Export Report
OVERALL SCORE
Level 3, Bot-Aware
- 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
What AI sees of your website
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 49 | Priority fix | 10 | 13 | 1 | View details |
| Discoverability | 71 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 63 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 84 | Mostly ready | 7 | 0 | 13 | |
| GEO Readiness | 89 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 86 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 77 | Mostly ready | 2 | 0 | 5 | |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 0 | Priority fix | 4 | 5 | 0 | View details |
| Security & Trust | 0 | Priority fix | 0 | 5 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 73 | Needs work | 19 | 8 | 1 | View details |
| Performance | 63 | Needs work | 12 | 7 | 1 | View details |
| Accessibility | 92 | Strong | 7 | 1 | 0 | View 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
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
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
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "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
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
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
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"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
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!doctype html>\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
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "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
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 4 links missing accessible names; 2/3 applicable form inputs have autocomplete attributes (1 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": 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
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
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
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
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
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
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
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
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
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
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
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
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
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
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
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
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
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
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
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
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
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
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
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
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
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
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
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
Needs attention
HSTS header
Issue
HSTS header is missing or incomplete.
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.
Check name
HSTS header
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat visits with Strict-Transport-Security.
Result
HSTS header is missing or incomplete.
Evidence
{
"header": "strict-transport-security",
"value": null
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "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
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="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.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 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
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header.
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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 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 & 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&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 to meet demand, automatically optimizing configurations while our pre-configured 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’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’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&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&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 & Migration</h3>",
"firstParagraph": "Access elastic compute & storage on-demand",
"paragraphHtml": "<p>Access elastic compute & 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 & Simulation Performance Optimization</h3>",
"firstParagraph": "Improve application speed, cost, & resource efficiency",
"paragraphHtml": "<p>Improve application speed, cost, & 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 & 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 & 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 & Compliance Management</h3>",
"firstParagraph": "Ensure full-stack data protection & policy concerns",
"paragraphHtml": "<p>Ensure full-stack data protection & 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 & License Management</h3>",
"firstParagraph": "Deploy and manage simulation software & licensing",
"paragraphHtml": "<p>Deploy and manage simulation software & 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 & 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 & Workflow Management</h3>",
"firstParagraph": "Analyze, govern, and trace simulation data & workflows",
"paragraphHtml": "<p>Analyze, govern, and trace simulation data & 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&D</h3>",
"firstParagraph": "Build custom models & deploy new methods",
"paragraphHtml": "<p>Build custom models & 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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: 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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
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 & 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’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&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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 80/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: publisher.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 80/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: publisher.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
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": "",
"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",
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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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
54 image(s) are missing width/height attributes. 11 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 70/100 and needs improvement.
Evidence
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"<div id=\"mobile-drawer\" class=\"popup-drawer popup-drawer-layout-sidepanel popup-drawer-animation-fade popup-drawer-side-right\" data-drawer-target-string=\"#mobile-drawer\"> <div class=\"drawer-overlay\" data-drawer-target-string=\"#mobile-drawer\"></div> <div class=\"drawer-inner\"> <div class=\"drawer-header\"> <button class=\"menu-toggle-close drawer-toggle\" aria-label=\"Close menu\" data-toggle-target=\"#mobile-drawer\" data-toggle-body-class=\"showing-popup-drawer-from-right\" aria-expanded=\"false\" data-s...",
"<div class=\"rescale-software-popup-holder\"><div class=\"rescale-software-popup\"><div class=\"rescale-software-popup-content\"></div></div></div>",
"<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..."
],
"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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 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 & 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&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 to meet demand, automatically optimizing configurations while our pre-configured 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’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’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&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&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 & Migration</h3>",
"firstParagraph": "Access elastic compute & storage on-demand",
"paragraphHtml": "<p>Access elastic compute & 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 & Simulation Performance Optimization</h3>",
"firstParagraph": "Improve application speed, cost, & resource efficiency",
"paragraphHtml": "<p>Improve application speed, cost, & 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 & 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 & 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 & Compliance Management</h3>",
"firstParagraph": "Ensure full-stack data protection & policy concerns",
"paragraphHtml": "<p>Ensure full-stack data protection & 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 & License Management</h3>",
"firstParagraph": "Deploy and manage simulation software & licensing",
"paragraphHtml": "<p>Deploy and manage simulation software & 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 & 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 & Workflow Management</h3>",
"firstParagraph": "Analyze, govern, and trace simulation data & workflows",
"paragraphHtml": "<p>Analyze, govern, and trace simulation data & 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&D</h3>",
"firstParagraph": "Build custom models & deploy new methods",
"paragraphHtml": "<p>Build custom models & 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": 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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 86/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
4 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
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
{
"schemaCount": 10,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "Rescale"
},
{
"path": "$[0].@graph[1].name",
"value": "Rescale"
},
{
"path": "$[0].@graph[3].name",
"value": "Rescale's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[0].@graph[4].name",
"value": "upcraft_admin"
},
{
"path": "$[0].@graph[5].headline",
"value": "Rescale's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[0].@graph[5].description",
"value": "Accelerate product breakthroughs with Rescale'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's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[0].@graph[6].name",
"value": "Rescale is High Performance Computing Built for the Cloud"
},
{
"path": "$[0].@graph[6].description",
"value": "Accelerate product breakthroughs with Rescale's digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
},
{
"path": "$[0].@graph[7].name",
"value": "Rescale is High Performance Computing Built for the Cloud"
},
{
"path": "$[0].@graph[7].description",
"value": "Accelerate product breakthroughs with Rescale's digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
},
{
"path": "$[0].@graph[8].name",
"value": "SHORT: McLaren - Rescale - NVIDIA"
},
{
"path": "$[0].@graph[8].description",
"value": "Accelerate product breakthroughs with Rescale's digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
},
{
"path": "$[1].name",
"value": "Rescale"
},
{
"path": "$[2].name",
"value": "Rescale"
},
{
"path": "$[4].name",
"value": "Rescale's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[5].name",
"value": "upcraft_admin"
},
{
"path": "$[6].headline",
"value": "Rescale's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[6].description",
"value": "Accelerate product breakthroughs with Rescale's digital engineering platform that transforms HPC, modeling and simulation data into engineering excellence."
},
{
"path": "$[6].author.name",
"value": "upcraft_admin"
},
{
"path": "$[6].name",
"value": "Rescale's Digital Engineering Platform, Built for the AI Era"
},
{
"path": "$[7].name",
"value": "Rescale is High Performance Computing Built for the Cloud"
},
{
"path": "$[7].description",
"value": "Accelerate product breakthroughs with Rescale'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'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'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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "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 & 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’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&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&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
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 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
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "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 & 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’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&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&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
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
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.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
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 » Feed\" href=\"https://rescale.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale » Comments Feed\" href=\"https://rescale.com/comments/feed/\" />\n<link rel=\"alternate\" type=\"text/calendar\" title=\"Rescale » 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 » Feed\" href=\"https://rescale.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Rescale » Comments Feed\" href=\"https://rescale.com/comments/feed/\" />\n<link rel=\"alternate\" type=\"text/calendar\" title=\"Rescale » 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
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
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
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
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
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
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "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
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
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).
References
https://web.dev/learn/accessibility/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
SEOSEOBrowser audit
Links are not crawlable
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
SEOSEOBrowser audit
Links do not have descriptive text
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
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
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.
References
https://web.dev/learn/performance/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
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 517Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 517Â 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
Performance and AccessibilityPerformanceBrowser audit
Minify CSS
Check name
Minify CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 4Â 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/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 4Â 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
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
13 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,323Â KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,323Â 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
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 494Â KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 494Â 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
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
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)
References
https://web.dev/learn/performance/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
Performance and AccessibilityPerformanceBrowser audit
Loading performance
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.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 92,
"displayValue": "0.9Â s",
"numericValue": 885.0051408223624
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 81,
"displayValue": "160Â ms",
"numericValue": 157.00000000000045
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 43,
"displayValue": "2.6Â s",
"numericValue": 2621.026971492574
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 21,
"displayValue": "6.5Â s",
"numericValue": 6473.86199015181
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 150Â ms",
"numericValue": 150
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40Â ms",
"numericValue": 39.38741999999999
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 39,
"displayValue": "2.6Â s",
"numericValue": 2585.6422083043976
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 48,
"displayValue": "360Â 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.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 53/100 | Level 3, Bot-Aware | Current report |