Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 21 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 69 out of 100
- SEO 92 out of 100
- Performance and Accessibility 82 out of 100
What AI sees of your website
Wind River Software | Safe, Secure, Reliable
Wind River, a global leader of software for the intelligent edge, is accelerating digital transformation of mission-critical intelligent systems.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 21 | Priority fix | 4 | 18 | 1 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 25 | Priority fix | 1 | 8 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 15 | 22 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 11 | 0 | 0 | |
| 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 | 69 | Needs work | 5 | 3 | 12 | View details |
| GEO Readiness | 80 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 59 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 60 | Needs work | 7 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 82 | Mostly ready | 18 | 7 | 0 | View details |
| Performance | 81 | Mostly ready | 11 | 3 | 0 | View details |
| Accessibility | 85 | Mostly ready | 7 | 4 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
48 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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 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
}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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
},
{
"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\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <!-- Google Tag Manager -->\n <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','G"
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 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
}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 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": 105938
}
]
},
"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."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 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": []
},
"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 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": 105925
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105926
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105913
}
]
},
"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": 105898
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105913
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105925
}
]
},
"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."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}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": 105916
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105904
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105898
}
]
},
"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": 105920
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105924
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105912
}
]
},
"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": 105928
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105922
}
]
},
"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": 105915
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105902
}
]
},
"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": 105916
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105904
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is missing or incomplete.
20 Fail
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is missing or incomplete.
Needs attention
Author attribution
Issue
Author attribution is missing: no schema.org author/publisher; no author meta tags; no rel=author links; no visible byline detected.
Why it matters
Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.
Check name
Author attribution
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Identify content authors or publishers for trust and attribution.
Result
Author attribution is missing or incomplete.
Evidence
{
"editorial": true,
"schemaAuthor": false,
"metaAuthor": false,
"relAuthor": false,
"visibleByline": false
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
20 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 191
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 196
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
20 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, Cookie, Cookie, Cookie".
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, Cookie, Cookie, Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, Cookie, Cookie, Cookie\".",
"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": 17605,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema",
"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.
20 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 3 buttons missing accessible names; missing alt text on >10% of images.
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": true,
"accessibleButtons": false,
"imageAltCoverage": false,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button class=\"tbm-button\" type=\"button\" tabindex=\"0\"> <span class=\"tbm-button-container\"> <span></span> <span></span> <span></span> <span></span> </span> </button>",
"<button class=\"prev-btn\" type=\"button\" tabindex=\"0\"> <svg width=\"12\" height=\"22\" viewBox=\"0 0 24 43\" fill=\"none\"> <path d=\"M22.3895 0.575766C22.7582 0.944908 22.9653 1.4453 22.9653 1.96702C22.9653 2.48874 22.7582 2.98913 22.3895 3.35827L4.74952 20.9983L22.3895 38.6383C22.5829 38.8185 22.7381 39.0359 22.8457 39.2774C22.9533 39.5189 23.0112 39.7796 23.0158 40.0439C23.0205 40.3082 22.9719 40.5708 22.8728 40.816C22.7738 41.0611 22.6264 41.2838 22.4395 41.4707C22.2525 41.6577 22.0299 41.8051 21.7847 ",
"<button class=\"next-btn\" type=\"button\" tabindex=\"0\"> <svg width=\"12\" height=\"22\" viewBox=\"0 0 24 43\" fill=\"none\"> <path d=\"M0.626598 0.575766C0.257915 0.944908 0.0508308 1.4453 0.0508308 1.96702C0.0508307 2.48874 0.257915 2.98913 0.626598 3.35827L18.2666 20.9983L0.626597 38.6383C0.433169 38.8185 0.278025 39.0359 0.17042 39.2774C0.0628168 39.5189 0.00495546 39.7796 0.000291981 40.0439C-0.0043715 40.3082 0.0442563 40.5708 0.143274 40.816C0.242291 41.0611 0.389671 41.2838 0.576622 41.4707C0.763571 "
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img src=\"https://www.windriver.com/sites/default/files/2023-04/intelligent-systems-future.webp\" width=\"480\" height=\"270\">",
"<img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\">"
],
"skippedHeadingLevels": [
"h2: Embedded Platforms »",
"h2: Enterprise Platforms »",
"h2: Studio Tools »",
"h2: Industries »",
"h5: Customer Stories",
"h2: Insights »",
"h2: Wind River Services »",
"h2: Security",
"h5: Security Center",
"h2: Support",
"h5: Support Network",
"h2: About Wind River »",
"h1: When it matters,",
"h3: Products",
"h3: Industries",
"h3: Insights",
"h3: Wind River demonstrated the Future of Edge AI for telecoms at MWC 2026.",
"h3: Embedded World 2026",
"h3: ServiceNow’s AI-Powered CRM Workflows",
"h3: VMware Alternative",
"h3: eLxr Pro",
"h2: Highlights",
"h4: Ushering in an Era of IT/OT Convergence with ServiceNow",
"h4: Retail Edge Solutions with eLxr Pro and Wind River Linux",
"h4: Wind River and Hyundai Mobis Advance Software-Defined Vehicle Deployment",
"h2: Latest Videos",
"h4: Your Video Is Almost Ready",
"h3: Get to Know eLxr Pro",
"h4: Your Video Is Almost Ready",
"h3: What Is Shift Left?",
"h4: Your Video Is Almost Ready",
"h3: Test Automation",
"h2: Do Work That Matters. Join Us.",
"h4: Products",
"h4: Industries",
"h4: Security",
"h4: Explore",
"h4: Support",
"h4: About"
]
},
"counts": {
"h1": 1,
"headings": 39,
"links": 174,
"inaccessibleLinks": 0,
"buttons": 17,
"inaccessibleButtons": 3,
"images": 16,
"imagesWithAlt": 14,
"autocompleteInputs": 1,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
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": "www.windriver.com",
"probes": [
{
"name": "_index._agents.www.windriver.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.windriver.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.windriver.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "windriver.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> 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": 0,
"formsWithTags": 0,
"totalInteractive": 189,
"interactiveWithTags": 0,
"totalCount": 189,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<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": 3,
"issues": [
"<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> 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": 0,
"formsWithTags": 0,
"totalInteractive": 189,
"interactiveWithTags": 0,
"totalCount": 189,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<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": 0,
"formsWithTags": 0,
"totalInteractive": 189,
"interactiveWithTags": 0,
"totalCount": 189,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<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.
10 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 dateModified/datePublished in JSON-LD.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Thu, 11 Jun 2026 13:23:55 GMT",
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
10 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was 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: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
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
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.windriver.com/company",
"text": "About Wind River »",
"html": "<a href=\"https://www.windriver.com/company\" tabindex=\"0\">About Wind River<span> »</span></a>"
},
{
"href": "/company",
"text": "ABOUT US",
"html": "<a href=\"/company\" class=\"tbm-link level-2 no-link tbm-group-title\" tabindex=\"0\" aria-expanded=\"false\"> ABOUT US </a>"
},
{
"href": "https://www.windriver.com/company/bios",
"text": "Executive Leadership Team",
"html": "<a href=\"https://www.windriver.com/company/bios\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Executive Leadership Team </a>"
},
{
"href": "https://www.windriver.com/company/careers",
"text": "Careers",
"html": "<a href=\"https://www.windriver.com/company/careers\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Careers </a>"
},
{
"href": "https://www.windriver.com/company/universities",
"text": "University Program",
"html": "<a href=\"https://www.windriver.com/company/universities\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> University Program </a>"
},
{
"href": "/company#paragraph-id--1835",
"text": "The Intelligent Systems Future Is Ours to Build Together",
"html": "<a href=\"/company#paragraph-id--1835\" title=\"Wind River: Accelerating the Software-Defined AI-First World\" tabindex=\"0\"> <figure class=\"video-player-consent-blocked\"> <img src=\"https://www.windriver.com/sites/default/files/2023-04/intelligent-systems-future.webp\" width=\"480\" height=\"270\"> <figcaption>The Intelligent Systems Future Is Ours to Build Together</figcaption> </figure> </a>"
},
{
"href": "https://www.windriver.com/company",
"text": "Find Out More",
"html": "<a href=\"https://www.windriver.com/company\" target=\"_blank\">Find Out More</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "/company",
"text": "About Wind River",
"html": "<a href=\"/company\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | About Wind River');\" data-drupal-link-system-path=\"node/2971\">About Wind River</a>"
},
{
"href": "https://www.windriver.com/company/bios",
"text": "Executive Leadership Team",
"html": "<a href=\"https://www.windriver.com/company/bios\">Executive Leadership Team</a>"
},
{
"href": "/company/careers",
"text": "Careers",
"html": "<a href=\"/company/careers\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | Wind River Blog');\" data-drupal-link-system-path=\"node/1818\">Careers</a>"
},
{
"href": "/company/universities",
"text": "University Program",
"html": "<a href=\"/company/universities\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | University Program'); \" data-drupal-link-system-path=\"node/2903\">University Program</a>"
},
{
"href": "/company/terms",
"text": "Compliance at Wind River",
"html": "<a href=\"/company/terms\" tabindex=\"0\">Compliance at Wind River</a>"
},
{
"href": "/company/terms/privacy",
"text": "Privacy",
"html": "<a href=\"/company/terms/privacy\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Privacy');\" tabindex=\"0\">Privacy</a>"
},
{
"href": "/company/feedback",
"text": "Feedback",
"html": "<a href=\"/company/feedback\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Feedback');\" tabindex=\"0\">Feedback</a>"
},
{
"href": "https://www.linkedin.com/company/wind-river",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/wind-river\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Linkedin');\" tabindex=\"0\"> <img alt=\"Linkedin\" class=\"footer-social-icon\" src=\"/themes/Windriver/images/svg/footer-linkedin.svg\" width=\"40\" height=\"40\"> </a>"
}
],
"contactLinks": [
{
"href": "https://support2.windriver.com/index.php?page=cve",
"text": "CVE Database",
"html": "<a href=\"https://support2.windriver.com/index.php?page=cve\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> CVE Database </a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Wind River Support Network",
"html": "<a href=\"https://support2.windriver.com/\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Wind River Support Network </a>"
},
{
"href": "https://www.windriver.com/support",
"text": "Enhanced Support Offerings",
"html": "<a href=\"https://www.windriver.com/support\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Enhanced Support Offerings </a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Get Support",
"html": "<a class=\"btn sm green\" href=\"https://support2.windriver.com/\" tabindex=\"0\">Get Support</a>"
},
{
"href": "https://www.windriver.com/contact",
"text": "CONTACT US",
"html": "<a href=\"https://www.windriver.com/contact\" class=\"tbm-link level-2 no-link tbm-group-title\" tabindex=\"0\" aria-expanded=\"false\"> CONTACT US </a>"
},
{
"href": "/contact",
"text": "Contact",
"html": "<a class=\"abottom-item abi-contact\" href=\"/contact\" aria-label=\"Contact\"> <img aria-hidden=\"true\" alt=\"Contact icon\" class=\"wr-icon\" src=\"/themes/wr/global/images/svg/icon-contact.svg\" width=\"20\" height=\"20\"> <span aria-hidden=\"true\">Contact</span> </a>"
},
{
"href": "https://support2.windriver.com/index.php?page=cve",
"text": "CVE Database",
"html": "<a href=\"https://support2.windriver.com/index.php?page=cve\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'CVE Database');\">CVE Database</a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Wind River Support",
"html": "<a href=\"https://support2.windriver.com/\">Wind River Support</a>"
},
{
"href": "https://support2.windriver.com",
"text": "Support",
"html": "<a class=\"btn white\" href=\"https://support2.windriver.com\" tabindex=\"0\">Support</a>"
},
{
"href": "/contact",
"text": "Contact Us",
"html": "<a class=\"btn white\" href=\"/contact\" tabindex=\"0\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "/company/terms",
"text": "Compliance at Wind River",
"html": "<a href=\"/company/terms\" tabindex=\"0\">Compliance at Wind River</a>"
},
{
"href": "/company/terms/privacy",
"text": "Privacy",
"html": "<a href=\"/company/terms/privacy\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Privacy');\" tabindex=\"0\">Privacy</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
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
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.windriver.com/company",
"text": "About Wind River »",
"html": "<a href=\"https://www.windriver.com/company\" tabindex=\"0\">About Wind River<span> »</span></a>"
},
{
"href": "/company",
"text": "ABOUT US",
"html": "<a href=\"/company\" class=\"tbm-link level-2 no-link tbm-group-title\" tabindex=\"0\" aria-expanded=\"false\"> ABOUT US </a>"
},
{
"href": "https://www.windriver.com/company/bios",
"text": "Executive Leadership Team",
"html": "<a href=\"https://www.windriver.com/company/bios\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Executive Leadership Team </a>"
},
{
"href": "https://www.windriver.com/company/careers",
"text": "Careers",
"html": "<a href=\"https://www.windriver.com/company/careers\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Careers </a>"
},
{
"href": "https://www.windriver.com/company/universities",
"text": "University Program",
"html": "<a href=\"https://www.windriver.com/company/universities\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> University Program </a>"
},
{
"href": "/company#paragraph-id--1835",
"text": "The Intelligent Systems Future Is Ours to Build Together",
"html": "<a href=\"/company#paragraph-id--1835\" title=\"Wind River: Accelerating the Software-Defined AI-First World\" tabindex=\"0\"> <figure class=\"video-player-consent-blocked\"> <img src=\"https://www.windriver.com/sites/default/files/2023-04/intelligent-systems-future.webp\" width=\"480\" height=\"270\"> <figcaption>The Intelligent Systems Future Is Ours to Build Together</figcaption> </figure> </a>"
},
{
"href": "https://www.windriver.com/company",
"text": "Find Out More",
"html": "<a href=\"https://www.windriver.com/company\" target=\"_blank\">Find Out More</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "/company",
"text": "About Wind River",
"html": "<a href=\"/company\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | About Wind River');\" data-drupal-link-system-path=\"node/2971\">About Wind River</a>"
},
{
"href": "https://www.windriver.com/company/bios",
"text": "Executive Leadership Team",
"html": "<a href=\"https://www.windriver.com/company/bios\">Executive Leadership Team</a>"
},
{
"href": "/company/careers",
"text": "Careers",
"html": "<a href=\"/company/careers\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | Wind River Blog');\" data-drupal-link-system-path=\"node/1818\">Careers</a>"
},
{
"href": "/company/universities",
"text": "University Program",
"html": "<a href=\"/company/universities\" onclick=\"ga('send', 'event', 'Footer', 'Link', 'About | University Program'); \" data-drupal-link-system-path=\"node/2903\">University Program</a>"
},
{
"href": "/company/terms",
"text": "Compliance at Wind River",
"html": "<a href=\"/company/terms\" tabindex=\"0\">Compliance at Wind River</a>"
},
{
"href": "/company/terms/privacy",
"text": "Privacy",
"html": "<a href=\"/company/terms/privacy\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Privacy');\" tabindex=\"0\">Privacy</a>"
},
{
"href": "/company/feedback",
"text": "Feedback",
"html": "<a href=\"/company/feedback\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Feedback');\" tabindex=\"0\">Feedback</a>"
},
{
"href": "https://www.linkedin.com/company/wind-river",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/wind-river\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Linkedin');\" tabindex=\"0\"> <img alt=\"Linkedin\" class=\"footer-social-icon\" src=\"/themes/Windriver/images/svg/footer-linkedin.svg\" width=\"40\" height=\"40\"> </a>"
}
],
"contactLinks": [
{
"href": "https://support2.windriver.com/index.php?page=cve",
"text": "CVE Database",
"html": "<a href=\"https://support2.windriver.com/index.php?page=cve\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> CVE Database </a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Wind River Support Network",
"html": "<a href=\"https://support2.windriver.com/\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Wind River Support Network </a>"
},
{
"href": "https://www.windriver.com/support",
"text": "Enhanced Support Offerings",
"html": "<a href=\"https://www.windriver.com/support\" class=\"tbm-link level-3 no-link\" tabindex=\"0\"> Enhanced Support Offerings </a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Get Support",
"html": "<a class=\"btn sm green\" href=\"https://support2.windriver.com/\" tabindex=\"0\">Get Support</a>"
},
{
"href": "https://www.windriver.com/contact",
"text": "CONTACT US",
"html": "<a href=\"https://www.windriver.com/contact\" class=\"tbm-link level-2 no-link tbm-group-title\" tabindex=\"0\" aria-expanded=\"false\"> CONTACT US </a>"
},
{
"href": "/contact",
"text": "Contact",
"html": "<a class=\"abottom-item abi-contact\" href=\"/contact\" aria-label=\"Contact\"> <img aria-hidden=\"true\" alt=\"Contact icon\" class=\"wr-icon\" src=\"/themes/wr/global/images/svg/icon-contact.svg\" width=\"20\" height=\"20\"> <span aria-hidden=\"true\">Contact</span> </a>"
},
{
"href": "https://support2.windriver.com/index.php?page=cve",
"text": "CVE Database",
"html": "<a href=\"https://support2.windriver.com/index.php?page=cve\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'CVE Database');\">CVE Database</a>"
},
{
"href": "https://support2.windriver.com/",
"text": "Wind River Support",
"html": "<a href=\"https://support2.windriver.com/\">Wind River Support</a>"
},
{
"href": "https://support2.windriver.com",
"text": "Support",
"html": "<a class=\"btn white\" href=\"https://support2.windriver.com\" tabindex=\"0\">Support</a>"
},
{
"href": "/contact",
"text": "Contact Us",
"html": "<a class=\"btn white\" href=\"/contact\" tabindex=\"0\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "https://www.windriver.com/company/terms/cookie-notice",
"text": "Cookie Policy",
"html": "<a href=\"https://www.windriver.com/company/terms/cookie-notice\">Cookie Policy</a>"
},
{
"href": "/company/terms",
"text": "Compliance at Wind River",
"html": "<a href=\"/company/terms\" tabindex=\"0\">Compliance at Wind River</a>"
},
{
"href": "/company/terms/privacy",
"text": "Privacy",
"html": "<a href=\"/company/terms/privacy\" onclick=\"javascript:ga('send', 'event', 'Footer', 'Link', 'Privacy');\" tabindex=\"0\">Privacy</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
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
22 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": 23,
"passing": 1,
"failing": [
{
"heading": "Embedded Platforms »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/embedded\" style=\"color:#FFFFFF;\" tabindex=\"0\">Embedded Platforms<span> »</span></a> </h2>",
"firstParagraph": "Safety certified RTOS with deterministic performance and reliability for mission-critical embedded systems.",
"paragraphHtml": "<p>Safety certified RTOS with deterministic performance and reliability for mission-critical embedded systems.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise Platforms »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/enterprise\" style=\"color:#FFFFFF;\" tabindex=\"0\">Enterprise Platforms<span> »</span></a> </h2>",
"firstParagraph": "Debian-based enterprise Linux distribution for edge computing with long-term maintenance and support.",
"paragraphHtml": "<p>Debian-based enterprise Linux distribution for edge computing with long-term maintenance and support.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Studio Tools »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/studio-tools\" tabindex=\"0\">Studio Tools<span> »</span></a> </h2>",
"firstParagraph": "Create, build and integrate software for embedded and edge systems, with standardized environments and process automation.",
"paragraphHtml": "<p>Create, build and integrate software for embedded and edge systems, with standardized environments and process automation.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Industries »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/industries\" tabindex=\"0\">Industries<span> »</span></a></h2>",
"firstParagraph": "Examples of how our solutions have helped customers achieve their goals.",
"paragraphHtml": "<p>Examples of how our solutions have helped customers achieve their goals.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Insights »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/insights/all\" tabindex=\"0\">Insights<span> »</span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Wind River Services »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/services\" tabindex=\"0\">Wind River Services<span> »</span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Security",
"headingHtml": "<h2 class=\"mm-title\">Security</h2>",
"firstParagraph": "Get the latest alerts, CVE updates, and security information.",
"paragraphHtml": "<p>Get the latest alerts, CVE updates, and security information.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Support",
"headingHtml": "<h2 class=\"mm-title\">Support</h2>",
"firstParagraph": "Access documentation, download software, submit request, & more.",
"paragraphHtml": "<p>Access documentation, download software, submit request, & more.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Products",
"headingHtml": "<h3>Products</h3>",
"firstParagraph": "Our solutions have proven themselves over and over again. They include:",
"paragraphHtml": "<p> Our solutions have proven themselves over and over again. They include: </p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Industries",
"headingHtml": "<h3>Industries</h3>",
"firstParagraph": "Wind River technologies power industries that require the highest levels of reliability, safety, and security:",
"paragraphHtml": "<p> Wind River technologies power industries that require the highest levels of reliability, safety, and security: </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Insights",
"headingHtml": "<h3>Insights</h3>",
"firstParagraph": "Get deep insights into how Wind River can help your business with:",
"paragraphHtml": "<p> Get deep insights into how Wind River can help your business with: </p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Wind River demonstrated the Future of Edge AI for telecoms at MWC 2026.",
"headingHtml": "<h3>Wind River demonstrated the Future of Edge AI for telecoms at MWC 2026.</h3>",
"firstParagraph": "If you missed us – or if you want to relive the experience – check out selected highlights.",
"paragraphHtml": "<p>If you missed us – or if you want to relive the experience – check out selected highlights.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Embedded World 2026",
"headingHtml": "<h3>Embedded World 2026</h3>",
"firstParagraph": "Catch up on our Edge AI insights and key takeaways",
"paragraphHtml": "<p>Catch up on our Edge AI insights and key takeaways</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "ServiceNow’s AI-Powered CRM Workflows",
"headingHtml": "<h3>ServiceNow’s AI-Powered CRM Workflows</h3>",
"firstParagraph": "Integrating with Wind River Cloud Platformand eLxr Pro for AI and mission-critical workloads",
"paragraphHtml": "<p>Integrating with Wind River Cloud Platform<br>and eLxr Pro for AI and mission-critical workloads</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "VMware Alternative",
"headingHtml": "<h3>VMware Alternative</h3>",
"firstParagraph": "Wind River Cloud Platform:high-performance, cost-effective, and secure",
"paragraphHtml": "<p>Wind River Cloud Platform:<br>high-performance, cost-effective, and secure</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "eLxr Pro",
"headingHtml": "<h3>eLxr Pro</h3>",
"firstParagraph": "Confidently deploymission-critical cloud-to-edgeinfrastructure with eLxr Pro™",
"paragraphHtml": "<p>Confidently deploy<br>mission-critical cloud-to-edge<br>infrastructure with eLxr Pro<sup>™</sup> </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Highlights",
"headingHtml": "<h2 class=\"title40\">Highlights</h2>",
"firstParagraph": "Hyundai Mobis expects to significantly enhance automation across the entire vehicle development lifecycle and accelerate innovation in next-generation intelligent vehicle software development",
"paragraphHtml": "<p style=\"font-size: 14px !important;\">Hyundai Mobis expects to significantly enhance automation across the entire vehicle development lifecycle and accelerate innovation in next-generation intelligent vehicle software development</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Latest Videos",
"headingHtml": "<h2 class=\"title40\">Latest Videos</h2>",
"firstParagraph": "This video is hosted on YouTube, and playing it requires allowing YouTube cookies on your device.",
"paragraphHtml": "<p><strong>This video is hosted on YouTube, and playing it requires allowing YouTube cookies on your device.</strong></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Get to Know eLxr Pro",
"headingHtml": "<h3>Get to Know eLxr Pro</h3>",
"firstParagraph": "Learn more about this commercial enterprise Linux offering for the cloud-to-edge continuum.",
"paragraphHtml": "<p class=\"desc16R\">Learn more about this commercial enterprise Linux offering for the cloud-to-edge continuum.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "What Is Shift Left?",
"headingHtml": "<h3>What Is Shift Left?</h3>",
"firstParagraph": "Experts discuss how “shifting left” can reduce development costs, improve quality, and accelerate time-to-market.",
"paragraphHtml": "<p class=\"desc16R\">Experts discuss how “shifting left” can reduce development costs, improve quality, and accelerate time-to-market.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Test Automation",
"headingHtml": "<h3>Test Automation</h3>",
"firstParagraph": "Wind River Studio Test Automation boosts test coverage and accelerates feedback loops to help deliver higher-quality results, faster.",
"paragraphHtml": "<p class=\"desc16R\">Wind River Studio Test Automation boosts test coverage and accelerates feedback loops to help deliver higher-quality results, faster.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Do Work That Matters. Join Us.",
"headingHtml": "<h2>Do Work That Matters. Join Us.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: 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, JSON-LD structured data.
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
70/100
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 70/100 and needs improvement.
Evidence
{
"hasSummary": true,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 3,
"schemaBlocks": 0,
"missingSignals": [
"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",
"JSON-LD structured data"
],
"score": 70,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: safe, secure, reliable, when, matters.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
81/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 81/100 and needs improvement.
Evidence
{
"title": "Wind River Software | Safe, Secure, Reliable",
"h1": "When it matters,",
"description": "Wind River, a global leader of software for the intelligent edge, is accelerating digital transformation of mission-critical intelligent systems.",
"topicOverlap": 0.375,
"topicTerms": [
"wind",
"river",
"software",
"safe",
"secure",
"reliable",
"when",
"matters"
],
"descriptionTerms": [
"wind",
"river",
"global",
"leader",
"software",
"intelligent",
"edge",
"accelerating",
"digital",
"transformation",
"mission",
"critical",
"systems"
],
"missingFromDescription": [
"safe",
"secure",
"reliable",
"when",
"matters"
],
"score": 81,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 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
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
22 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": 12,
"questionH2s": [
{
"index": 12,
"text": "Do Work That Matters. Join Us.",
"isQuestion": true,
"html": "<h2>Do Work That Matters. Join Us.</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}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
22 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": 23,
"passing": 1,
"failing": [
{
"heading": "Embedded Platforms »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/embedded\" style=\"color:#FFFFFF;\" tabindex=\"0\">Embedded Platforms<span> »</span></a> </h2>",
"firstParagraph": "Safety certified RTOS with deterministic performance and reliability for mission-critical embedded systems.",
"paragraphHtml": "<p>Safety certified RTOS with deterministic performance and reliability for mission-critical embedded systems.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise Platforms »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/enterprise\" style=\"color:#FFFFFF;\" tabindex=\"0\">Enterprise Platforms<span> »</span></a> </h2>",
"firstParagraph": "Debian-based enterprise Linux distribution for edge computing with long-term maintenance and support.",
"paragraphHtml": "<p>Debian-based enterprise Linux distribution for edge computing with long-term maintenance and support.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Studio Tools »",
"headingHtml": "<h2 class=\"mm-title\"> <a href=\"/products/studio-tools\" tabindex=\"0\">Studio Tools<span> »</span></a> </h2>",
"firstParagraph": "Create, build and integrate software for embedded and edge systems, with standardized environments and process automation.",
"paragraphHtml": "<p>Create, build and integrate software for embedded and edge systems, with standardized environments and process automation.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Industries »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/industries\" tabindex=\"0\">Industries<span> »</span></a></h2>",
"firstParagraph": "Examples of how our solutions have helped customers achieve their goals.",
"paragraphHtml": "<p>Examples of how our solutions have helped customers achieve their goals.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Insights »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/insights/all\" tabindex=\"0\">Insights<span> »</span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Wind River Services »",
"headingHtml": "<h2 class=\"mm-title\"><a href=\"/services\" tabindex=\"0\">Wind River Services<span> »</span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Security",
"headingHtml": "<h2 class=\"mm-title\">Security</h2>",
"firstParagraph": "Get the latest alerts, CVE updates, and security information.",
"paragraphHtml": "<p>Get the latest alerts, CVE updates, and security information.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Support",
"headingHtml": "<h2 class=\"mm-title\">Support</h2>",
"firstParagraph": "Access documentation, download software, submit request, & more.",
"paragraphHtml": "<p>Access documentation, download software, submit request, & more.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Products",
"headingHtml": "<h3>Products</h3>",
"firstParagraph": "Our solutions have proven themselves over and over again. They include:",
"paragraphHtml": "<p> Our solutions have proven themselves over and over again. They include: </p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Industries",
"headingHtml": "<h3>Industries</h3>",
"firstParagraph": "Wind River technologies power industries that require the highest levels of reliability, safety, and security:",
"paragraphHtml": "<p> Wind River technologies power industries that require the highest levels of reliability, safety, and security: </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Insights",
"headingHtml": "<h3>Insights</h3>",
"firstParagraph": "Get deep insights into how Wind River can help your business with:",
"paragraphHtml": "<p> Get deep insights into how Wind River can help your business with: </p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Wind River demonstrated the Future of Edge AI for telecoms at MWC 2026.",
"headingHtml": "<h3>Wind River demonstrated the Future of Edge AI for telecoms at MWC 2026.</h3>",
"firstParagraph": "If you missed us – or if you want to relive the experience – check out selected highlights.",
"paragraphHtml": "<p>If you missed us – or if you want to relive the experience – check out selected highlights.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Embedded World 2026",
"headingHtml": "<h3>Embedded World 2026</h3>",
"firstParagraph": "Catch up on our Edge AI insights and key takeaways",
"paragraphHtml": "<p>Catch up on our Edge AI insights and key takeaways</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "ServiceNow’s AI-Powered CRM Workflows",
"headingHtml": "<h3>ServiceNow’s AI-Powered CRM Workflows</h3>",
"firstParagraph": "Integrating with Wind River Cloud Platformand eLxr Pro for AI and mission-critical workloads",
"paragraphHtml": "<p>Integrating with Wind River Cloud Platform<br>and eLxr Pro for AI and mission-critical workloads</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "VMware Alternative",
"headingHtml": "<h3>VMware Alternative</h3>",
"firstParagraph": "Wind River Cloud Platform:high-performance, cost-effective, and secure",
"paragraphHtml": "<p>Wind River Cloud Platform:<br>high-performance, cost-effective, and secure</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "eLxr Pro",
"headingHtml": "<h3>eLxr Pro</h3>",
"firstParagraph": "Confidently deploymission-critical cloud-to-edgeinfrastructure with eLxr Pro™",
"paragraphHtml": "<p>Confidently deploy<br>mission-critical cloud-to-edge<br>infrastructure with eLxr Pro<sup>™</sup> </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Highlights",
"headingHtml": "<h2 class=\"title40\">Highlights</h2>",
"firstParagraph": "Hyundai Mobis expects to significantly enhance automation across the entire vehicle development lifecycle and accelerate innovation in next-generation intelligent vehicle software development",
"paragraphHtml": "<p style=\"font-size: 14px !important;\">Hyundai Mobis expects to significantly enhance automation across the entire vehicle development lifecycle and accelerate innovation in next-generation intelligent vehicle software development</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Latest Videos",
"headingHtml": "<h2 class=\"title40\">Latest Videos</h2>",
"firstParagraph": "This video is hosted on YouTube, and playing it requires allowing YouTube cookies on your device.",
"paragraphHtml": "<p><strong>This video is hosted on YouTube, and playing it requires allowing YouTube cookies on your device.</strong></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Get to Know eLxr Pro",
"headingHtml": "<h3>Get to Know eLxr Pro</h3>",
"firstParagraph": "Learn more about this commercial enterprise Linux offering for the cloud-to-edge continuum.",
"paragraphHtml": "<p class=\"desc16R\">Learn more about this commercial enterprise Linux offering for the cloud-to-edge continuum.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "What Is Shift Left?",
"headingHtml": "<h3>What Is Shift Left?</h3>",
"firstParagraph": "Experts discuss how “shifting left” can reduce development costs, improve quality, and accelerate time-to-market.",
"paragraphHtml": "<p class=\"desc16R\">Experts discuss how “shifting left” can reduce development costs, improve quality, and accelerate time-to-market.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Test Automation",
"headingHtml": "<h3>Test Automation</h3>",
"firstParagraph": "Wind River Studio Test Automation boosts test coverage and accelerates feedback loops to help deliver higher-quality results, faster.",
"paragraphHtml": "<p class=\"desc16R\">Wind River Studio Test Automation boosts test coverage and accelerates feedback loops to help deliver higher-quality results, faster.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Do Work That Matters. Join Us.",
"headingHtml": "<h2>Do Work That Matters. Join Us.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes. 6 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
75/100
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 75/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1.0",
"visibleWords": 925,
"htmlBytes": 182469,
"imagesMissingDimensions": [
{
"src": "/themes/wr/clean/images/YT.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"quote-mark\" src=\"/themes/wr/clean/images/YT.svg\" alt=\"Your Video Is Almost Ready\">"
},
{
"src": "/themes/wr/clean/images/YT.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"quote-mark\" src=\"/themes/wr/clean/images/YT.svg\" alt=\"Your Video Is Almost Ready\">"
},
{
"src": "/themes/wr/clean/images/YT.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"quote-mark\" src=\"/themes/wr/clean/images/YT.svg\" alt=\"Your Video Is Almost Ready\">"
}
],
"possibleDialogs": [
"<div class=\"dialog-off-canvas-main-canvas\" data-off-canvas-main-canvas> <div class=\"layout-container\"> <header role=\"banner\"> <div class=\"region region-header\"> <div id=\"block-headermenu\" class=\"block block-tb-megamenu block-tb-megamenu-menu-blockheader-menu\"> <div class=\"logo\"> <a href=\"/\" tabindex=\"-1\"> <img alt=\"Wind River\" class=\"logo-white\" src=\"/themes/wr/global/images/svg/logo-white.svg\" width=\"120\" height=\"20\"> <img alt=\"Wind River\" class=\"logo-black\" src=\"/themes/wr/global/images/svg...",
"<div class=\"modal fade\" id=\"imagePopupModal\" tabindex=\"-1\" aria-label=\"Full-size image view\" aria-hidden=\"true\"> <div class=\"modal-dialog modal-dialog-centered\"> <div class=\"modal-content\"> <div class=\"modal-body\"> <div class=\"close-button text-end\"> <button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"Close\" tabindex=\"0\"></button> </div> <img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\"> </div> </div> </div> </div>",
"<div class=\"modal-dialog modal-dialog-centered\"> <div class=\"modal-content\"> <div class=\"modal-body\"> <div class=\"close-button text-end\"> <button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"Close\" tabindex=\"0\"></button> </div> <img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\"> </div> </div> </div>",
"<div class=\"modal-content\"> <div class=\"modal-body\"> <div class=\"close-button text-end\"> <button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"Close\" tabindex=\"0\"></button> </div> <img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\"> </div> </div>",
"<div class=\"modal-body\"> <div class=\"close-button text-end\"> <button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"Close\" tabindex=\"0\"></button> </div> <img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\"> </div>",
"<img id=\"imagePopupPlaceholder\" border=\"0\" src class=\"full-width\" width=\"800\" height=\"500\">"
],
"score": 75,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: safe, secure, reliable, when, matters.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
84/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Evidence
{
"title": "Wind River Software | Safe, Secure, Reliable",
"h1": "When it matters,",
"description": "Wind River, a global leader of software for the intelligent edge, is accelerating digital transformation of mission-critical intelligent systems.",
"topicOverlap": 0.375,
"definitionCount": 3,
"topicTerms": [
"wind",
"river",
"software",
"safe",
"secure",
"reliable",
"when",
"matters"
],
"descriptionTerms": [
"wind",
"river",
"global",
"leader",
"software",
"intelligent",
"edge",
"accelerating",
"digital",
"transformation",
"mission",
"critical",
"systems"
],
"missingFromDescription": [
"safe",
"secure",
"reliable",
"when",
"matters"
],
"score": 84,
"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, how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Embedded Platforms »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/embedded\" style=\"color:#FFFFFF;\" tabindex=\"0\">Embedded Platforms<span> »</span></a> </h2>"
},
{
"text": "Enterprise Platforms »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/enterprise\" style=\"color:#FFFFFF;\" tabindex=\"0\">Enterprise Platforms<span> »</span></a> </h2>"
},
{
"text": "Studio Tools »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/studio-tools\" tabindex=\"0\">Studio Tools<span> »</span></a> </h2>"
},
{
"text": "Industries »",
"html": "<h2 class=\"mm-title\"><a href=\"/industries\" tabindex=\"0\">Industries<span> »</span></a></h2>"
},
{
"text": "Insights »",
"html": "<h2 class=\"mm-title\"><a href=\"/insights/all\" tabindex=\"0\">Insights<span> »</span></a></h2>"
},
{
"text": "Wind River Services »",
"html": "<h2 class=\"mm-title\"><a href=\"/services\" tabindex=\"0\">Wind River Services<span> »</span></a></h2>"
},
{
"text": "Security",
"html": "<h2 class=\"mm-title\">Security</h2>"
},
{
"text": "Support",
"html": "<h2 class=\"mm-title\">Support</h2>"
},
{
"text": "About Wind River »",
"html": "<h2 class=\"mm-title\"><a href=\"https://www.windriver.com/company\" tabindex=\"0\">About Wind River<span> »</span></a></h2>"
},
{
"text": "Highlights",
"html": "<h2 class=\"title40\">Highlights</h2>"
},
{
"text": "Latest Videos",
"html": "<h2 class=\"title40\">Latest Videos</h2>"
},
{
"text": "Do Work That Matters. Join Us.",
"html": "<h2>Do Work That Matters. Join Us.</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Wind River Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does Wind River Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Wind River Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Wind River Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Wind River Software compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Wind River Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does Wind River Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Wind River Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Wind River Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Wind River Software 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": 105900
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105897
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 105897
}
]
},
"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, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Embedded Platforms »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/embedded\" style=\"color:#FFFFFF;\" tabindex=\"0\">Embedded Platforms<span> »</span></a> </h2>"
},
{
"text": "Enterprise Platforms »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/enterprise\" style=\"color:#FFFFFF;\" tabindex=\"0\">Enterprise Platforms<span> »</span></a> </h2>"
},
{
"text": "Studio Tools »",
"html": "<h2 class=\"mm-title\"> <a href=\"/products/studio-tools\" tabindex=\"0\">Studio Tools<span> »</span></a> </h2>"
},
{
"text": "Industries »",
"html": "<h2 class=\"mm-title\"><a href=\"/industries\" tabindex=\"0\">Industries<span> »</span></a></h2>"
},
{
"text": "Insights »",
"html": "<h2 class=\"mm-title\"><a href=\"/insights/all\" tabindex=\"0\">Insights<span> »</span></a></h2>"
},
{
"text": "Wind River Services »",
"html": "<h2 class=\"mm-title\"><a href=\"/services\" tabindex=\"0\">Wind River Services<span> »</span></a></h2>"
},
{
"text": "Security",
"html": "<h2 class=\"mm-title\">Security</h2>"
},
{
"text": "Support",
"html": "<h2 class=\"mm-title\">Support</h2>"
},
{
"text": "About Wind River »",
"html": "<h2 class=\"mm-title\"><a href=\"https://www.windriver.com/company\" tabindex=\"0\">About Wind River<span> »</span></a></h2>"
},
{
"text": "Highlights",
"html": "<h2 class=\"title40\">Highlights</h2>"
},
{
"text": "Latest Videos",
"html": "<h2 class=\"title40\">Latest Videos</h2>"
},
{
"text": "Do Work That Matters. Join Us.",
"html": "<h2>Do Work That Matters. Join Us.</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Wind River Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does Wind River Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Wind River Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Wind River Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Wind River Software compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Wind River Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does Wind River Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Wind River Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Wind River Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Wind River Software compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}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."
}
]
}SEOSEOBrowser audit
Links do not have descriptive text
100 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
6 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": "6 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
Reduce unused CSS
33 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 111 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 111 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 100
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
33 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 368 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 368 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": 40
}Performance and AccessibilityAccessibilityBrowser audit
`[aria-*]` attributes do not match their roles
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-*]` attributes do not match their roles
Check name
`[aria-*]` attributes do not match their roles
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr)."
}Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
Check name
Buttons do not have an accessible name
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
When a button doesn't have an accessible name, screen readers announce it as "button", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "When a button doesn't have an accessible name, screen readers announce it as \"button\", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name)."
}Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
Check name
Elements with visible text labels do not have matching accessible names.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
83/100
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": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10 ms",
"numericValue": 6
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 27,
"displayValue": "3.0 s",
"numericValue": 2999.4831737767995
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 98,
"displayValue": "0.7 s",
"numericValue": 680.6427318075334
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "110 ms",
"numericValue": 112.39281
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 83,
"displayValue": "2.9 s",
"numericValue": 2866.7007001522907
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 64,
"displayValue": "280 ms",
"numericValue": 275
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 91,
"displayValue": "120 ms",
"numericValue": 124
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 97,
"displayValue": "0.8 s",
"numericValue": 842.0394107466215
}
]
}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 |
|---|---|---|---|
| 52/100 | Level 3, Bot-Aware | Current report |