SCANNED
Jun 10, 2026, 7:21 AM
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SCANNED
Jun 10, 2026, 7:21:46 AMJun 10, 2026, 7:21 AM
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47/100
OVERALL SCORE
Level 2, Agent-Limited
Priority improvements needed for AI agents
- AI Discoverability 36 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 69 out of 100
- SEO 85 out of 100
- Performance and Accessibility 50 out of 100
What AI sees of your website
New Cars, Trucks, SUVs & Hybrids | Toyota Official Site
Explore the newest Toyota trucks, cars, SUVs, hybrids and minivans. See photos, compare models, get tips, calculate payments, and more.
Next step
Turn this report into a fix workflow
24 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 36 | Priority fix | 6 | 16 | 1 | View details |
| Discoverability | 50 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 25 | Priority fix | 1 | 8 | 1 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 69 | Needs work | 6 | 2 | 12 | View details |
| GEO Readiness | 71 | Needs work | 2 | 0 | 4 | |
| AIO Readiness | 78 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 60 | Needs work | 1 | 1 | 5 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 50 | Needs work | 19 | 6 | 1 | View details |
| Performance | 37 | Priority fix | 15 | 5 | 1 | View details |
| Accessibility | 74 | Needs work | 4 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
49 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".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
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": 403,
"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 class=\"tcom no-js is-desktop\" data-country-code=\"US\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anon"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
},
{
"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 class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
}
]
},
"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.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"WebPage"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
33 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"WebPage"
]
}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".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
}
]
},
"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".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
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": 117102
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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".
20 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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".
20 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
}
]
},
"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".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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.
20 Fail
Needs attention
Author attribution
01
Issue
Author attribution is missing: no schema.org author/publisher; no author meta tags; no rel=author links; no visible byline detected.
02
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".
20 Fail
Needs attention
llms.txt
01
Issue
llms.txt was not found at the expected path.
02
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": 117102
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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".
20 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html;charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
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,User-Agent".
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,User-Agent"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding,User-Agent\".",
"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": 53075,
"excerpt": "<!doctype html>\n<html class=\"tcom no-js is-desktop\" data-country-code=\"RE\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.",
"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.
20 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: missing <main> landmark; invalid h1 (found 0); 3 links missing accessible names; 13 buttons missing accessible names.
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a data-aa-skip=\"true\" href=\"/\" class=\"logo\" tabindex=\"0\" data-di-id=\"#logo\" data-aa-content-section=\"global nav header\" data-aa-content-subsection=\"global header\" data-aa-content-item=\"non mobile header\" data-aa-link-text=\"toyota logo\" data-aa-link-type=\"logo\"> <svg width=\"142\" height=\"32\" viewBox=\"0 0 142 32\" fill=\"none\" xmlns=\"https://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_316_874)\"> <path d=\"M110.725 17.0009L112.6 12.0866L114.475 17.0009H110.725ZM114.548 9.3009H110.639L105.186 22.629",
"<a href=\"/\" class=\"mobile-logo\" tabindex=\"0\" data-di-id=\"#mobile-logo\" data-aa-content-section=\"global nav header\" data-aa-content-subsection=\"global header\" data-aa-content-item=\"mobile header\" data-aa-link-type=\"logo\" data-aa-list-item_index=\"undefined\" data-aa-link-count=\"undefined\" data-aa-list-result_count=\"undefined\" data-aa-link-index=\"undefined\"> <svg width=\"142\" height=\"32\" viewBox=\"0 0 142 32\" fill=\"none\" xmlns=\"https://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_316_874)\"> <path d=",
"<a class=\"purchase-link\" href=\"/\"> <svg width=\"41\" height=\"41\" viewBox=\"0 0 41 41\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M6.52887 5.25488H11.5555L12.6356 9.37728M30.8881 27.178H17.2994L15.6544 20.8993M12.6356 9.37728H32.8909C33.5567 9.37728 34.0365 10.0156 33.8515 10.6552L30.8881 20.8993H15.6544M12.6356 9.37728L15.6544 20.8993\" stroke=\"black\" stroke-width=\"2\"/> <ellipse cx=\"28.7877\" cy=\"32.9472\" rx=\"2.30769\" ry=\"2.30769\" fill=\"black\"/> <ellipse cx=\"17.2448\" cy=\"32.9472\" rx=\"2."
],
"inaccessibleButtons": [
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"video-control button-pause\" data-aa-action=\"aa-action\" data-aa-link-trigger=\"aa-action\" tabindex=\"-1\"></button>",
"<button class=\"feature-cta black secondary vis-link no-image dark\" data-link-metrics=\"aa-link\" style=\"display: none;\"> </button>",
"<button class=\"play-cta dark large vis-control-cta\" type=\"button\" data-ytid=\"agirQAxfJf4\" data-aa-link-text=\"play video icon\" arial-label=\"play\" tabindex=\"-1\"> <svg aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\"> <g> <g> <path d=\"M9.753 4.86l4.796 5.481c.363.416.321 1.048-.094 1.412-.183.16-.417.247-.659.247H4.204c-.553 0-1-.448-1-1 0-.242.088-.476.247-.659l4.796-5.48c.364-.417.996-.459 1.412-.095.033.03.064.06.094.094z\" transform=\"rotate(90 9 8)",
"<button class=\"play-cta dark large vis-control-cta\" type=\"button\" data-ytid=\"y5bJ612mUt8\" data-aa-link-text=\"play video icon\" arial-label=\"play\" tabindex=\"-1\"> <svg aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\"> <g> <g> <path d=\"M9.753 4.86l4.796 5.481c.363.416.321 1.048-.094 1.412-.183.16-.417.247-.659.247H4.204c-.553 0-1-.448-1-1 0-.242.088-.476.247-.659l4.796-5.48c.364-.417.996-.459 1.412-.095.033.03.064.06.094.094z\" transform=\"rotate(90 9 8)",
"<button class=\"play-cta dark large vis-control-cta\" type=\"button\" data-ytid=\"dmQlJMsRzB0\" data-aa-link-text=\"play video icon\" arial-label=\"play\" tabindex=\"-1\"> <svg aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\"> <g> <g> <path d=\"M9.753 4.86l4.796 5.481c.363.416.321 1.048-.094 1.412-.183.16-.417.247-.659.247H4.204c-.553 0-1-.448-1-1 0-.242.088-.476.247-.659l4.796-5.48c.364-.417.996-.459 1.412-.095.033.03.064.06.094.094z\" transform=\"rotate(90 9 8)",
"<button class=\"play-cta dark large vis-control-cta\" type=\"button\" data-ytid=\"agirQAxfJf4\" data-aa-link-text=\"play video icon\" arial-label=\"play\" tabindex=\"-1\"> <svg aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\"> <g> <g> <path d=\"M9.753 4.86l4.796 5.481c.363.416.321 1.048-.094 1.412-.183.16-.417.247-.659.247H4.204c-.553 0-1-.448-1-1 0-.242.088-.476.247-.659l4.796-5.48c.364-.417.996-.459 1.412-.095.033.03.064.06.094.094z\" transform=\"rotate(90 9 8)",
"<button class=\"play-cta dark large vis-control-cta\" type=\"button\" data-ytid=\"y5bJ612mUt8\" data-aa-link-text=\"play video icon\" arial-label=\"play\" tabindex=\"-1\"> <svg aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\"> <g> <g> <path d=\"M9.753 4.86l4.796 5.481c.363.416.321 1.048-.094 1.412-.183.16-.417.247-.659.247H4.204c-.553 0-1-.448-1-1 0-.242.088-.476.247-.659l4.796-5.48c.364-.417.996-.459 1.412-.095.033.03.064.06.094.094z\" transform=\"rotate(90 9 8)"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 0,
"headings": 20,
"links": 284,
"inaccessibleLinks": 3,
"buttons": 55,
"inaccessibleButtons": 13,
"images": 81,
"imagesWithAlt": 81,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"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".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
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.toyota.com",
"probes": [
{
"name": "_index._agents.www.toyota.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.toyota.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.toyota.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "toyota.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".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
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
<select> is missing a name attribute.<select> is missing a label.<select> is missing tool-param-description.<select> is missing a name attribute.<select> is missing a label.<select> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input name="EssentialCookiesSlide"> is missing tool-param-description.<input name="FunctionalCookiesSlide"> is missing tool-param-description.<input name="TargetingCookiesSlide"> is missing tool-param-description.<textarea name="g-recaptcha-response"> is missing a label.<textarea name="g-recaptcha-response"> 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": 349,
"interactiveWithTags": 0,
"totalCount": 349,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"EssentialCookiesSlide\"> is missing tool-param-description.",
"<input name=\"FunctionalCookiesSlide\"> is missing tool-param-description.",
"<input name=\"TargetingCookiesSlide\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> 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": 21,
"issues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"EssentialCookiesSlide\"> is missing tool-param-description.",
"<input name=\"FunctionalCookiesSlide\"> is missing tool-param-description.",
"<input name=\"TargetingCookiesSlide\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<select> is missing a name attribute."
},
{
"type": "code",
"value": "<select> is missing a label."
},
{
"type": "code",
"value": "<select> is missing tool-param-description."
},
{
"type": "code",
"value": "<select> is missing a name attribute."
},
{
"type": "code",
"value": "<select> is missing a label."
},
{
"type": "code",
"value": "<select> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"EssentialCookiesSlide\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"FunctionalCookiesSlide\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"TargetingCookiesSlide\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> is missing a label."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> 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": 349,
"interactiveWithTags": 0,
"totalCount": 349,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"EssentialCookiesSlide\"> is missing tool-param-description.",
"<input name=\"FunctionalCookiesSlide\"> is missing tool-param-description.",
"<input name=\"TargetingCookiesSlide\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> 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": 349,
"interactiveWithTags": 0,
"totalCount": 349,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"EssentialCookiesSlide\"> is missing tool-param-description.",
"<input name=\"FunctionalCookiesSlide\"> is missing tool-param-description.",
"<input name=\"TargetingCookiesSlide\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> 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.
10 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Thu, 04 Jun 2026 15:56:36 GMT",
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/brand/",
"text": "About Us",
"html": "<a href=\"/brand/\" title=\"About Us\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"About Us link\" data-aa-link_type_title=\"about toyota\" class=\" no-image \"> About Us </a>"
},
{
"href": "/usa/",
"text": "Our Company",
"html": "<a href=\"/usa/\" title=\"Our Company\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Our Company link\" data-aa-link_type_title=\"about toyota\" class=\" no-image \"> Our Company </a>"
}
],
"contactLinks": [
{
"href": "/support/accessibility/",
"text": "Accessibility",
"html": "<a class=\" text-link-inline 8 block \" href=\"/support/accessibility/\" aria-label=\"Accessibility\" data-aa-skip=\"false\" aria-hidden=\"false\" role=\"link\" data-show-smartpath-modal=\"false\"> <span class=\"btn-text\" aria-hidden=\"true\">Accessibility </span> </a>"
},
{
"href": "/support/contact-us/",
"text": "Contact Us",
"html": "<a href=\"/support/contact-us/\" title=\"Contact Us\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Contact Us link\" class=\" no-image \"> Contact Us </a>"
},
{
"href": "/support/",
"text": "FAQs",
"html": "<a href=\"/support/\" title=\"FAQs\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"FAQs link\" class=\" no-image \"> FAQs </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" title=\"Privacy Notice\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Privacy Notice link\" class=\" no-image \"> Privacy Notice </a>"
},
{
"href": "/support/legal-terms/",
"text": "Legal Terms",
"html": "<a href=\"/support/legal-terms/\" title=\"Legal Terms\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Legal Terms link\" class=\" no-image \"> Legal Terms </a>"
},
{
"href": "/support/site-map/",
"text": "Site Map",
"html": "<a href=\"/support/site-map/\" title=\"Site Map\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Site Map link\" class=\" no-image \"> Site Map </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" data-privacy-policy-button>Privacy Notice</a>"
}
],
"privacyLinks": [
{
"href": "https://privacy.toyota.com/",
"text": "YOUR PRIVACY CHOICES",
"html": "<a class=\" text-link-inline 10 block reverse \" href=\"https://privacy.toyota.com/\" aria-label=\"YOUR PRIVACY CHOICES\" rel=\"noopener\" target=\"_blank\" data-aa-skip=\"false\" aria-hidden=\"false\" role=\"link\" data-show-smartpath-modal=\"false\"> <span class=\"btn-img\" aria-hidden=\"true\"> <img src=\"https://delivery.tcom.assetscs.toyota.com/adobe/assets/urn:aaid:aem:64c85186-66e1-48e8-b775-52d70e5fd229/as/privacyoptions.svg\" alt=\"image\" role=\"presentation\"> </span> <span class=\"btn-text\" aria-hidden=\"true\"..."
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" title=\"Privacy Notice\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Privacy Notice link\" class=\" no-image \"> Privacy Notice </a>"
},
{
"href": "/support/legal-terms/",
"text": "Legal Terms",
"html": "<a href=\"/support/legal-terms/\" title=\"Legal Terms\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Legal Terms link\" class=\" no-image \"> Legal Terms </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" data-privacy-policy-button>Privacy Notice</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 55/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 55/100 and needs improvement.
6 Warning
Needs attention
GEO: AI crawler accessibility
01
Issue
robots.txt blocks these AI crawlers: gptbot, claudebot, perplexitybot, google-extended.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: AI crawler accessibility
Score
55/100
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: AI crawler accessibility scored 55/100 and needs improvement.
Evidence
{
"textWords": 3184,
"htmlBytes": 765907,
"robots": {
"checkedCrawlers": [
"gptbot",
"chatgpt-user",
"claudebot",
"perplexitybot",
"google-extended"
],
"blocked": [
"gptbot",
"claudebot",
"perplexitybot",
"google-extended"
],
"allows": false
},
"schemaBlocks": 1,
"finalUrl": "https://www.toyota.com/",
"robotsExcerpt": "# =============================================================================\r\n# robots.txt — toyota.com\r\n# 2026-05-20\r\n# =============================================================================\r\n\r\n\r\n# Training crawlers — blocked everywhere\r\n\r\nUser-agent: GPTBot\r\nDisallow: /\r\n\r\nUser-agent: ClaudeBot\r\nDisallow: /\r\n\r\nUser-agent: anthropic-ai\r\nDisallow: /\r\n\r\nUser-agent: Google-Extended\r\nDisallow: /\r\n\r\nUser-agent: Applebot-Extended\r\nDisallow: /\r\n\r\nUser-agent: Meta-ExternalAgent\r\nDisallow: /\r\n\r\nUser-agent: meta-externalagent\r\nDisallow: /\r\n\r\nUser-agent: Bytespider\r\nDisallow: /\r\n\r\nUser-agent: CCBot\r\nDisallow: /\r\n\r\nUser-agent: cohere-ai\r\nDisallow: /\r\n\r\nUser-agent: Diffbot\r\nDisallow: /\r\n\r\nUser-agent: Omgilibot\r\nDisallow: /\r\n\r\nUser-agent: Amazonbot\r\nDisallow: /\r\n\r\nUser-agent: DuckAssistBot\r\nD",
"score": 55,
"weight": 26
}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.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/brand/",
"text": "About Us",
"html": "<a href=\"/brand/\" title=\"About Us\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"About Us link\" data-aa-link_type_title=\"about toyota\" class=\" no-image \"> About Us </a>"
},
{
"href": "/usa/",
"text": "Our Company",
"html": "<a href=\"/usa/\" title=\"Our Company\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Our Company link\" data-aa-link_type_title=\"about toyota\" class=\" no-image \"> Our Company </a>"
}
],
"contactLinks": [
{
"href": "/support/accessibility/",
"text": "Accessibility",
"html": "<a class=\" text-link-inline 8 block \" href=\"/support/accessibility/\" aria-label=\"Accessibility\" data-aa-skip=\"false\" aria-hidden=\"false\" role=\"link\" data-show-smartpath-modal=\"false\"> <span class=\"btn-text\" aria-hidden=\"true\">Accessibility </span> </a>"
},
{
"href": "/support/contact-us/",
"text": "Contact Us",
"html": "<a href=\"/support/contact-us/\" title=\"Contact Us\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Contact Us link\" class=\" no-image \"> Contact Us </a>"
},
{
"href": "/support/",
"text": "FAQs",
"html": "<a href=\"/support/\" title=\"FAQs\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"FAQs link\" class=\" no-image \"> FAQs </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" title=\"Privacy Notice\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Privacy Notice link\" class=\" no-image \"> Privacy Notice </a>"
},
{
"href": "/support/legal-terms/",
"text": "Legal Terms",
"html": "<a href=\"/support/legal-terms/\" title=\"Legal Terms\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Legal Terms link\" class=\" no-image \"> Legal Terms </a>"
},
{
"href": "/support/site-map/",
"text": "Site Map",
"html": "<a href=\"/support/site-map/\" title=\"Site Map\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Site Map link\" class=\" no-image \"> Site Map </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" data-privacy-policy-button>Privacy Notice</a>"
}
],
"privacyLinks": [
{
"href": "https://privacy.toyota.com/",
"text": "YOUR PRIVACY CHOICES",
"html": "<a class=\" text-link-inline 10 block reverse \" href=\"https://privacy.toyota.com/\" aria-label=\"YOUR PRIVACY CHOICES\" rel=\"noopener\" target=\"_blank\" data-aa-skip=\"false\" aria-hidden=\"false\" role=\"link\" data-show-smartpath-modal=\"false\"> <span class=\"btn-img\" aria-hidden=\"true\"> <img src=\"https://delivery.tcom.assetscs.toyota.com/adobe/assets/urn:aaid:aem:64c85186-66e1-48e8-b775-52d70e5fd229/as/privacyoptions.svg\" alt=\"image\" role=\"presentation\"> </span> <span class=\"btn-text\" aria-hidden=\"true\"..."
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" title=\"Privacy Notice\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Privacy Notice link\" class=\" no-image \"> Privacy Notice </a>"
},
{
"href": "/support/legal-terms/",
"text": "Legal Terms",
"html": "<a href=\"/support/legal-terms/\" title=\"Legal Terms\" data-aa-action=\"aa-link\" data-aa-link_button_action=\"Legal Terms link\" class=\" no-image \"> Legal Terms </a>"
},
{
"href": "/support/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"/support/privacy-notice/\" data-privacy-policy-button>Privacy Notice</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 64/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 64/100 and needs improvement.
5 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: new, official, site.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
64/100
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 64/100 and needs improvement.
Evidence
{
"title": "New Cars, Trucks, SUVs & Hybrids | Toyota Official Site",
"h1": "",
"description": "Explore the newest Toyota trucks, cars, SUVs, hybrids and minivans. See photos, compare models, get tips, calculate payments, and more.",
"topicOverlap": 0.625,
"topicTerms": [
"new",
"cars",
"trucks",
"suvs",
"hybrids",
"toyota",
"official",
"site"
],
"descriptionTerms": [
"explore",
"newest",
"toyota",
"trucks",
"cars",
"suvs",
"hybrids",
"minivans",
"see",
"photos",
"compare",
"models",
"get",
"tips",
"calculate",
"payments",
"more"
],
"missingFromDescription": [
"new",
"official",
"site"
],
"score": 64,
"weight": 28
}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.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 19,
"passing": 0,
"failing": [
{
"heading": "2026 Sienna",
"headingHtml": "<h2 class=\"title heading-02\">2026 Sienna</h2>",
"firstParagraph": "Now playing in theaters.",
"paragraphHtml": "<p class=\"copy body-03\">Now playing in theaters.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 GRMN Corolla",
"headingHtml": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>",
"firstParagraph": "Born on the Nürburgring, not in the boardroom.",
"paragraphHtml": "<p class=\"copy body-03\">Born on the Nürburgring, not in the boardroom.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "2027 Land Cruiser",
"headingHtml": "<h2 class=\"title heading-02\">2027 Land Cruiser</h2>",
"firstParagraph": "Our heritage. Your adventure.",
"paragraphHtml": "<p class=\"copy body-03\">Our heritage. Your adventure.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 Highlander",
"headingHtml": "<h2 class=\"title heading-02\">2026 Highlander</h2>",
"firstParagraph": "Go where the road inspires.",
"paragraphHtml": "<p class=\"copy body-03\">Go where the road inspires.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "2026 RAV4 Plug-in Hybrid",
"headingHtml": "<h2 class=\"title heading-02\">2026 RAV4 Plug-in Hybrid</h2>",
"firstParagraph": "High performance. Maximum presence.",
"paragraphHtml": "<p class=\"copy body-03\">High performance. Maximum presence.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 Sienna",
"headingHtml": "<h2 class=\"title heading-02\">2026 Sienna</h2>",
"firstParagraph": "Now playing in theaters.",
"paragraphHtml": "<p class=\"copy body-03\">Now playing in theaters.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 GRMN Corolla",
"headingHtml": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>",
"firstParagraph": "Born on the Nürburgring, not in the boardroom.",
"paragraphHtml": "<p class=\"copy body-03\">Born on the Nürburgring, not in the boardroom.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "pick up where you left off",
"headingHtml": "<h3 class=\"headline\">pick up where you left off</h3>",
"firstParagraph": "latest build updated 1/6/23",
"paragraphHtml": "<p class=\"build-latest\">latest build <span class=\"updated latest\">updated <span class=\"date\">1/6/23</span> </span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "pick up where you left off",
"headingHtml": "<h3 class=\"headline\">pick up where you left off</h3>",
"firstParagraph": "latest build updated 1/6/23",
"paragraphHtml": "<p class=\"build-latest\">latest build <span class=\"updated latest\">updated <span class=\"date\">1/6/23</span> </span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Explore All Vehicles",
"headingHtml": "<h2 class=\"tabbed-container__title \">Explore All Vehicles</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Shopping Tools",
"headingHtml": "<h2 class=\"ttac-headline align-center spacing-none-d spacing-none-d-p\">Shopping Tools</h2>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"eyebrow-copy font-semi-bold spacing-small-2-d overline-02\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "A lineup generating more possibilities.",
"headingHtml": "<h3 class=\"heading-large heading-04\">A lineup generating more possibilities.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Discover Toyota",
"headingHtml": "<h2 class=\"tabbed-container__title \">Discover Toyota</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SHOPPING TOOLS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"SHOPPING TOOLS\">SHOPPING TOOLS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "VEHICLES",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"VEHICLES\">VEHICLES</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "HELPFUL LINKS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"HELPFUL LINKS\">HELPFUL LINKS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "OWNERS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"OWNERS\">OWNERS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ABOUT TOYOTA",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"ABOUT TOYOTA\">ABOUT TOYOTA</h2>",
"firstParagraph": "©2026 Toyota Motor Sales, U.S.A., Inc. All information applies to U.S. vehicles only.",
"paragraphHtml": "<p>©2026 Toyota Motor Sales, U.S.A., Inc. All information applies to U.S. vehicles only.<br></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "External Site Modal",
"headingHtml": "<h3 class=\"cmp-contentfragment__title\">External Site Modal</h3>",
"firstParagraph": "We’re taking you to [3rd party website address] to connect you to the information you requested.",
"paragraphHtml": "<p>We’re taking you to [3rd party website address] to connect you to the information you requested.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 15,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
77 image(s) are missing width/height attributes. 7 possible modal/interstitial element(s) detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, minimal-ui, maximum-scale=1.0, minimum-scale=1.0",
"visibleWords": 3184,
"htmlBytes": 765907,
"imagesMissingDimensions": [
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\" class=\"is-loaded\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\" class=\"is-loaded\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\" class=\"is-loaded\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"slide bg image\" class=\"is-loaded\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Corolla Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Corolla Hatchback Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Prius Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Prius Plug-in Hybrid Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Camry Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"GR86 Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"GR Corolla Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"GR Supra Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Sienna Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Toyota Crown Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Mirai Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Tacoma Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Tundra Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Corolla Cross Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"RAV4 Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"RAV4 Plug-in Hybrid Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"bZ Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"bZ Woodland Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"C-HR Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Highlander Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Grand Highlander Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"4Runner Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Toyota Crown Signia Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Land Cruiser Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Sequoia Model image\" style=\"height: auto;\">"
},
{
"src": "data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Corolla Hybrid Model image\" style=\"height: auto;\">"
},
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{
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{
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{
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{
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"html": "<img src=\"data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Toyota RewardsVisa Signature® background image\">"
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{
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{
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{
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{
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"<div class=\"cmp-contentfragment__element cmp-contentfragment__element--modalTitle\" data-cmp-contentfragment-element-type=\"string\"> <dt class=\"cmp-contentfragment__element-title\"> Title </dt> <dd class=\"cmp-contentfragment__element-value\"> You are now leaving Toyota.com </dd> </div>",
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"<div class=\"ensModal\" aria-label=\"Consent Configuration\" data-nosnippet=\"true\"> <header class=\"ensTitle\" id=\"ensTitle\">Cookie Consent</header> <div class=\"consentDescription\" id=\"ensDescription\">When you visit our website, we use cookies and other mechanisms, such as session replay technology, to collect information. The data collected is used to help our website function, learn more about our website users, deliver relevant advertising, enhance user experience, and analyze website performanc..."
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"score": 70,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 19,
"passing": 0,
"failing": [
{
"heading": "2026 Sienna",
"headingHtml": "<h2 class=\"title heading-02\">2026 Sienna</h2>",
"firstParagraph": "Now playing in theaters.",
"paragraphHtml": "<p class=\"copy body-03\">Now playing in theaters.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 GRMN Corolla",
"headingHtml": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>",
"firstParagraph": "Born on the Nürburgring, not in the boardroom.",
"paragraphHtml": "<p class=\"copy body-03\">Born on the Nürburgring, not in the boardroom.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "2027 Land Cruiser",
"headingHtml": "<h2 class=\"title heading-02\">2027 Land Cruiser</h2>",
"firstParagraph": "Our heritage. Your adventure.",
"paragraphHtml": "<p class=\"copy body-03\">Our heritage. Your adventure.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "2026 Highlander",
"headingHtml": "<h2 class=\"title heading-02\">2026 Highlander</h2>",
"firstParagraph": "Go where the road inspires.",
"paragraphHtml": "<p class=\"copy body-03\">Go where the road inspires.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "2026 RAV4 Plug-in Hybrid",
"headingHtml": "<h2 class=\"title heading-02\">2026 RAV4 Plug-in Hybrid</h2>",
"firstParagraph": "High performance. Maximum presence.",
"paragraphHtml": "<p class=\"copy body-03\">High performance. Maximum presence.</p>",
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"direct": false,
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},
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"firstParagraph": "Now playing in theaters.",
"paragraphHtml": "<p class=\"copy body-03\">Now playing in theaters.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
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"headingHtml": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>",
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"paragraphHtml": "<p class=\"copy body-03\">Born on the Nürburgring, not in the boardroom.</p>",
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"direct": false,
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},
{
"heading": "pick up where you left off",
"headingHtml": "<h3 class=\"headline\">pick up where you left off</h3>",
"firstParagraph": "latest build updated 1/6/23",
"paragraphHtml": "<p class=\"build-latest\">latest build <span class=\"updated latest\">updated <span class=\"date\">1/6/23</span> </span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "pick up where you left off",
"headingHtml": "<h3 class=\"headline\">pick up where you left off</h3>",
"firstParagraph": "latest build updated 1/6/23",
"paragraphHtml": "<p class=\"build-latest\">latest build <span class=\"updated latest\">updated <span class=\"date\">1/6/23</span> </span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Explore All Vehicles",
"headingHtml": "<h2 class=\"tabbed-container__title \">Explore All Vehicles</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Shopping Tools",
"headingHtml": "<h2 class=\"ttac-headline align-center spacing-none-d spacing-none-d-p\">Shopping Tools</h2>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"eyebrow-copy font-semi-bold spacing-small-2-d overline-02\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "A lineup generating more possibilities.",
"headingHtml": "<h3 class=\"heading-large heading-04\">A lineup generating more possibilities.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Discover Toyota",
"headingHtml": "<h2 class=\"tabbed-container__title \">Discover Toyota</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SHOPPING TOOLS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"SHOPPING TOOLS\">SHOPPING TOOLS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "VEHICLES",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"VEHICLES\">VEHICLES</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "HELPFUL LINKS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"HELPFUL LINKS\">HELPFUL LINKS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "OWNERS",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"OWNERS\">OWNERS</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ABOUT TOYOTA",
"headingHtml": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"ABOUT TOYOTA\">ABOUT TOYOTA</h2>",
"firstParagraph": "©2026 Toyota Motor Sales, U.S.A., Inc. All information applies to U.S. vehicles only.",
"paragraphHtml": "<p>©2026 Toyota Motor Sales, U.S.A., Inc. All information applies to U.S. vehicles only.<br></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "External Site Modal",
"headingHtml": "<h3 class=\"cmp-contentfragment__title\">External Site Modal</h3>",
"firstParagraph": "We’re taking you to [3rd party website address] to connect you to the information you requested.",
"paragraphHtml": "<p>We’re taking you to [3rd party website address] to connect you to the information you requested.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}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.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
No substantial explanatory paragraphs were found.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 71/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 71/100 and needs improvement.
2 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: new, official, site.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
71/100
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 71/100 and needs improvement.
Evidence
{
"title": "New Cars, Trucks, SUVs & Hybrids | Toyota Official Site",
"h1": "",
"description": "Explore the newest Toyota trucks, cars, SUVs, hybrids and minivans. See photos, compare models, get tips, calculate payments, and more.",
"topicOverlap": 0.625,
"definitionCount": 15,
"topicTerms": [
"new",
"cars",
"trucks",
"suvs",
"hybrids",
"toyota",
"official",
"site"
],
"descriptionTerms": [
"explore",
"newest",
"toyota",
"trucks",
"cars",
"suvs",
"hybrids",
"minivans",
"see",
"photos",
"compare",
"models",
"get",
"tips",
"calculate",
"payments",
"more"
],
"missingFromDescription": [
"new",
"official",
"site"
],
"score": 71,
"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.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "2026 Sienna",
"html": "<h2 class=\"title heading-02\">2026 Sienna</h2>"
},
{
"text": "2026 GRMN Corolla",
"html": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>"
},
{
"text": "2027 Land Cruiser",
"html": "<h2 class=\"title heading-02\">2027 Land Cruiser</h2>"
},
{
"text": "2026 Highlander",
"html": "<h2 class=\"title heading-02\">2026 Highlander</h2>"
},
{
"text": "2026 RAV4 Plug-in Hybrid",
"html": "<h2 class=\"title heading-02\">2026 RAV4 Plug-in Hybrid</h2>"
},
{
"text": "2026 Sienna",
"html": "<h2 class=\"title heading-02\">2026 Sienna</h2>"
},
{
"text": "2026 GRMN Corolla",
"html": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>"
},
{
"text": "Explore All Vehicles",
"html": "<h2 class=\"tabbed-container__title \">Explore All Vehicles</h2>"
},
{
"text": "Shopping Tools",
"html": "<h2 class=\"ttac-headline align-center spacing-none-d spacing-none-d-p\">Shopping Tools</h2>"
},
{
"text": "Discover Toyota",
"html": "<h2 class=\"tabbed-container__title \">Discover Toyota</h2>"
},
{
"text": "SHOPPING TOOLS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"SHOPPING TOOLS\">SHOPPING TOOLS</h2>"
},
{
"text": "VEHICLES",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"VEHICLES\">VEHICLES</h2>"
},
{
"text": "HELPFUL LINKS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"HELPFUL LINKS\">HELPFUL LINKS</h2>"
},
{
"text": "OWNERS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"OWNERS\">OWNERS</h2>"
},
{
"text": "ABOUT TOYOTA",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"ABOUT TOYOTA\">ABOUT TOYOTA</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "how",
"label": "How does New Cars, Trucks, SUVs & Hybrids work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "cost",
"label": "Is New Cars, Trucks, SUVs & Hybrids free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does New Cars, Trucks, SUVs & Hybrids compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "how",
"label": "How does New Cars, Trucks, SUVs & Hybrids work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "cost",
"label": "Is New Cars, Trucks, SUVs & Hybrids free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does New Cars, Trucks, SUVs & Hybrids 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.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
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": 117102
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102
}
]
},
"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.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "2026 Sienna",
"html": "<h2 class=\"title heading-02\">2026 Sienna</h2>"
},
{
"text": "2026 GRMN Corolla",
"html": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>"
},
{
"text": "2027 Land Cruiser",
"html": "<h2 class=\"title heading-02\">2027 Land Cruiser</h2>"
},
{
"text": "2026 Highlander",
"html": "<h2 class=\"title heading-02\">2026 Highlander</h2>"
},
{
"text": "2026 RAV4 Plug-in Hybrid",
"html": "<h2 class=\"title heading-02\">2026 RAV4 Plug-in Hybrid</h2>"
},
{
"text": "2026 Sienna",
"html": "<h2 class=\"title heading-02\">2026 Sienna</h2>"
},
{
"text": "2026 GRMN Corolla",
"html": "<h2 class=\"title heading-02\">2026 GRMN Corolla</h2>"
},
{
"text": "Explore All Vehicles",
"html": "<h2 class=\"tabbed-container__title \">Explore All Vehicles</h2>"
},
{
"text": "Shopping Tools",
"html": "<h2 class=\"ttac-headline align-center spacing-none-d spacing-none-d-p\">Shopping Tools</h2>"
},
{
"text": "Discover Toyota",
"html": "<h2 class=\"tabbed-container__title \">Discover Toyota</h2>"
},
{
"text": "SHOPPING TOOLS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"SHOPPING TOOLS\">SHOPPING TOOLS</h2>"
},
{
"text": "VEHICLES",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"VEHICLES\">VEHICLES</h2>"
},
{
"text": "HELPFUL LINKS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"HELPFUL LINKS\">HELPFUL LINKS</h2>"
},
{
"text": "OWNERS",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"OWNERS\">OWNERS</h2>"
},
{
"text": "ABOUT TOYOTA",
"html": "<h2 class=\"inherit-type toggle-button\" data-aa-action=\"aa-link\" data-aa-link-text=\"ABOUT TOYOTA\">ABOUT TOYOTA</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "how",
"label": "How does New Cars, Trucks, SUVs & Hybrids work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "cost",
"label": "Is New Cars, Trucks, SUVs & Hybrids free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does New Cars, Trucks, SUVs & Hybrids compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "how",
"label": "How does New Cars, Trucks, SUVs & Hybrids work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use New Cars, Trucks, SUVs & Hybrids?",
"pattern": {}
},
{
"id": "cost",
"label": "Is New Cars, Trucks, SUVs & Hybrids free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does New Cars, Trucks, SUVs & Hybrids compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 117102,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
"compatibleContentType": false,
"contentLength": 105686,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": true,
"links": [
"http://schema.org/\"",
"http://ogp.me/ns/fb#\">",
"/javascript",
"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\"",
"/script",
"https://www.googleapis.com\">",
"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2",
"/woff2",
"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2",
"/woff2"
],
"rawExcerpt": "<!doctype html>\n<html class=\"tcom no-js is-mobile\" data-country-code=\"MX\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anony"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709,
"text": "<!doctype html>\n<html class=\"tcom no-js is-desktop\" data-country-code=\"US\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Semibold/ToyotaType-Semibold.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Book/ToyotaType-Book.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Bold/ToyotaType-Bold.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preconnect\" href=\"https://cdn.dg.toyota.com\">\n <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\">\n <link rel=\"preconnect\" href=\"https://dnn506yrbagrg.cloudfront.net\">\n <link rel=\"preconnect\" href=\"https://socket.dg.toyota.com\">\n <link rel=\"preconnect\" href=\"https://dpm.demdex.net\">\n <link rel=\"preconnect\" href=\"https://smetrics.toyota.com\">\n <link rel=\"preconnect\" href=\"https://tags.toyota.com\">\n <link rel=\"preconnect\" href=\"https://toyota.tt.omtrdc.net\">\n <link rel=\"preconnect\" href=\"https://fls.doubleclick.net\">\n <link rel=\"preconnect\" href=\"https://www.google-analytics.com\">\n <link rel=\"preconnect\" href=\"https://www.googleadservices.com\">\n <link rel=\"preconnect\" href=\"https://api.dg.toyota.coms\">\n <link rel=\"preconnect\" href=\"https://tags.bluekai.com\">\n <title>403</title>\n <script type=\"application/ld+json\">\n {\n \"@context\": \"https://schema.org\",\n \"@type\": \"WebPage\",\n \"url\": \"https://www.toyota.com\",\n \"image\": \"https://www.toyota.com/icon.png\"\n }\n </script>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n <meta charset=\"UTF-8\">\n <meta http-equiv=\"Content-Type\" content=\"text/html;charset=UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimal-ui, maximum-scale=1.0, minimum-scale=1.0\">\n <meta name=\"google-site-verification\" content=\"vUb67AmUSocNJ_Eu1kKXLY-kXcqgVTfpzL9wOJlOQTs\">\n <meta name=\"msvalidate.01\" content=\"0EFF6AFCBE7E952700EC28F7CCA0716D\">\n <meta property=\"og:title\" content=\"403\">\n <meta property=\"og:type\" content=\"website\">\n <link rel=\"canonical\" href=\"https://www.toyota.com/403/\">\n <link rel=\"alternate\" href=\"https://www.toyota.com/403/\" hreflang=\"en-US\">\n <link rel=\"alternate\" href=\"https://www.toyota.com/403/\" hreflang=\"x-default\">\n <meta property=\"og:locale\" content=\"en-US\">\n <meta property=\"og:locale:alternate\" content=\"es-US\">\n <meta property=\"og:url\" content=\"https://www.toyota.com/403/\">\n <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/favicon.ico\">\n <link rel=\"shortcut icon\" sizes=\"120x120\" type=\"image/x-icon\" href=\"/icon.ico\">\n <link rel=\"apple-touch-icon\" type=\"image/png\" href=\"/icon.png\">\n <meta property=\"og:image\" content=\"https://tmna.aemassets.toyota.com/is/image/toyota/toyota/jellies/relative/403/en/base.png?wid=1140&hei=600&fmt=jpg&fit=crop\">\n <script type=\"text/javascript\">\nwindow.tcom_env = {\n \"services\": {\n \"vehicleData\": {\n \"host\": \"\",\n \"path\": \"/service/tcom/globalnav/vehicledata/\",\n \"pathV2\": \"/service/tcom/globalna"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709,
"text": "<!doctype html>\n<html class=\"tcom no-js is-desktop\" data-country-code=\"US\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Semibold/ToyotaType-Semibold.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Book/ToyotaType-Book.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Bold/ToyotaType-Bold.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preconnect\" href=\"https://cdn.dg.toyota.com\">\n <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\">\n <link rel=\"preconnect\" href=\"https://dnn506yrbagrg.cloudfront.net\">\n <link rel=\"preconnect\" href=\"https://socket.dg.toyota.com\">\n <link rel=\"preconnect\" href=\"https://dpm.demdex.net\">\n <link rel=\"preconnect\" href=\"https://smetrics.toyota.com\">\n <link rel=\"preconnect\" href=\"https://tags.toyota.com\">\n <link rel=\"preconnect\" href=\"https://toyota.tt.omtrdc.net\">\n <link rel=\"preconnect\" href=\"https://fls.doubleclick.net\">\n <link rel=\"preconnect\" href=\"https://www.google-analytics.com\">\n <link rel=\"preconnect\" href=\"https://www.googleadservices.com\">\n <link rel=\"preconnect\" href=\"https://api.dg.toyota.coms\">\n <link rel=\"preconnect\" href=\"https://tags.bluekai.com\">\n <title>403</title>\n <script type=\"application/ld+json\">\n {\n \"@context\": \"https://schema.org\",\n \"@type\": \"WebPage\",\n \"url\": \"https://www.toyota.com\",\n \"image\": \"https://www.toyota.com/icon.png\"\n }\n </script>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n <meta charset=\"UTF-8\">\n <meta http-equiv=\"Content-Type\" content=\"text/html;charset=UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimal-ui, maximum-scale=1.0, minimum-scale=1.0\">\n <meta name=\"google-site-verification\" content=\"vUb67AmUSocNJ_Eu1kKXLY-kXcqgVTfpzL9wOJlOQTs\">\n <meta name=\"msvalidate.01\" content=\"0EFF6AFCBE7E952700EC28F7CCA0716D\">\n <meta property=\"og:title\" content=\"403\">\n <meta property=\"og:type\" content=\"website\">\n <link rel=\"canonical\" href=\"https://www.toyota.com/403/\">\n <link rel=\"alternate\" href=\"https://www.toyota.com/403/\" hreflang=\"en-US\">\n <link rel=\"alternate\" href=\"https://www.toyota.com/403/\" hreflang=\"x-default\">\n <meta property=\"og:locale\" content=\"en-US\">\n <meta property=\"og:locale:alternate\" content=\"es-US\">\n <meta property=\"og:url\" content=\"https://www.toyota.com/403/\">\n <link rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/favicon.ico\">\n <link rel=\"shortcut icon\" sizes=\"120x120\" type=\"image/x-icon\" href=\"/icon.ico\">\n <link rel=\"apple-touch-icon\" type=\"image/png\" href=\"/icon.png\">\n <meta property=\"og:image\" content=\"https://tmna.aemassets.toyota.com/is/image/toyota/toyota/jellies/relative/403/en/base.png?wid=1140&hei=600&fmt=jpg&fit=crop\">\n <script type=\"text/javascript\">\nwindow.tcom_env = {\n \"services\": {\n \"vehicleData\": {\n \"host\": \"\",\n \"path\": \"/service/tcom/globalnav/vehicledata/\",\n \"pathV2\": \"/service/tcom/globalna"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth / OIDC discovery
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 403,
"contentType": "text/html;charset=utf-8",
"length": 116709
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth Protected Resource
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 403,
"contentType": "text/html;charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n<html class=\"tcom no-js is-desktop\" data-country-code=\"US\" lang=\"en\" itemscope itemtype=\"http://schema.org/\" xmlns:fb=\"http://ogp.me/ns/fb#\">\n <head>\n <script defer=\"defer\" type=\"text/javascript\" src=\"https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js\" data-routing=\"env=prod,tier=publish,ams=Toyota Motor North America (ES)\"></script>\n<link rel=\"preconnect\" href=\"https://www.googleapis.com\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Light/ToyotaType-Light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\">\n <link rel=\"preload\" href=\"/etc.clientlibs/tcom/clientlibs/clientlib-site/resources/fonts/ToyotaType-Regular/ToyotaType-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anon"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.toyota.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.toyota.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.toyota.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.toyota.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
100 Fail
Check name
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children)."
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
50 Fail
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
50 Fail
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
22 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": "22 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 AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
50 Fail
Check name
Uses deprecated APIs
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Estimated savings
2 warnings found
Fix guidance
Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).
Evidence
{
"displayValue": "2 warnings found",
"description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}Performance and AccessibilityPerformanceBrowser audit
`[user-scalable="no"]` is used in the `<meta name="viewport">` element or the `[maximum-scale]` attribute is less than 5.
17 Fail
Performance and AccessibilityPerformanceBrowser audit
`[user-scalable="no"]` is used in the `<meta name="viewport">` element or the `[maximum-scale]` attribute is less than 5.
17 Fail
Check name
`[user-scalable="no"]` is used in the `<meta name="viewport">` element or the `[maximum-scale]` attribute is less than 5.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Disabling zooming is problematic for users with low vision who rely on screen magnification to properly see the contents of a web page. [Learn more about the viewport meta tag](https://dequeuniversity.com/rules/axe/4.11/meta-viewport).
References
https://web.dev/learn/performance/Evidence
{
"description": "Disabling zooming is problematic for users with low vision who rely on screen magnification to properly see the contents of a web page. [Learn more about the viewport meta tag](https://dequeuniversity.com/rules/axe/4.11/meta-viewport)."
}Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
17 Fail
Check name
Minify JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 88Â KiB
Fix guidance
Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 88Â KiB",
"description": "Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).",
"numericValue": 40
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
17 Fail
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 Fail
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
8.3Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "8.3Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 8300.8369999998
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
10 Fail
Check name
Loading performance
Score
39/100
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": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "2,620Â ms",
"numericValue": 2621.5000000000023
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 17,
"displayValue": "4.0Â s",
"numericValue": 3990.0657050660193
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "14.0Â s",
"numericValue": 13983.306766224607
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 11,
"displayValue": "460Â ms",
"numericValue": 455.99999999999636
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40Â ms",
"numericValue": 42.31839000000002
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 1,
"displayValue": "6.1Â s",
"numericValue": 6085.001534048616
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 11
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 79,
"displayValue": "1.1Â s",
"numericValue": 1132.017818322989
}
]
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
8 Warning
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,057Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,057Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 47/100 | Level 2, Agent-Limited | Current report |