544L9.80517 12.993L3 4.24219H8.69545L12.6279 9.35481L17.1761 4.24219ZM16.2073 18.6176H17.7368L7.86441 5.78147H6.2232L16.2073 18.6176Z\" fill=\"white\"/> </svg> </a>",
      "<a href=\"https://www.linkedin.com/company/rescale\"> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3.24219C3.67157 3.24219 3 3.91376 3 4.74219V19.7422C3 20.5706 3.67157 21.2422 4.5 21.2422H19.5C20.3284 21.2422 21 20.5706 21 19.7422V4.74219C21 3.91376 20.3284 3.24219 19.5 3.24219H4.5ZM8.52076 7.24491C8.52639 8.20116 7.81061 8.79038 6.96123 8.78616C6.16107 8.78194 5.46357 8.14491 5.46779 7.24632C",
      "<a><span class=\"menu-label-icon-wrap\" style=\" \"><span class=\"menu-label-icon\"><svg viewBox=\"0 0 24 24\" height=\"24\" width=\"24\" fill=\"none\" stroke=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"11\" cy=\"11\" r=\"8\"/><line x1=\"21\" y1=\"21\" x2=\"16.65\" y2=\"16.65\"/></svg></span></span></a>"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input id=\"Email\" name=\"Email\" placeholder=\"Email Address\" maxlength=\"255\" aria-labelledby=\"LblEmail InstructEmail\" type=\"email\" class=\"mktoField mktoEmailField mktoHasWidth\" style=\"width: 150px;\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h6: By Solution Area",
      "h6: By Industry",
      "h6: By Use Case",
      "h6: By Role",
      "h6: Advanced Modeling & Simulation",
      "h6: Agentic Engineering",
      "h6: AI Physics",
      "h2: The Digital Engineering Platform",
      "h1: Built for the AI Era",
      "h2: How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "h2: AI-Driven Product Development Starts Here",
      "h4: Optimize",
      "h6: HPC Resources",
      "h4: Accelerate",
      "h6: Modeling & Simulation",
      "h4: Transform",
      "h6: R&D with Agentic Engineering",
      "h4: Expand",
      "h6: Discovery with AI Physics",
      "h3: Rescale High Performance Computing",
      "h3: Advanced Modeling And Simulation",
      "h3: Agentic Digital Engineering",
      "h3: AI Physics",
      "h2: Why the World’s Most Innovative Companies Choose Rescale",
      "h2: 180+",
      "h6: Specialized and Optimized Hardware Architectures",
      "h2: 1,250+",
      "h6: Library of Pre-Configured and Tuned HPC and AI Software",
      "h2: 1,000+",
      "h6: Independently Tested and Audited Security Controls",
      "h3: Product Development is Evolving.",
      "h2: Are Your R&D Teams Ready?",
      "h2: The New Standard for R&D Performance",
      "h6: Reduced R&D Cycle Time",
      "h6: More Design Candidates Explored",
      "h6: Optimization of Full-Stack Spend",
      "h2: One Platform. Limitless Applications.",
      "h3: HPC Cloud Bursting & Migration",
      "h3: Modeling & Simulation Performance Optimization",
      "h3: GPU Acceleration",
      "h3: Financial Management & Cost Optimization",
      "h3: Security & Compliance Management",
      "h3: Application & License Management",
      "h3: Cloud & Hardware Resource Orchestration",
      "h3: Simulation Data & Workflow Management",
      "h3: AI/ML for Engineering and Scientific R&D",
      "h6: HPC Cloud Bursting & Migration",
      "h6: Modeling & Simulation Performance Optimization",
      "h6: GPU Acceleration",
      "h6: Financial Management & Cost Optimization",
      "h6: Security & Compliance Management",
      "h6: Application & License Management",
      "h6: Cloud & Hardware Resource Orchestration",
      "h6: Simulation Data & Workflow Management",
      "h6: AI/ML for Engineering and Scientific R&D",
      "h2: Built for the Industries Shaping the Future",
      "h5: Aerospace",
      "h5: Automotive",
      "h5: Energy",
      "h5: Government & Defense",
      "h5: Higher Education",
      "h5: Life Sciences",
      "h5: Manufacturing",
      "h5: Semiconductor",
      "h2: Explore the Future of Digital Engineering",
      "h5: How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "h5: Spring Product Showcase 2026: Rescale Introduces Agentic Digital Engineering to Accelerate AI-First Product Development",
      "h5: Guide to AI-First Engineering",
      "h2: The Best Way to Explore Rescale is Hands On",
      "h4: Stay Informed",
      "h5: Why Rescale",
      "h5: Customers",
      "h5: Solutions",
      "h6: By Solution Area",
      "h6: By Industry",
      "h6: By Use Case",
      "h6: By Role",
      "h5: Platform",
      "h6: Advanced Modeling & Simulation",
      "h6: Agentic Engineering",
      "h6: AI Physics",
      "h5: Partners",
      "h5: Learn",
      "h5: Company",
      "h6: By Solution Area",
      "h6: By Industry",
      "h6: By Use Case",
      "h6: By Role",
      "h6: Advanced Modeling & Simulation",
      "h6: Agentic Engineering",
      "h6: AI Physics"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 91,
    "links": 427,
    "inaccessibleLinks": 4,
    "buttons": 96,
    "inaccessibleButtons": 0,
    "images": 88,
    "imagesWithAlt": 88,
    "autocompleteInputs": 3,
    "inputsWithAutocomplete": 2,
    "missingAutocompleteInputs": 1
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552506
          }
        ]
      },
      "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."
    }
  ]
}

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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552454
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552074
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552022
          }
        ]
      },
      "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": 552358
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552022
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552454
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552034
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552370
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552358
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552050
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552066
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552386
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552082
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552442
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552032
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 551982
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552035
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 551986
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

20 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": null
}

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

20 Fail

Needs attention

Frame protection

Failed check
01

Issue

Frame protection is missing or incomplete.

02

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence
{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

20 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
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

20 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
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

20 Fail

Needs attention

X-Content-Type-Options

Failed check
01

Issue

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

02

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

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

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": "rescale.com",
        "probes": [
          {
            "name": "_index._agents.rescale.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.rescale.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": "rescale.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
    • <input name="s"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing a label.
    • <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.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
    • <input name="Email"> is missing tool-param-description.
    • <input name="s"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing a label.
    • <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": 4,
        "formsWithTags": 0,
        "totalInteractive": 516,
        "interactiveWithTags": 0,
        "totalCount": 520,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 17,
        "issues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "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."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "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": 4,
        "formsWithTags": 0,
        "totalInteractive": 516,
        "interactiveWithTags": 0,
        "totalCount": 520,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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": 4,
    "formsWithTags": 0,
    "totalInteractive": 516,
    "interactiveWithTags": 0,
    "totalCount": 520,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"s\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<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.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input name=\"Email\"> is missing tool-param-description.",
      "<input name=\"s\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

8 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header.

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

75/100

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": null,
  "schemaDates": [
    "2026-05-18T13:58:43-07:00",
    "2021-08-12T12:17:28-07:00",
    "2026-05-18T13:58:43-07:00",
    "2021-08-12T12:17:28-07:00",
    "2022-02-09 11:37:48",
    "2022-02-09 11:37:48",
    "2026-05-04 14:00:50"
  ],
  "metaDateCount": 5,
  "timeDateCount": 0
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

24 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": 27,
  "passing": 3,
  "failing": [
    {
      "heading": "The Digital Engineering Platform",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center weight-600 has-theme-palette-2-color has-text-color has-link-color wp-elements-9a72e9b8c892e97be39b54d324180ff4\" style=\"margin-top:0;margin-bottom:0;line-height:1\">The Digital Engineering Platform</h2>",
      "firstParagraph": "Accelerate product breakthroughs with a unified platform that transforms modeling and simulation data into actionable engineering intelligence.",
      "paragraphHtml": "<p class=\"has-text-align-center max-800 has-theme-palette-9-color has-text-color has-link-color wp-elements-7d323627fbe796faece79f10c152c1b6 wp-block-paragraph\" style=\"font-size:20px\">Accelerate product breakthroughs with a unified platform that transforms modeling and simulation data into actionable engineering intelligence.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-ad168cab4d17584a8203bdaa211f1f44\" style=\"margin-bottom:var(--wp--preset--spacing--80)\">How McLaren Automotive is Operationalizing AI Physics &amp; Agentic Digital Engineering</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI-Driven Product Development Starts Here",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-a6981133ee5fcda6e5e4f937e11f7545\">AI-Driven Product Development Starts Here</h2>",
      "firstParagraph": "Accelerate discovery, design and delivery with the digital engineering platform that combines high-performance computing, advanced modeling and simulations, agentic engineering and AI physics to help innovative companies achieve peak R&D performance.",
      "paragraphHtml": "<p class=\"has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color has-larger-font-size wp-elements-32ad97947aa9cafa01434920a8ade6ba wp-block-paragraph\">Accelerate discovery, design and delivery with the digital engineering platform that combines high-performance computing, advanced modeling and simulations, agentic engineering and AI physics to help innovative companies achieve peak R&amp;D performance.</p>",
      "words": 32,
      "direct": false,
      "issue": "First paragraph is 32 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rescale High Performance Computing",
      "headingHtml": "<h3>Rescale High Performance Computing</h3>",
      "firstParagraph": "Elastic, cloud-based infrastructure that scales to meet demand, automatically optimizing configurations while our pre-configured applications eliminate setup work.",
      "paragraphHtml": "<p>Elastic, cloud-based infrastructure that scales&#xa0;to meet demand, automatically optimizing&#xa0;configurations while our&#xa0;pre-configured&#xa0;applications eliminate setup work.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Modeling And Simulation",
      "headingHtml": "<h3>Advanced Modeling And Simulation</h3>",
      "firstParagraph": "A unified, automated modeling and simulation environment that gives every engineering team access to the full simulation stack and workflow orchestration that eliminates configuration headaches and gaps.",
      "paragraphHtml": "<p>A unified, automated modeling and simulation environment that gives every engineering team access to the full simulation stack and workflow orchestration that eliminates configuration headaches and gaps.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Agentic Digital Engineering",
      "headingHtml": "<h3>Agentic Digital Engineering</h3>",
      "firstParagraph": "Agentic engineering transforms expert workflows into automated processes where agents handle orchestration, monitoring, and first-pass analysis, freeing engineering teams to drive strategic decisions.",
      "paragraphHtml": "<p>Agentic engineering transforms expert workflows into automated processes where agents handle orchestration, monitoring, and first-pass analysis, freeing engineering teams to drive strategic decisions.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Physics",
      "headingHtml": "<h3>AI Physics</h3>",
      "firstParagraph": "Rescale’s AI Physics operating system (OS) automates everything from data preparation through model deployment, transforming your existing simulation data into surrogate models that deliver highly accurate predictions in milliseconds.",
      "paragraphHtml": "<p>Rescale&#x2019;s AI Physics operating system (OS) automates everything from data preparation through model deployment, transforming your existing simulation<br> data into surrogate models that deliver highly accurate predictions in milliseconds.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why the World’s Most Innovative Companies Choose Rescale",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-4612282641a1ebe2bb7134ad93faa809\">Why the World&#x2019;s Most Innovative Companies Choose Rescale</h2>",
      "firstParagraph": "Accelerate your digital transformation with a scalable engineering foundation that turns complex simulation data into a competitive advantage.",
      "paragraphHtml": "<p class=\"has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color has-larger-font-size wp-elements-9712d88badadb7dfb81f7e1a58433523 wp-block-paragraph\">Accelerate your digital transformation with a scalable engineering foundation that turns complex simulation data into a competitive advantage.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "180+",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-5891c7b86c3ebc3e5d68034baaf77a49\" style=\"margin-top:0;margin-bottom:0\">180+</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "1,250+",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-82b16f2173968aeb31f0b6b1d8840b07\" style=\"margin-top:0;margin-bottom:0\">1,250+</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "1,000+",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-109f67ab95481e7a4bef7987c4b781d0\" style=\"margin-top:0;margin-bottom:0\">1,000+</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product Development is Evolving.",
      "headingHtml": "<h3 class=\"wp-block-heading balance has-theme-palette-2-color has-text-color has-link-color wp-elements-9d00ceba5547feafc85734d940c5632d\">Product Development is Evolving.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Are Your R&D Teams Ready?",
      "headingHtml": "<h2 class=\"wp-block-heading balance has-theme-palette-9-color has-text-color has-link-color wp-elements-00d17986fab4b06ec69bf8bb275dbc29\">Are Your R&amp;D Teams Ready?</h2>",
      "firstParagraph": "AI-Assisted Simulation:",
      "paragraphHtml": "<p class=\"has-theme-palette-2-color has-text-color has-link-color wp-elements-a2a5bf5a90354f29534abe0812a381dd wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0;font-style:normal;font-weight:500;letter-spacing:1.6px;text-transform:uppercase\">AI-Assisted Simulation:</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "The New Standard for R&D Performance",
      "headingHtml": "<h2 class=\"kt-adv-heading19_c2c03b-00 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading19_c2c03b-00\">The New Standard for R&amp;D Performance</h2>",
      "firstParagraph": "78%",
      "paragraphHtml": "<p class=\"has-theme-palette-2-color has-text-color has-link-color wp-elements-bd9802331536bd19d32fb1bcd8e7d526 wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0px;padding-top:0;padding-bottom:8px;font-size:64px;font-style:normal;font-weight:600;line-height:1\">78%</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "HPC Cloud Bursting & Migration",
      "headingHtml": "<h3 class=\"use-case-label\">HPC Cloud Bursting &amp; Migration</h3>",
      "firstParagraph": "Access elastic compute & storage on-demand",
      "paragraphHtml": "<p>Access elastic compute &amp; storage on-demand</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Modeling & Simulation Performance Optimization",
      "headingHtml": "<h3 class=\"use-case-label\">Modeling &amp; Simulation Performance Optimization</h3>",
      "firstParagraph": "Improve application speed, cost, & resource efficiency",
      "paragraphHtml": "<p>Improve application speed, cost, &amp; resource efficiency</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "GPU Acceleration",
      "headingHtml": "<h3 class=\"use-case-label\">GPU Acceleration</h3>",
      "firstParagraph": "Transform performance for computing & visualization",
      "paragraphHtml": "<p>Transform performance for computing &amp; visualization</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Financial Management & Cost Optimization",
      "headingHtml": "<h3 class=\"use-case-label\">Financial Management &amp; Cost Optimization</h3>",
      "firstParagraph": "Track, control and optimize compute spend",
      "paragraphHtml": "<p>Track, control and optimize compute spend</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Security & Compliance Management",
      "headingHtml": "<h3 class=\"use-case-label\">Security &amp; Compliance Management</h3>",
      "firstParagraph": "Ensure full-stack data protection & policy concerns",
      "paragraphHtml": "<p>Ensure full-stack data protection &amp; policy concerns</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Application & License Management",
      "headingHtml": "<h3 class=\"use-case-label\">Application &amp; License Management</h3>",
      "firstParagraph": "Deploy and manage simulation software & licensing",
      "paragraphHtml": "<p>Deploy and manage simulation software &amp; licensing</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cloud & Hardware Resource Orchestration",
      "headingHtml": "<h3 class=\"use-case-label\">Cloud &amp; Hardware Resource Orchestration</h3>",
      "firstParagraph": "Automate computing resources and configurations",
      "paragraphHtml": "<p>Automate computing resources and configurations </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Simulation Data & Workflow Management",
      "headingHtml": "<h3 class=\"use-case-label\">Simulation Data &amp; Workflow Management</h3>",
      "firstParagraph": "Analyze, govern, and trace simulation data & workflows",
      "paragraphHtml": "<p>Analyze, govern, and trace simulation data &amp; workflows</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI/ML for Engineering and Scientific R&D",
      "headingHtml": "<h3 class=\"use-case-label\">AI/ML for Engineering and Scientific R&amp;D</h3>",
      "firstParagraph": "Build custom models & deploy new methods",
      "paragraphHtml": "<p>Build custom models &amp; deploy new methods</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Best Way to Explore Rescale is Hands On",
      "headingHtml": "<h2 class=\"kt-adv-heading53b734-3a wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading53b734-3a\">The Best Way to Explore Rescale is Hands On</h2>",
      "firstParagraph": "Get updates on platform releases and engineering insights",
      "paragraphHtml": "<p class=\"has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-b3431b996a4dffdd89d2a6b2db4c0d30 wp-block-paragraph\" style=\"margin-top:-24px;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;font-size:16px;line-height:1\">Get updates on platform releases and engineering insights</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

4 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

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
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

3 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
01

Issue

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

Details

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: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 12,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

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

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

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: Question-led structure scored 70/100 and needs improvement.

Evidence
{
  "h2Count": 13,
  "questionH2s": [
    {
      "index": 2,
      "text": "How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "isQuestion": true,
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-ad168cab4d17584a8203bdaa211f1f44\" style=\"margin-bottom:var(--wp--preset--spacing--80)\">How McLaren Automotive is Operationalizing AI Physics &amp; Agentic Digital Engineering</h2>"
    },
    {
      "index": 4,
      "text": "Why the World’s Most Innovative Companies Choose Rescale",
      "isQuestion": true,
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-4612282641a1ebe2bb7134ad93faa809\">Why the World&#x2019;s Most Innovative Companies Choose Rescale</h2>"
    },
    {
      "index": 8,
      "text": "Are Your R&D Teams Ready?",
      "isQuestion": true,
      "html": "<h2 class=\"wp-block-heading balance has-theme-palette-9-color has-text-color has-link-color wp-elements-00d17986fab4b06ec69bf8bb275dbc29\">Are Your R&amp;D Teams Ready?</h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: publisher.

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

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Source and trust signals scored 80/100 and needs improvement.

Evidence
{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [
    "upcraft_admin"
  ],
  "schemaPublishers": [],
  "schemaDates": [
    "2021-08-12T12:17:28-07:00",
    "2026-05-18T13:58:43-07:00",
    "2022-02-09 11:37:48",
    "2026-05-04 14:00:50"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "CompanyExpand",
      "html": "<a href=\"#\"><span class=\"nav-drop-title-wrap\">Company<span class=\"dropdown-nav-toggle\"><span class=\"kadence-svg-iconset svg-baseline\"><svg aria-hidden=\"true\" class=\"kadence-svg-icon kadence-arrow-down-svg\" fill=\"currentColor\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><title>Expand</title><path d=\"M5.293 9.707l6 6c0.391 0.391 1.024 0.391 1.414 0l6-6c0.391-0.391 0.391-1.024 0-1.414s-1.024-0.391-1.414 0l-5.293 5.293-5.293-5.293c-0.391-0.391-1.024..."
    },
    {
      "href": "https://rescale.com/company/about/",
      "text": "About",
      "html": "<a href=\"https://rescale.com/company/about/\">About</a>"
    },
    {
      "href": "https://rescale.com/company/careers/",
      "text": "Careers",
      "html": "<a href=\"https://rescale.com/company/careers/\">Careers</a>"
    },
    {
      "href": "https://rescale.com/company/investors/",
      "text": "Investors",
      "html": "<a href=\"https://rescale.com/company/investors/\">Investors</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Applicant Privacy Notice",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Applicant Privacy Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/ccpa/",
      "text": "CCPA",
      "html": "<a href=\"https://rescale.com/company/legal/ccpa/\">CCPA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/cookie-notice/",
      "text": "Cookie Notice",
      "html": "<a href=\"https://rescale.com/company/legal/cookie-notice/\">Cookie Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/customer-agreement/",
      "text": "Customer Agreement",
      "html": "<a href=\"https://rescale.com/company/legal/customer-agreement/\">Customer Agreement</a>"
    },
    {
      "href": "https://rescale.com/company/legal/data-security-policy/",
      "text": "Data Security Policy",
      "html": "<a href=\"https://rescale.com/company/legal/data-security-policy/\">Data Security Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://rescale.com/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/sla/",
      "text": "SLA",
      "html": "<a rel=\"privacy-policy\" href=\"https://rescale.com/company/legal/sla/\">SLA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/support-policy/",
      "text": "Support Policy",
      "html": "<a href=\"https://rescale.com/company/legal/support-policy/\">Support Policy</a>"
    },
    {
      "href": "https://www.linkedin.com/company/rescale",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/rescale\"> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3.24219C3.67157 3.24219 3 3.91376 3 4.74219V19.7422C3 20.5706 3.67157 21.2422 4.5 21.2422H19.5C20.3284 21.2422 21 20.5706 21 19.7422V4.74219C21 3.91376 20.3284 3.24219 19.5 3.24219H4.5ZM8.52076 7.24491C8.52639 8.20116 7.81061 8.79038 6.96123 8.78616C6.16107 8.78194 5.46357 8.14491 5.46779 7.246..."
    },
    {
      "href": "/company/about/",
      "text": "About",
      "html": "<a href=\"/company/about/\">About</a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a href=\"/company/careers/\">Careers</a>"
    },
    {
      "href": "/company/investors/",
      "text": "Investors",
      "html": "<a href=\"/company/investors/\">Investors</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Legal",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\" data-type=\"link\" data-id=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Legal</a>"
    },
    {
      "href": "/company/legal/customer-agreement/",
      "text": "Terms of Use",
      "html": "<a href=\"/company/legal/customer-agreement/\">Terms of Use</a>"
    },
    {
      "href": "/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "/company/legal/privacy-policy/",
      "text": "Do not sell my personal information",
      "html": "<a href=\"/company/legal/privacy-policy/\">Do not sell my personal information</a>"
    },
    {
      "href": "/company/legal/ccpa/",
      "text": "CA Notice",
      "html": "<a href=\"/company/legal/ccpa/\">CA Notice</a>"
    },
    {
      "href": "#",
      "text": "Company",
      "html": "<a href=\"#\">Company</a>"
    },
    {
      "href": "https://rescale.com/company/about/",
      "text": "About",
      "html": "<a href=\"https://rescale.com/company/about/\">About</a>"
    },
    {
      "href": "https://rescale.com/company/careers/",
      "text": "Careers",
      "html": "<a href=\"https://rescale.com/company/careers/\">Careers</a>"
    },
    {
      "href": "https://rescale.com/company/investors/",
      "text": "Investors",
      "html": "<a href=\"https://rescale.com/company/investors/\">Investors</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Applicant Privacy Notice",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Applicant Privacy Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/ccpa/",
      "text": "CCPA",
      "html": "<a href=\"https://rescale.com/company/legal/ccpa/\">CCPA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/cookie-notice/",
      "text": "Cookie Notice",
      "html": "<a href=\"https://rescale.com/company/legal/cookie-notice/\">Cookie Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/customer-agreement/",
      "text": "Customer Agreement",
      "html": "<a href=\"https://rescale.com/company/legal/customer-agreement/\">Customer Agreement</a>"
    },
    {
      "href": "https://rescale.com/company/legal/data-security-policy/",
      "text": "Data Security Policy",
      "html": "<a href=\"https://rescale.com/company/legal/data-security-policy/\">Data Security Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://rescale.com/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/sla/",
      "text": "SLA",
      "html": "<a rel=\"privacy-policy\" href=\"https://rescale.com/company/legal/sla/\">SLA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/support-policy/",
      "text": "Support Policy",
      "html": "<a href=\"https://rescale.com/company/legal/support-policy/\">Support Policy</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://rescale.com/rescale-support-request/",
      "text": "Support",
      "html": "<a target=\"_blank\" href=\"https://rescale.com/rescale-support-request/\">Support</a>"
    },
    {
      "href": "https://rescale.com/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"https://rescale.com/contact-us/\">Contact Us</a>"
    },
    {
      "href": "https://rescale.com/company/legal/support-policy/",
      "text": "Support Policy",
      "html": "<a href=\"https://rescale.com/company/legal/support-policy/\">Support Policy</a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"/contact-us/\">Contact Us</a>"
    },
    {
      "href": "/rescale-support/",
      "text": "Support",
      "html": "<a href=\"/rescale-support/\">Support</a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"/contact-us/\">Contact Us</a>"
    },
    {
      "href": "https://rescale.com/contact-us/",
      "text": "Contact Us",
      "html": "<a href=\"https://rescale.com/contact-us/\">Contact Us</a>"
    },
    {
      "href": "https://rescale.com/company/legal/support-policy/",
      "text": "Support Policy",
      "html": "<a href=\"https://rescale.com/company/legal/support-policy/\">Support Policy</a>"
    },
    {
      "href": "https://rescale.com/rescale-support-request/",
      "text": "Support",
      "html": "<a target=\"_blank\" href=\"https://rescale.com/rescale-support-request/\">Support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Applicant Privacy Notice",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Applicant Privacy Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://rescale.com/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://www.rescale.com/legal/privacy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.rescale.com/legal/privacy/\" target=\"_blank\" id>Privacy Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Legal",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\" data-type=\"link\" data-id=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Legal</a>"
    },
    {
      "href": "/company/legal/customer-agreement/",
      "text": "Terms of Use",
      "html": "<a href=\"/company/legal/customer-agreement/\">Terms of Use</a>"
    },
    {
      "href": "/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "/company/legal/privacy-policy/",
      "text": "Do not sell my personal information",
      "html": "<a href=\"/company/legal/privacy-policy/\">Do not sell my personal information</a>"
    },
    {
      "href": "#",
      "text": "Privacy Settings",
      "html": "<a id=\"ss-ccpa-privacy\" href=\"#\">Privacy Settings</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Applicant Privacy Notice",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Applicant Privacy Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://rescale.com/company/legal/privacy-policy/\">Privacy Policy</a>"
    }
  ],
  "score": 80,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 80/100 and needs improvement.

2 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: publisher.

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

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 80/100 and needs improvement.

Evidence
{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [
    "upcraft_admin"
  ],
  "schemaPublishers": [],
  "schemaDates": [
    "2021-08-12T12:17:28-07:00",
    "2026-05-18T13:58:43-07:00",
    "2022-02-09 11:37:48",
    "2026-05-04 14:00:50"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "CompanyExpand",
      "html": "<a href=\"#\"><span class=\"nav-drop-title-wrap\">Company<span class=\"dropdown-nav-toggle\"><span class=\"kadence-svg-iconset svg-baseline\"><svg aria-hidden=\"true\" class=\"kadence-svg-icon kadence-arrow-down-svg\" fill=\"currentColor\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><title>Expand</title><path d=\"M5.293 9.707l6 6c0.391 0.391 1.024 0.391 1.414 0l6-6c0.391-0.391 0.391-1.024 0-1.414s-1.024-0.391-1.414 0l-5.293 5.293-5.293-5.293c-0.391-0.391-1.024..."
    },
    {
      "href": "https://rescale.com/company/about/",
      "text": "About",
      "html": "<a href=\"https://rescale.com/company/about/\">About</a>"
    },
    {
      "href": "https://rescale.com/company/careers/",
      "text": "Careers",
      "html": "<a href=\"https://rescale.com/company/careers/\">Careers</a>"
    },
    {
      "href": "https://rescale.com/company/investors/",
      "text": "Investors",
      "html": "<a href=\"https://rescale.com/company/investors/\">Investors</a>"
    },
    {
      "href": "https://rescale.com/company/legal/applicant-privacy-notice/",
      "text": "Applicant Privacy Notice",
      "html": "<a href=\"https://rescale.com/company/legal/applicant-privacy-notice/\">Applicant Privacy Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/ccpa/",
      "text": "CCPA",
      "html": "<a href=\"https://rescale.com/company/legal/ccpa/\">CCPA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/cookie-notice/",
      "text": "Cookie Notice",
      "html": "<a href=\"https://rescale.com/company/legal/cookie-notice/\">Cookie Notice</a>"
    },
    {
      "href": "https://rescale.com/company/legal/customer-agreement/",
      "text": "Customer Agreement",
      "html": "<a href=\"https://rescale.com/company/legal/customer-agreement/\">Customer Agreement</a>"
    },
    {
      "href": "https://rescale.com/company/legal/data-security-policy/",
      "text": "Data Security Policy",
      "html": "<a href=\"https://rescale.com/company/legal/data-security-policy/\">Data Security Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://rescale.com/company/legal/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://rescale.com/company/legal/sla/",
      "text": "SLA",
      "html": "<a rel=\"privacy-policy\" href=\"https://rescale.com/company/legal/sla/\">SLA</a>"
    },
    {
      "href": "https://rescale.com/company/legal/support-policy/",
      "text": "Support Policy",
      "html": "<a href=\"https://rescale.com/company/legal/support-policy/\">Support Policy</a>"
    },
    {
      "href": "https://www.linkedin.com/company/rescale",
      "text": "",
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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

54 image(s) are missing width/height attributes. 11 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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      "height": "",
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      "height": "",
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      "html": "<img decoding=\"async\" src=\"https://rescale.com/wp-content/uploads/2136459310-a448e63c050431b9accde7f0754dbb5c15556200559c467ce142cb90daaa4e49-d_640.jpg\" alt=\"How McLaren Automotive is Operationalizing AI Physics &amp; Agentic Digital Engineering\">"
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    "<div class=\"rescale-software-popup\"><div class=\"rescale-software-popup-content\"></div></div>",
    "<div class=\"rescale-software-popup-content\"></div>",
    "<div id=\"fancybox-wrap\" role=\"dialog\" aria-hidden=\"true\" aria-labelledby=\"fancybox-title\" tabindex=\"-1\"><div id=\"fancybox-outer\"><div id=\"fancybox-content\"></div><a id=\"fancybox-close\" href=\"javascript:;\" title=\"Close\" class=\"fancy-ico\" tabindex=\"1\"><span></span></a><a id=\"fancybox-next\" href=\"javascript:;\" title=\"Next\" class=\"fancy-ico\" tabindex=\"2\"><span></span></a><a id=\"fancybox-prev\" href=\"javascript:;\" title=\"Previous\" class=\"fancy-ico\" tabindex=\"3\"><span></span></a><div id=\"fancybox-ti..."
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  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

24 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
{
  "sectionCount": 27,
  "passing": 3,
  "failing": [
    {
      "heading": "The Digital Engineering Platform",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center weight-600 has-theme-palette-2-color has-text-color has-link-color wp-elements-9a72e9b8c892e97be39b54d324180ff4\" style=\"margin-top:0;margin-bottom:0;line-height:1\">The Digital Engineering Platform</h2>",
      "firstParagraph": "Accelerate product breakthroughs with a unified platform that transforms modeling and simulation data into actionable engineering intelligence.",
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      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
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      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI-Driven Product Development Starts Here",
      "headingHtml": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-a6981133ee5fcda6e5e4f937e11f7545\">AI-Driven Product Development Starts Here</h2>",
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      "words": 32,
      "direct": false,
      "issue": "First paragraph is 32 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rescale High Performance Computing",
      "headingHtml": "<h3>Rescale High Performance Computing</h3>",
      "firstParagraph": "Elastic, cloud-based infrastructure that scales to meet demand, automatically optimizing configurations while our pre-configured applications eliminate setup work.",
      "paragraphHtml": "<p>Elastic, cloud-based infrastructure that scales&#xa0;to meet demand, automatically optimizing&#xa0;configurations while our&#xa0;pre-configured&#xa0;applications eliminate setup work.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Modeling And Simulation",
      "headingHtml": "<h3>Advanced Modeling And Simulation</h3>",
      "firstParagraph": "A unified, automated modeling and simulation environment that gives every engineering team access to the full simulation stack and workflow orchestration that eliminates configuration headaches and gaps.",
      "paragraphHtml": "<p>A unified, automated modeling and simulation environment that gives every engineering team access to the full simulation stack and workflow orchestration that eliminates configuration headaches and gaps.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Agentic Digital Engineering",
      "headingHtml": "<h3>Agentic Digital Engineering</h3>",
      "firstParagraph": "Agentic engineering transforms expert workflows into automated processes where agents handle orchestration, monitoring, and first-pass analysis, freeing engineering teams to drive strategic decisions.",
      "paragraphHtml": "<p>Agentic engineering transforms expert workflows into automated processes where agents handle orchestration, monitoring, and first-pass analysis, freeing engineering teams to drive strategic decisions.</p>",
      "words": 23,
      "direct": false,
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    },
    {
      "heading": "AI Physics",
      "headingHtml": "<h3>AI Physics</h3>",
      "firstParagraph": "Rescale’s AI Physics operating system (OS) automates everything from data preparation through model deployment, transforming your existing simulation data into surrogate models that deliver highly accurate predictions in milliseconds.",
      "paragraphHtml": "<p>Rescale&#x2019;s AI Physics operating system (OS) automates everything from data preparation through model deployment, transforming your existing simulation<br> data into surrogate models that deliver highly accurate predictions in milliseconds.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
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    {
      "heading": "Why the World’s Most Innovative Companies Choose Rescale",
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      "words": 18,
      "direct": false,
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      "firstParagraph": "AI-Assisted Simulation:",
      "paragraphHtml": "<p class=\"has-theme-palette-2-color has-text-color has-link-color wp-elements-a2a5bf5a90354f29534abe0812a381dd wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0;font-style:normal;font-weight:500;letter-spacing:1.6px;text-transform:uppercase\">AI-Assisted Simulation:</p>",
      "words": 2,
      "direct": false,
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      "heading": "The New Standard for R&D Performance",
      "headingHtml": "<h2 class=\"kt-adv-heading19_c2c03b-00 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading19_c2c03b-00\">The New Standard for R&amp;D Performance</h2>",
      "firstParagraph": "78%",
      "paragraphHtml": "<p class=\"has-theme-palette-2-color has-text-color has-link-color wp-elements-bd9802331536bd19d32fb1bcd8e7d526 wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0px;padding-top:0;padding-bottom:8px;font-size:64px;font-style:normal;font-weight:600;line-height:1\">78%</p>",
      "words": 1,
      "direct": false,
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    },
    {
      "heading": "HPC Cloud Bursting & Migration",
      "headingHtml": "<h3 class=\"use-case-label\">HPC Cloud Bursting &amp; Migration</h3>",
      "firstParagraph": "Access elastic compute & storage on-demand",
      "paragraphHtml": "<p>Access elastic compute &amp; storage on-demand</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Modeling & Simulation Performance Optimization",
      "headingHtml": "<h3 class=\"use-case-label\">Modeling &amp; Simulation Performance Optimization</h3>",
      "firstParagraph": "Improve application speed, cost, & resource efficiency",
      "paragraphHtml": "<p>Improve application speed, cost, &amp; resource efficiency</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "GPU Acceleration",
      "headingHtml": "<h3 class=\"use-case-label\">GPU Acceleration</h3>",
      "firstParagraph": "Transform performance for computing & visualization",
      "paragraphHtml": "<p>Transform performance for computing &amp; visualization</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Financial Management & Cost Optimization",
      "headingHtml": "<h3 class=\"use-case-label\">Financial Management &amp; Cost Optimization</h3>",
      "firstParagraph": "Track, control and optimize compute spend",
      "paragraphHtml": "<p>Track, control and optimize compute spend</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Security & Compliance Management",
      "headingHtml": "<h3 class=\"use-case-label\">Security &amp; Compliance Management</h3>",
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      "paragraphHtml": "<p>Ensure full-stack data protection &amp; policy concerns</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
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      "heading": "Application & License Management",
      "headingHtml": "<h3 class=\"use-case-label\">Application &amp; License Management</h3>",
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      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
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      "heading": "Cloud & Hardware Resource Orchestration",
      "headingHtml": "<h3 class=\"use-case-label\">Cloud &amp; Hardware Resource Orchestration</h3>",
      "firstParagraph": "Automate computing resources and configurations",
      "paragraphHtml": "<p>Automate computing resources and configurations </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
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      "headingHtml": "<h3 class=\"use-case-label\">Simulation Data &amp; Workflow Management</h3>",
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      "paragraphHtml": "<p>Analyze, govern, and trace simulation data &amp; workflows</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
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      "heading": "AI/ML for Engineering and Scientific R&D",
      "headingHtml": "<h3 class=\"use-case-label\">AI/ML for Engineering and Scientific R&amp;D</h3>",
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      "paragraphHtml": "<p>Build custom models &amp; deploy new methods</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
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      "heading": "The Best Way to Explore Rescale is Hands On",
      "headingHtml": "<h2 class=\"kt-adv-heading53b734-3a wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading53b734-3a\">The Best Way to Explore Rescale is Hands On</h2>",
      "firstParagraph": "Get updates on platform releases and engineering insights",
      "paragraphHtml": "<p class=\"has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-b3431b996a4dffdd89d2a6b2db4c0d30 wp-block-paragraph\" style=\"margin-top:-24px;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;font-size:16px;line-height:1\">Get updates on platform releases and engineering insights</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 86/100 and needs improvement.

1 Warning

Needs attention

AIO: Visible structured data match

Warning
01

Issue

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

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: Visible structured data match

Score

86/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Visible structured data match scored 86/100 and needs improvement.

Evidence
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  "schemaCount": 10,
  "checkedFields": [
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      "value": "Rescale"
    },
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      "value": "Rescale"
    },
    {
      "path": "$[0].@graph[3].name",
      "value": "Rescale&#039;s Digital Engineering Platform, Built for the AI Era"
    },
    {
      "path": "$[0].@graph[4].name",
      "value": "upcraft_admin"
    },
    {
      "path": "$[0].@graph[5].headline",
      "value": "Rescale&#039;s Digital Engineering Platform, Built for the AI Era"
    },
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      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
    {
      "path": "$[0].@graph[5].author.name",
      "value": "upcraft_admin"
    },
    {
      "path": "$[0].@graph[5].name",
      "value": "Rescale&#039;s Digital Engineering Platform, Built for the AI Era"
    },
    {
      "path": "$[0].@graph[6].name",
      "value": "Rescale is High Performance Computing Built for the Cloud"
    },
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      "path": "$[0].@graph[6].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
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      "path": "$[0].@graph[7].name",
      "value": "Rescale is High Performance Computing Built for the Cloud"
    },
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      "path": "$[0].@graph[7].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
    {
      "path": "$[0].@graph[8].name",
      "value": "SHORT: McLaren - Rescale - NVIDIA"
    },
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      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
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    },
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      "path": "$[6].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
    {
      "path": "$[6].author.name",
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    },
    {
      "path": "$[6].name",
      "value": "Rescale&#039;s Digital Engineering Platform, Built for the AI Era"
    },
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      "path": "$[7].name",
      "value": "Rescale is High Performance Computing Built for the Cloud"
    },
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      "path": "$[7].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
    {
      "path": "$[8].name",
      "value": "Rescale is High Performance Computing Built for the Cloud"
    },
    {
      "path": "$[8].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    },
    {
      "path": "$[9].name",
      "value": "SHORT: McLaren - Rescale - NVIDIA"
    },
    {
      "path": "$[9].description",
      "value": "Accelerate product breakthroughs with Rescale&#039;s digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[4].name",
      "value": "upcraft_admin"
    },
    {
      "path": "$[0].@graph[5].author.name",
      "value": "upcraft_admin"
    },
    {
      "path": "$[5].name",
      "value": "upcraft_admin"
    },
    {
      "path": "$[6].author.name",
      "value": "upcraft_admin"
    }
  ],
  "score": 86,
  "weight": 18
}

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, 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": "The Digital Engineering Platform",
      "html": "<h2 class=\"wp-block-heading has-text-align-center weight-600 has-theme-palette-2-color has-text-color has-link-color wp-elements-9a72e9b8c892e97be39b54d324180ff4\" style=\"margin-top:0;margin-bottom:0;line-height:1\">The Digital Engineering Platform</h2>"
    },
    {
      "text": "How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-ad168cab4d17584a8203bdaa211f1f44\" style=\"margin-bottom:var(--wp--preset--spacing--80)\">How McLaren Automotive is Operationalizing AI Physics &amp; Agentic Digital Engineering</h2>"
    },
    {
      "text": "AI-Driven Product Development Starts Here",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-a6981133ee5fcda6e5e4f937e11f7545\">AI-Driven Product Development Starts Here</h2>"
    },
    {
      "text": "Why the World’s Most Innovative Companies Choose Rescale",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-4612282641a1ebe2bb7134ad93faa809\">Why the World&#x2019;s Most Innovative Companies Choose Rescale</h2>"
    },
    {
      "text": "180+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-5891c7b86c3ebc3e5d68034baaf77a49\" style=\"margin-top:0;margin-bottom:0\">180+</h2>"
    },
    {
      "text": "1,250+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-82b16f2173968aeb31f0b6b1d8840b07\" style=\"margin-top:0;margin-bottom:0\">1,250+</h2>"
    },
    {
      "text": "1,000+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-109f67ab95481e7a4bef7987c4b781d0\" style=\"margin-top:0;margin-bottom:0\">1,000+</h2>"
    },
    {
      "text": "Are Your R&D Teams Ready?",
      "html": "<h2 class=\"wp-block-heading balance has-theme-palette-9-color has-text-color has-link-color wp-elements-00d17986fab4b06ec69bf8bb275dbc29\">Are Your R&amp;D Teams Ready?</h2>"
    },
    {
      "text": "The New Standard for R&D Performance",
      "html": "<h2 class=\"kt-adv-heading19_c2c03b-00 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading19_c2c03b-00\">The New Standard for R&amp;D Performance</h2>"
    },
    {
      "text": "One Platform. Limitless Applications.",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-1ca61a20d0cd8a542781b3ef4a82e97d\">One Platform. Limitless Applications.</h2>"
    },
    {
      "text": "Built for the Industries Shaping the Future",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-f2d17fba8310c52f3714eb451403f24f\">Built for the Industries Shaping the Future</h2>"
    },
    {
      "text": "Explore the Future of Digital Engineering",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-31b88b7275d081f2854024aa980949df\" style=\"padding-bottom:40px\">Explore the Future of Digital Engineering</h2>"
    },
    {
      "text": "The Best Way to Explore Rescale is Hands On",
      "html": "<h2 class=\"kt-adv-heading53b734-3a wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading53b734-3a\">The Best Way to Explore Rescale is Hands On</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Rescale's Digital Engineering Platform, Built... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Rescale's Digital Engineering Platform, Built... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Rescale's Digital Engineering Platform, Built... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Rescale's Digital Engineering Platform, Built... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Rescale's Digital Engineering Platform, Built... 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": 551998
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 551986
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552356
          }
        ]
      },
      "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, 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": "The Digital Engineering Platform",
      "html": "<h2 class=\"wp-block-heading has-text-align-center weight-600 has-theme-palette-2-color has-text-color has-link-color wp-elements-9a72e9b8c892e97be39b54d324180ff4\" style=\"margin-top:0;margin-bottom:0;line-height:1\">The Digital Engineering Platform</h2>"
    },
    {
      "text": "How McLaren Automotive is Operationalizing AI Physics & Agentic Digital Engineering",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-ad168cab4d17584a8203bdaa211f1f44\" style=\"margin-bottom:var(--wp--preset--spacing--80)\">How McLaren Automotive is Operationalizing AI Physics &amp; Agentic Digital Engineering</h2>"
    },
    {
      "text": "AI-Driven Product Development Starts Here",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-a6981133ee5fcda6e5e4f937e11f7545\">AI-Driven Product Development Starts Here</h2>"
    },
    {
      "text": "Why the World’s Most Innovative Companies Choose Rescale",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-4612282641a1ebe2bb7134ad93faa809\">Why the World&#x2019;s Most Innovative Companies Choose Rescale</h2>"
    },
    {
      "text": "180+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-5891c7b86c3ebc3e5d68034baaf77a49\" style=\"margin-top:0;margin-bottom:0\">180+</h2>"
    },
    {
      "text": "1,250+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-82b16f2173968aeb31f0b6b1d8840b07\" style=\"margin-top:0;margin-bottom:0\">1,250+</h2>"
    },
    {
      "text": "1,000+",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-2-color has-text-color has-link-color wp-elements-109f67ab95481e7a4bef7987c4b781d0\" style=\"margin-top:0;margin-bottom:0\">1,000+</h2>"
    },
    {
      "text": "Are Your R&D Teams Ready?",
      "html": "<h2 class=\"wp-block-heading balance has-theme-palette-9-color has-text-color has-link-color wp-elements-00d17986fab4b06ec69bf8bb275dbc29\">Are Your R&amp;D Teams Ready?</h2>"
    },
    {
      "text": "The New Standard for R&D Performance",
      "html": "<h2 class=\"kt-adv-heading19_c2c03b-00 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading19_c2c03b-00\">The New Standard for R&amp;D Performance</h2>"
    },
    {
      "text": "One Platform. Limitless Applications.",
      "html": "<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color wp-elements-1ca61a20d0cd8a542781b3ef4a82e97d\">One Platform. Limitless Applications.</h2>"
    },
    {
      "text": "Built for the Industries Shaping the Future",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-f2d17fba8310c52f3714eb451403f24f\">Built for the Industries Shaping the Future</h2>"
    },
    {
      "text": "Explore the Future of Digital Engineering",
      "html": "<h2 class=\"wp-block-heading has-text-align-center max-1000 has-theme-palette-9-color has-text-color has-link-color wp-elements-31b88b7275d081f2854024aa980949df\" style=\"padding-bottom:40px\">Explore the Future of Digital Engineering</h2>"
    },
    {
      "text": "The Best Way to Explore Rescale is Hands On",
      "html": "<h2 class=\"kt-adv-heading53b734-3a wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading53b734-3a\">The Best Way to Explore Rescale is Hands On</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Rescale's Digital Engineering Platform, Built... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Rescale's Digital Engineering Platform, Built... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Rescale's Digital Engineering Platform, Built... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Rescale's Digital Engineering Platform, Built...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Rescale's Digital Engineering Platform, Built... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Rescale's Digital Engineering Platform, Built... 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. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.

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. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.

  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/html; charset=UTF-8",
        "length": 551970,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
          "compatibleContentType": false,
          "contentLength": 543259,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": true,
          "links": [
            "https://ogp.me/ns#\"",
            "https://schema.org/WebPage\"",
            "https://rescale.com/auth.md\"",
            "https://rescale.com/ja/auth.md\"",
            "https://rescale.com/ko/auth.md\"",
            "https://rankmath.com/",
            "/title",
            "/ld+json",
            "https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://rescale.com/#organization\",\"name\":\"Rescale\",\"url\":\"https://rescale.com\",\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https://rescale.com/#logo\",\"url\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"contentUrl\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"caption\":\"Rescale\",\"inLanguage\":\"en-US\",\"width\":\"603\",\"height\":\"124\"}},{\"@type\":\"WebSite\",\"@id\":\"https://rescale.com/#website\",\"url\":\"https://rescale.com\",\"name\":\"Rescale\",\"publisher\":{\"@id\":\"https://rescale.com/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":\"1\",\"item\":{\"@id\":\"https://rescale.com\",\"name\":\"Home\"}}]},{\"@type\":\"WebPage\",\"@id\":\"#webpage\",\"url\":\"\",\"name\":\"Page",
            "https://rescale.com/#website\"},\"inLanguage\":\"en-US\",\"breadcrumb\":{\"@id\":\"#breadcrumb\"}}]}</script>"
          ],
          "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/auth.md\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/auth.md\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/auth.md\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta property=\"og:ti"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
      "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": 404,
        "contentType": "text/html; charset=UTF-8",
        "length": 552470,
        "text": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/.well-known/oauth-protected-resource\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/.well-known/oauth-protected-resource\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/.well-known/oauth-protected-resource\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta property=\"og:title\" content=\"Page Not Found - Rescale\" />\n<meta property=\"og:site_name\" content=\"Rescale\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"Page Not Found - Rescale\" />\n<script type=\"application/ld+json\" class=\"rank-math-schema-pro\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://rescale.com/#organization\",\"name\":\"Rescale\",\"url\":\"https://rescale.com\",\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https://rescale.com/#logo\",\"url\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"contentUrl\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"caption\":\"Rescale\",\"inLanguage\":\"en-US\",\"width\":\"603\",\"height\":\"124\"}},{\"@type\":\"WebSite\",\"@id\":\"https://rescale.com/#website\",\"url\":\"https://rescale.com\",\"name\":\"Rescale\",\"publisher\":{\"@id\":\"https://rescale.com/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":\"1\",\"item\":{\"@id\":\"https://rescale.com\",\"name\":\"Home\"}}]},{\"@type\":\"WebPage\",\"@id\":\"#webpage\",\"url\":\"\",\"name\":\"Page Not Found - Rescale\",\"isPartOf\":{\"@id\":\"https://rescale.com/#website\"},\"inLanguage\":\"en-US\",\"breadcrumb\":{\"@id\":\"#breadcrumb\"}}]}</script>\n<!-- /Rank Math WordPress SEO plugin -->\n\n<link rel='dns-prefetch' href='//cdn.amplitude.com' />\n<link rel='dns-prefetch' href='//player.vimeo.com' />\n<link rel='dns-prefetch' href='//cdnjs.cloudflare.com' />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale &raquo; Feed\" href=\"https://rescale.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale &raquo; Comments Feed\" href=\"https://rescale.com/comments/feed/\" />\n<link rel=\"alternate\" type=\"text/calendar\" title=\"Rescale &raquo; iCal Feed\" href=\"https://rescale.com/events/?ical=1\" />\n\t\t\t<script>document.documentElement.classList.remove( 'no-js' );</script>\n\t\t\t<style id=\"wp-img-auto-sizes-contain-inline-css\">\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<link rel='stylesheet' id='kadence-blocks-rowlayout-css' href='https://rescale.com/wp-content/plugins/kadence-blocks/dist/style-blocks-rowlayout.css?ver=3.7.2' media='all' />\n<link rel='stylesheet' id='kadence-blocks-column-css' href='https://rescale.com/wp-content/plugins/kadence-blocks/dist/style-blocks-column.css?ver=3.7.2' media='all' />\n<style id=\"kadence-blocks-advancedheading-inline-css\">\n\t.wp-block-kadence-advancedheading mark{background:transparent;border-style:solid;border-width:0}\n\t.wp-block-kadence-advancedheading mark.kt-highlight{color:#f76a0c;}\n\t.kb-adv-heading-icon{display: inline-flex;justify-content: center;align-items: center;}\n\t.is-layout-constrained > .kb-advanced-heading-link {display: block;}.wp-block-kadence-advancedheading.has-background{padding: 0;}\t.single-content .kadence-advanced-heading-wrapper h1,\n\t.single-content .kadence-advanced-heading-wrapper h2,\n\t.single-content .kadence-advanced-heading-wrapper h3,\n\t.single-content .kadence-advanced-heading-wrapper h4"
      },
      "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": 404,
          "contentType": "text/html; charset=UTF-8",
          "length": 552094,
          "text": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/.well-known/oauth-authorization-server\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/.well-known/oauth-authorization-server\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/.well-known/oauth-authorization-server\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\" content=\"en_US\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta property=\"og:title\" content=\"Page Not Found - Rescale\" />\n<meta property=\"og:site_name\" content=\"Rescale\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"Page Not Found - Rescale\" />\n<script type=\"application/ld+json\" class=\"rank-math-schema-pro\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://rescale.com/#organization\",\"name\":\"Rescale\",\"url\":\"https://rescale.com\",\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https://rescale.com/#logo\",\"url\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"contentUrl\":\"https://rescale.com/wp-content/uploads/cropped-cropped-Group-4-4.png\",\"caption\":\"Rescale\",\"inLanguage\":\"en-US\",\"width\":\"603\",\"height\":\"124\"}},{\"@type\":\"WebSite\",\"@id\":\"https://rescale.com/#website\",\"url\":\"https://rescale.com\",\"name\":\"Rescale\",\"publisher\":{\"@id\":\"https://rescale.com/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":\"1\",\"item\":{\"@id\":\"https://rescale.com\",\"name\":\"Home\"}}]},{\"@type\":\"WebPage\",\"@id\":\"#webpage\",\"url\":\"\",\"name\":\"Page Not Found - Rescale\",\"isPartOf\":{\"@id\":\"https://rescale.com/#website\"},\"inLanguage\":\"en-US\",\"breadcrumb\":{\"@id\":\"#breadcrumb\"}}]}</script>\n<!-- /Rank Math WordPress SEO plugin -->\n\n<link rel='dns-prefetch' href='//cdn.amplitude.com' />\n<link rel='dns-prefetch' href='//player.vimeo.com' />\n<link rel='dns-prefetch' href='//cdnjs.cloudflare.com' />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale &raquo; Feed\" href=\"https://rescale.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale &raquo; Comments Feed\" href=\"https://rescale.com/comments/feed/\" />\n<link rel=\"alternate\" type=\"text/calendar\" title=\"Rescale &raquo; iCal Feed\" href=\"https://rescale.com/events/?ical=1\" />\n\t\t\t<script>document.documentElement.classList.remove( 'no-js' );</script>\n\t\t\t<style id=\"wp-img-auto-sizes-contain-inline-css\">\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<link rel='stylesheet' id='kadence-blocks-rowlayout-css' href='https://rescale.com/wp-content/plugins/kadence-blocks/dist/style-blocks-rowlayout.css?ver=3.7.2' media='all' />\n<link rel='stylesheet' id='kadence-blocks-column-css' href='https://rescale.com/wp-content/plugins/kadence-blocks/dist/style-blocks-column.css?ver=3.7.2' media='all' />\n<style id=\"kadence-blocks-advancedheading-inline-css\">\n\t.wp-block-kadence-advancedheading mark{background:transparent;border-style:solid;border-width:0}\n\t.wp-block-kadence-advancedheading mark.kt-highlight{color:#f76a0c;}\n\t.kb-adv-heading-icon{display: inline-flex;justify-content: center;align-items: center;}\n\t.is-layout-constrained > .kb-advanced-heading-link {display: block;}.wp-block-kadence-advancedheading.has-background{padding: 0;}\t.single-content .kadence-advanced-heading-wrapper h1,\n\t.single-content .kadence-advanced-heading-wrapper h2,\n\t.single-content .kadence-advanced-heading-wrapper h3,\n\t.single-content .kadence-advanced-heading-wrap"
        }
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

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": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552072
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 552094
          }
        ]
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "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": 404,
        "contentType": "text/html; charset=UTF-8"
      },
      "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": "<!doctype html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\" class=\"no-js\" itemtype=\"https://schema.org/WebPage\" itemscope>\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\">\n\t<meta name=\"uri-translation\" content=\"on\" /><link rel=\"alternate\" hreflang=\"en\" href=\"https://rescale.com/.well-known/oauth-protected-resource\" />\n<link rel=\"alternate\" hreflang=\"ja\" href=\"https://rescale.com/ja/.well-known/oauth-protected-resource\" />\n<link rel=\"alternate\" hreflang=\"ko\" href=\"https://rescale.com/ko/.well-known/oauth-protected-resource\" />\n\n<!-- Search Engine Optimization by Rank Math PRO - https://rankmath.com/ -->\n<title>Page Not Found - Rescale</title>\n<meta name=\"robots\" content=\"follow, noindex\"/>\n<meta property=\"og:locale\""
      },
      "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://rescale.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://rescale.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://rescale.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://rescale.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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Background and foreground colors do not have a sufficient contrast ratio.

100 Fail

Check name

Background and foreground colors do not have a sufficient contrast ratio.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).

Evidence
{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}

SEOSEOBrowser audit

Links are not crawlable

50 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)

Evidence
{
  "description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}

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

18 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": "18 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

13 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.

Evidence
{
  "description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

13 Fail

Check name

Improve image delivery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 517 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 517 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Minify CSS

13 Fail

Check name

Minify CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 4 KiB

Fix guidance

Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).

Evidence
{
  "displayValue": "Est savings of 4 KiB",
  "description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
  "numericValue": 40
}

Performance and AccessibilityPerformanceBrowser audit

Network dependency tree

13 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

Reduce unused JavaScript

13 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,323 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 1,323 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 80
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

13 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 494 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 494 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

Image elements do not have explicit `width` and `height`

6 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

Evidence
{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

4 Fail

Check name

Loading performance

Score

66/100

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": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 92,
      "displayValue": "0.9 s",
      "numericValue": 885.0051408223624
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 81,
      "displayValue": "160 ms",
      "numericValue": 157.00000000000045
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 43,
      "displayValue": "2.6 s",
      "numericValue": 2621.026971492574
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 21,
      "displayValue": "6.5 s",
      "numericValue": 6473.86199015181
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 150 ms",
      "numericValue": 150
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "40 ms",
      "numericValue": 39.38741999999999
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 39,
      "displayValue": "2.6 s",
      "numericValue": 2585.6422083043976
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 48,
      "displayValue": "360 ms",
      "numericValue": 355.9999999999998
    }
  ]
}

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.

1 reports
Public score history report links
Scan dateScoreReadinessReport
53/100Level 3, Bot-AwareCurrent report
rescale.com AI SEO Report: 53/100 (Level 3, Bot-Aware)