CanAgentUse

Saved report

https://www.gm.com/

SCANNED

Jun 10, 2026, 7:17 AM

VISIBILITY

Public

Rescan Report

Share Report

Copy Report Link

New Scan

https://www.gm.com/

SCANNED

Jun 10, 2026, 7:17:21 AMJun 10, 2026, 7:17 AM

VISIBILITY

Public

Rescan Report

Share Report

Copy Report Link

Export Report

50/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

General Motors: Iconic Vehicles for Every Drive

GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.

Next step

Turn this report into a fix workflow

26 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	52	Needs work	9	14	1	View details
Discoverability	71	Needs work	5	4	0	View details
Content Readiness	46	Priority fix	3	7	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	76	Mostly ready	7	2	11	View details
GEO Readiness	87	Mostly ready	3	0	3
AIO Readiness	79	Mostly ready	3	1	3	View details
AEO Readiness	62	Needs work	1	1	5	View details
SEO	77	Mostly ready	8	3	0	View details
SEO	77	Mostly ready	8	3	0	View details
Security & Trust	20	Priority fix	5	4	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	61	Needs work	20	6	0	View details
Performance	49	Priority fix	15	5	0	View details
Accessibility	84	Mostly ready	5	1	0	View details

Prioritized recommendations

Issues ranked by score impact

51 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html"
      },
      "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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence

{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" 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",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 DiscoverabilityDiscoverabilityEstablished

Sitemap

Sitemap is missing or incomplete.

50 Fail

Needs attention

Sitemap

Failed check

Issue

No valid XML sitemap found at checked locations: https://www.gm.com/sitemap.xml, https://www.gm.com/sitemap_index.xml, https://www.gm.com/sitemap-index.xml.

Why it matters

Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.

Check name

Sitemap

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Publish a sitemap and reference it from robots.txt.

Result

Sitemap is missing or incomplete.

Evidence

{
  "checked": [
    "https://www.gm.com/sitemap.xml",
    "https://www.gm.com/sitemap_index.xml",
    "https://www.gm.com/sitemap-index.xml"
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

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

Validation steps

Fetch to find resource
Web Bot Auth request signing was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": null
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

25 Fail

Needs attention

HSTS header

Failed check

Issue

HSTS header is missing or incomplete.

Why it matters

HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.

Check name

HSTS header

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Require HTTPS for repeat visits with Strict-Transport-Security.

Result

HSTS header is missing or incomplete.

Evidence

{
  "header": "strict-transport-security",
  "value": null
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html"
      },
      "issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 12698,
        "excerpt": "<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X",
        "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."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

Fetch to find resource
MCP Server Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

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

Validation steps

Fetch to find resource
mcp.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

{
  "header": "referrer-policy",
  "value": null
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <main> landmark; skipped heading levels; 2 links missing accessible names; 2 buttons missing accessible names; 0/1 applicable form inputs have autocomplete attributes (1 missing); missing alt text on >10% of images.

Details

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": false,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": false,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"https://www.gm.com\" data-dtm=\"global nav\" class=\"brand-logo stat-logo\"><svg width=\"55\" height=\"55\" alt=\"GM Logo\" title=\"GM\" viewBox=\"0 0 54 55\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M24.6285 40.4839H43.9691V37.0484H24.6285V40.4839ZM50.5549 46.4516V8.54839C50.5549 5.51613 48.9846 3.93548 45.9401 3.93548H8.04392C4.99941 3.93548 3.42908 5.51613 3.42908 8.54839V46.4032C3.42908 49.4355 4.99941 51.0161 8.04392 51.0161H45.892C48.9846 51.0645 50.5549 49.5 50.5549 46.4677V46.45",
      "<a class=\"stat-text-link\" data-dtm=\"learn more:general motors known\" target=\"_blank\"></a>"
    ],
    "inaccessibleButtons": [
      "<button role=\"search\" href=\"https://www.gm.com/search\" onclick=\"window.open(&#x24;(this).attr(&apos;href&apos;) + &apos;#query=&apos; + encodeURIComponent(&#x24;(&apos;.search-form .search__input&apos;).val()), &apos;_self&apos;); return false;\" data-dtm=\"search\" class=\"js-search-button stat-icon-link\"><i alt=\"Search logo\" class=\"fa-sharp fa-regular fa-magnifying-glass\"></i></button>",
      "<button type=\"button\" class=\"button button--reset hero__pause js-Pause\"> <i class=\"fa-sharp fa-solid fa-pause\"></i> </button>"
    ],
    "missingAutocompleteInputs": [
      "<input type=\"text\" role=\"searchbox\" name=\"search\" data-dtm=\"search\" id=\"search-keyword\" placeholder=\"Search\" onkeydown=\"if (event.keyCode == &apos;13&apos;) {&#x24;(&apos;.js-search-button stat-icon-link&apos;).trigger(&apos;click&apos;); }\" class=\"search__input js-search-input stat-input-field\">"
    ],
    "imagesMissingAlt": [
      "<img src=\"/content/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells/jcr:content/image.img.jpg/1764614500750.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">",
      "<img src=\"/content/Pages/topic/us/en/2025/oct/1010-GM-unveils-logo-Hudsons-Detroit-building/jcr:content/image.img.jpg/1763598406260.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">",
      "<img src=\"/content/Pages/news/us/en/2025/oct/1009-2027-Chevrolet-Bolt/jcr:content/image.img.jpg/1778249231760.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">",
      "<img src=\"/etc/designs/gbs/components/footer/view/gmcom/v4/img/ad-choices-icon.png\" style=\"width: 15px; height: 15px; border: 0px !important; display: inline !important; vertical-align: inherit !important; padding-right: 5px !important;\">",
      "<img src=\"https://s.amazon-adsystem.com/iu3?pid=c3b33cb9-13c4-479a-bdb0-d75404ed77c1&amp;event=PageView\" width=\"1\" height=\"1\" border=\"0\">",
      "<img height=\"1\" width=\"1\" style=\"display:none\" src=\"https://www.facebook.com/tr?id=1374279196218583&amp;ev=PageView&amp;noscript=1\">"
    ],
    "skippedHeadingLevels": [
      "h5: View the full breadth of our portfolio",
      "h1: General Motors — The one for every drive",
      "h2: Amazing vehicles make headlines",
      "h4: GM wins Fast Company “Next Big Thing in Tech” award for LMR battery cells...",
      "h4: GM unveils logo on new Hudson’s Detroit building...",
      "h4: It’s back: Introducing the 2027 Chevrolet Bolt...",
      "h2: It’s the one that’s right for you.",
      "h2: We make it. You love to drive it.",
      "h4: Chevrolet",
      "h4: Buick",
      "h4: GMC",
      "h4: Cadillac",
      "h2: Become a GM Rewards Cardmember",
      "h2: Engineered for today and tomorrow",
      "h2: Bring your drive",
      "h2: Iconic apparel from the brands you love to drive",
      "h4: Shop",
      "h4: Owners",
      "h4: Finance",
      "h4: Partners",
      "h4: Legal"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 21,
    "links": 141,
    "inaccessibleLinks": 2,
    "buttons": 29,
    "inaccessibleButtons": 2,
    "images": 35,
    "imagesWithAlt": 29,
    "autocompleteInputs": 1,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 1
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

Fetch to find resource
WebMCP manifest was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

25 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

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

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

Evidence

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

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

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

Validation steps

Fetch to find resource
A2A Agent Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

Fetch to find resource
Agent Skills index was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

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

Validation steps

Fetch to find resource
agent.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

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

Validation steps

Fetch to find resource
agents.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning

Issue

Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.

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

25/100

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": "Tue, 09 Jun 2026 23:51:15 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.

Result

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

Validation steps

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.gm.com",
        "probes": [
          {
            "name": "_index._agents.www.gm.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.gm.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.gm.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "gm.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."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Validate resource body".

13 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt response did not match the expected shape. content too short (4/80 chars minimum); no links found.

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

50/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Validate resource body".

Validation steps

Validate resource body
llms.txt response did not match the expected shape. content too short (4/80 chars minimum); no links found.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/llms.txt",
        "statusCode": 200,
        "contentType": "text/plain"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "llms.txt response did not match the expected shape. content too short (4/80 chars minimum); no links found.",
        "compatibleContentType": true,
        "hasTitle": true,
        "contentLength": 4,
        "linkCount": 0,
        "links": [],
        "rawExcerpt": "# test"
      },
      "issue": "llms.txt response did not match the expected shape. content too short (4/80 chars minimum); no links found.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="search"> is missing a label.
<input name="search"> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> 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": 1,
        "formsWithTags": 0,
        "totalInteractive": 179,
        "interactiveWithTags": 0,
        "totalCount": 180,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"search\"> is missing a label.",
          "<input name=\"search\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> 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": 20,
        "issues": [
          "<input name=\"search\"> is missing a label.",
          "<input name=\"search\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"search\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"search\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> 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": 1,
        "formsWithTags": 0,
        "totalInteractive": 179,
        "interactiveWithTags": 0,
        "totalCount": 180,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"search\"> is missing a label.",
          "<input name=\"search\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> 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": 1,
    "formsWithTags": 0,
    "totalInteractive": 179,
    "interactiveWithTags": 0,
    "totalCount": 180,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"search\"> is missing a label.",
      "<input name=\"search\"> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

9 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/about-us",
      "text": "About us",
      "html": "<a data-dtm=\"global nav\" href=\"/company/about-us\" class=\"item stat-text-link\">About us</a>"
    },
    {
      "href": "/company/us-operations",
      "text": "U.S. Operations",
      "html": "<a data-dtm=\"global nav\" href=\"/company/us-operations\" class=\"item stat-text-link\">U.S. Operations</a>"
    },
    {
      "href": "/company/leadership",
      "text": "Leadership",
      "html": "<a data-dtm=\"global nav\" href=\"/company/leadership\" class=\"item stat-text-link\">Leadership</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/?evar25=gm_com_nav",
      "text": "GM Apparel & Lifestyle",
      "html": "<a data-dtm=\"global nav\" href=\"https://www.gmcompanystore.com/?evar25=gm_com_nav\" target=\"_blank\" class=\"item stat-text-link\">GM Apparel &amp; Lifestyle</a>"
    },
    {
      "href": "https://www.gm.com/company/about-us",
      "text": "Discover GM",
      "html": "<a href=\"https://www.gm.com/company/about-us\" class=\"button button--secondary stat-button-link\" data-dtm=\"masthead\">Discover GM</a>"
    },
    {
      "href": "https://news.gm.com/home.detail.html/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells.html",
      "text": "GM wins Fast Company “Next Big Thing in Tech” award for LMR battery cells...",
      "html": "<a href=\"https://news.gm.com/home.detail.html/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells.html\" data-dtm=\"headlines\" target=\"_blank\" class=\"mol-item__link stat-image-link\"><div class=\"mol-item__wrap\"><div class=\"mol-item__image gradient--v4\"><img src=\"/content/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells/jcr:content/image.img.jpg/1764614500750.jpg\" data-dtm=\"headlines\" class=\"mol-item__fil..."
    },
    {
      "href": "https://www.chevrolet.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_1\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Chevrolet.jpg\", imageTitle: \"Card_Chevrolet\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_1\\/channelbox\\/par\\/image_470919324\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/chevy-white-logo.png\", imageTitle: \"chevy\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); Start your adventure Chevrolet Built for strength and dependability, Chevrolet is the perfect partner for all of your everyday adventures.",
      "html": "<a href=\"https://www.chevrolet.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_content/p..."
    },
    {
      "href": "https://www.buick.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_2\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Buick.jpg\", imageTitle: \"Card_Buick\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_2\\/channelbox\\/par\\/image_1263421753\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/buick-white-logo.png\", imageTitle: \"buick\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); BE EXCEPTIONAL Buick Exceptional by design, Buick delivers luxury into your daily life — because every drive is worth celebrating.",
      "html": "<a href=\"https://www.buick.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 stat-image-link gradient gradient--v3\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_content/par/c..."
    },
    {
      "href": "https://www.gmc.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_1\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_GMC.jpg\", imageTitle: \"Card_GMC\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_1\\/channelbox\\/par\\/image_1586375302\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/gmc-white-logo.png\", imageTitle: \"gmc\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); Conquer the journey GMC Rugged and refined, GMC puts you in command with professional grade capability and next-level craftsmanship.",
      "html": "<a href=\"https://www.gmc.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_conte..."
    },
    {
      "href": "https://www.cadillac.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_2\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Cadillac.jpg\", imageTitle: \"Card_Cadillac\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_2\\/channelbox\\/par\\/image_1018179945\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/cadillac-white-logo.png\", imageTitle: \"cadillac\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); REIMAGINE WHAT’S POSSIBLE Cadillac Bold, beautiful, and always intriguing, Cadillac sets the standard for style with effortlessly sophisticated features.",
      "html": "<a href=\"https://www.cadillac.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_..."
    },
    {
      "href": "https://www.gmcompanystore.com/?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Shop now",
      "html": "<a href=\"https://www.gmcompanystore.com/?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" target=\"_blank\" class=\"button button--secondary custom-m-r stat-button-link\" data-dtm=\"iconic apparel\" style=\"--m-r:18px\">Shop now</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/gm-bomber-jacket?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GM Collegiate Bomber Jacket",
      "html": "<a href=\"https://www.gmcompanystore.com/products/gm-bomber-jacket?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GM Collegiate Bomber Jacket</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/buick-lite-trail-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Buick Richardson Lite Trail Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/buick-lite-trail-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Buick Richardson Lite Trail Cap</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/chevy-trucks-carhartt-shoreline-jacket?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Chevy Trucks Carhartt Shoreline Jacket",
      "html": "<a href=\"https://www.gmcompanystore.com/products/chevy-trucks-carhartt-shoreline-jacket?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Chevy Trucks Carhartt Shoreline Jacket</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/two-tone-value-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GMC Two Tone Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/two-tone-value-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GMC Two Tone Cap</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/cadillac-coffee-mug?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Cadillac Coffee Mug",
      "html": "<a href=\"https://www.gmcompanystore.com/products/cadillac-coffee-mug?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Cadillac Coffee Mug</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/gm-access-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GM Five-Panel Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/gm-access-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GM Five-Panel Cap</a>"
    },
    {
      "href": "https://www.linkedin.com/company/general-motors/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/general-motors/\" target=\"_blank\" title=\"LinkedIn\" alt=\"LinkedIn\" data-dtm=\"footer\" class=\"stat-icon-link\"><i class=\"fa-brands fa-linkedin-in\"></i></a>"
    },
    {
      "href": "https://www.gmcompanystore.com/?evar25=gm_com_footer",
      "text": "GM Apparel & Lifestyle",
      "html": "<a href=\"https://www.gmcompanystore.com/?evar25=gm_com_footer\" target=\"_blank\" data-dtm=\"footer:shop\" class=\"stat-text-link\">GM Apparel &amp; Lifestyle</a>"
    },
    {
      "href": "https://www.gm.com/company/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.gm.com/company/contact-us\" data-dtm=\"footer\" class=\"stat-text-link\">Contact Us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.gm.com/company/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.gm.com/company/contact-us\" data-dtm=\"footer\" class=\"stat-text-link\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.gm.com/privacy-statement",
      "text": "Privacy Statement",
      "html": "<a href=\"https://www.gm.com/privacy-statement\" data-dtm=\"footer:legal\" class=\"stat-text-link\">Privacy Statement</a>"
    },
    {
      "href": "https://www.gm.com/privacy-statement#Retention",
      "text": "Retention Schedule",
      "html": "<a href=\"https://www.gm.com/privacy-statement#Retention\" data-dtm=\"footer:legal\" class=\"stat-text-link\">Retention Schedule</a>"
    },
    {
      "href": "https://www.gm.com/consumer-privacy",
      "text": "Your Privacy Choices & Opt-Out Rights",
      "html": "<a href=\"https://www.gm.com/consumer-privacy\" data-dtm=\"footer:legal\" class=\"stat-text-link\"><img src=\"/etc/designs/gbs/components/footer/view/gmcom/v4/img/privacyoptions.png\" alt=\"Your Privacy Choices &amp; Opt-Out Rights logo\" class=\"privacy\">Your Privacy Choices &amp; Opt-Out Rights</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/about-us",
      "text": "About us",
      "html": "<a data-dtm=\"global nav\" href=\"/company/about-us\" class=\"item stat-text-link\">About us</a>"
    },
    {
      "href": "/company/us-operations",
      "text": "U.S. Operations",
      "html": "<a data-dtm=\"global nav\" href=\"/company/us-operations\" class=\"item stat-text-link\">U.S. Operations</a>"
    },
    {
      "href": "/company/leadership",
      "text": "Leadership",
      "html": "<a data-dtm=\"global nav\" href=\"/company/leadership\" class=\"item stat-text-link\">Leadership</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/?evar25=gm_com_nav",
      "text": "GM Apparel & Lifestyle",
      "html": "<a data-dtm=\"global nav\" href=\"https://www.gmcompanystore.com/?evar25=gm_com_nav\" target=\"_blank\" class=\"item stat-text-link\">GM Apparel &amp; Lifestyle</a>"
    },
    {
      "href": "https://www.gm.com/company/about-us",
      "text": "Discover GM",
      "html": "<a href=\"https://www.gm.com/company/about-us\" class=\"button button--secondary stat-button-link\" data-dtm=\"masthead\">Discover GM</a>"
    },
    {
      "href": "https://news.gm.com/home.detail.html/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells.html",
      "text": "GM wins Fast Company “Next Big Thing in Tech” award for LMR battery cells...",
      "html": "<a href=\"https://news.gm.com/home.detail.html/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells.html\" data-dtm=\"headlines\" target=\"_blank\" class=\"mol-item__link stat-image-link\"><div class=\"mol-item__wrap\"><div class=\"mol-item__image gradient--v4\"><img src=\"/content/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells/jcr:content/image.img.jpg/1764614500750.jpg\" data-dtm=\"headlines\" class=\"mol-item__fil..."
    },
    {
      "href": "https://www.chevrolet.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_1\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Chevrolet.jpg\", imageTitle: \"Card_Chevrolet\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_1\\/channelbox\\/par\\/image_470919324\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/chevy-white-logo.png\", imageTitle: \"chevy\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); Start your adventure Chevrolet Built for strength and dependability, Chevrolet is the perfect partner for all of your everyday adventures.",
      "html": "<a href=\"https://www.chevrolet.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_content/p..."
    },
    {
      "href": "https://www.buick.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_2\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Buick.jpg\", imageTitle: \"Card_Buick\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown\\/par_2\\/channelbox\\/par\\/image_1263421753\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/buick-white-logo.png\", imageTitle: \"buick\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); BE EXCEPTIONAL Buick Exceptional by design, Buick delivers luxury into your daily life — because every drive is worth celebrating.",
      "html": "<a href=\"https://www.buick.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 stat-image-link gradient gradient--v3\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_content/par/c..."
    },
    {
      "href": "https://www.gmc.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_1\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_GMC.jpg\", imageTitle: \"Card_GMC\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_1\\/channelbox\\/par\\/image_1586375302\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/gmc-white-logo.png\", imageTitle: \"gmc\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); Conquer the journey GMC Rugged and refined, GMC puts you in command with professional grade capability and next-level craftsmanship.",
      "html": "<a href=\"https://www.gmc.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_conte..."
    },
    {
      "href": "https://www.cadillac.com/?evar25=gm_com_we-make-it",
      "text": "(function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_2\\/channelbox\\/par\\/image\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/Card_Cadillac.jpg\", imageTitle: \"Card_Cadillac\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); (function() { var imageDiv = document.getElementById(\"cq\\u002Dimage\\u002Djsp\\u002D\\/content\\/public\\/us\\/en\\/gm\\/home\\/jcr:content\\/par\\/channelbox_235465903\\/par\\/rown_114978880\\/par_2\\/channelbox\\/par\\/image_1018179945\"); var imageEvars = '{ imageLink: \"\", imageAsset: \"/content/dam/company/img/us/en/gmcom/v4/logos/cadillac-white-logo.png\", imageTitle: \"cadillac\\u002Dwhite\\u002Dlogo\" }'; var tagNodes = imageDiv.getElementsByTagName('A'); for (var i = 0; i < tagNodes.length; i++) { var link = tagNodes.item(i); link.setAttribute('onclick', 'CQ_Analytics.record({event: \"imageClick\", values: ' + imageEvars + ', collect: false, options: { obj: this }, componentPath: \"foundation\\/components\\/image\"})'); } })(); REIMAGINE WHAT’S POSSIBLE Cadillac Bold, beautiful, and always intriguing, Cadillac sets the standard for style with effortlessly sophisticated features.",
      "html": "<a href=\"https://www.cadillac.com/?evar25=gm_com_we-make-it\" target=\"_blank\" data-dtm=\"we make it\" data-equalizer-watch class=\"card card--logo card--link gray-section image-ratio image-ratio--3-2 gradient gradient--v3 stat-image-link\" style=\"height: 419px;\"> <div class=\"parsys\"><div class=\"image parbase section\"> <div id=\"cq-image-jsp-/content/public/us/en/gm/home/jcr:content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image\"> <img src=\"/content/public/us/en/gm/home/_jcr_..."
    },
    {
      "href": "https://www.gmcompanystore.com/?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Shop now",
      "html": "<a href=\"https://www.gmcompanystore.com/?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" target=\"_blank\" class=\"button button--secondary custom-m-r stat-button-link\" data-dtm=\"iconic apparel\" style=\"--m-r:18px\">Shop now</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/gm-bomber-jacket?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GM Collegiate Bomber Jacket",
      "html": "<a href=\"https://www.gmcompanystore.com/products/gm-bomber-jacket?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GM Collegiate Bomber Jacket</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/buick-lite-trail-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Buick Richardson Lite Trail Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/buick-lite-trail-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Buick Richardson Lite Trail Cap</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/chevy-trucks-carhartt-shoreline-jacket?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Chevy Trucks Carhartt Shoreline Jacket",
      "html": "<a href=\"https://www.gmcompanystore.com/products/chevy-trucks-carhartt-shoreline-jacket?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Chevy Trucks Carhartt Shoreline Jacket</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/two-tone-value-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GMC Two Tone Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/two-tone-value-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GMC Two Tone Cap</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/cadillac-coffee-mug?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "Cadillac Coffee Mug",
      "html": "<a href=\"https://www.gmcompanystore.com/products/cadillac-coffee-mug?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">Cadillac Coffee Mug</a>"
    },
    {
      "href": "https://www.gmcompanystore.com/products/gm-access-cap?utm_source=gmcom&utm_medium=homepage&utm_campaign=merchmodule",
      "text": "GM Five-Panel Cap",
      "html": "<a href=\"https://www.gmcompanystore.com/products/gm-access-cap?utm_source=gmcom&amp;utm_medium=homepage&amp;utm_campaign=merchmodule\" class=\"stat-text-link\" data-dtm=\"iconic apparel\" target=\"_blank\">GM Five-Panel Cap</a>"
    },
    {
      "href": "https://www.linkedin.com/company/general-motors/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/general-motors/\" target=\"_blank\" title=\"LinkedIn\" alt=\"LinkedIn\" data-dtm=\"footer\" class=\"stat-icon-link\"><i class=\"fa-brands fa-linkedin-in\"></i></a>"
    },
    {
      "href": "https://www.gmcompanystore.com/?evar25=gm_com_footer",
      "text": "GM Apparel & Lifestyle",
      "html": "<a href=\"https://www.gmcompanystore.com/?evar25=gm_com_footer\" target=\"_blank\" data-dtm=\"footer:shop\" class=\"stat-text-link\">GM Apparel &amp; Lifestyle</a>"
    },
    {
      "href": "https://www.gm.com/company/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.gm.com/company/contact-us\" data-dtm=\"footer\" class=\"stat-text-link\">Contact Us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.gm.com/company/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.gm.com/company/contact-us\" data-dtm=\"footer\" class=\"stat-text-link\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.gm.com/privacy-statement",
      "text": "Privacy Statement",
      "html": "<a href=\"https://www.gm.com/privacy-statement\" data-dtm=\"footer:legal\" class=\"stat-text-link\">Privacy Statement</a>"
    },
    {
      "href": "https://www.gm.com/privacy-statement#Retention",
      "text": "Retention Schedule",
      "html": "<a href=\"https://www.gm.com/privacy-statement#Retention\" data-dtm=\"footer:legal\" class=\"stat-text-link\">Retention Schedule</a>"
    },
    {
      "href": "https://www.gm.com/consumer-privacy",
      "text": "Your Privacy Choices & Opt-Out Rights",
      "html": "<a href=\"https://www.gm.com/consumer-privacy\" data-dtm=\"footer:legal\" class=\"stat-text-link\"><img src=\"/etc/designs/gbs/components/footer/view/gmcom/v4/img/privacyoptions.png\" alt=\"Your Privacy Choices &amp; Opt-Out Rights logo\" class=\"privacy\">Your Privacy Choices &amp; Opt-Out Rights</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 79/100 and needs improvement.

4 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: general, motors, iconic, vehicles, one.

Details

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

79/100

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 79/100 and needs improvement.

Evidence

{
  "title": "General Motors: Iconic Vehicles for Every Drive",
  "h1": "General Motors — The one for every drive",
  "description": "GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.",
  "topicOverlap": 0.2857142857142857,
  "topicTerms": [
    "general",
    "motors",
    "iconic",
    "vehicles",
    "every",
    "drive",
    "one"
  ],
  "descriptionTerms": [
    "home",
    "chevrolet",
    "buick",
    "gmc",
    "cadillac",
    "has",
    "been",
    "leading",
    "auto",
    "industry",
    "over",
    "century",
    "see",
    "create",
    "vehicle",
    "every",
    "drive"
  ],
  "missingFromDescription": [
    "general",
    "motors",
    "iconic",
    "vehicles",
    "one"
  ],
  "score": 79,
  "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

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 7,
  "passing": 0,
  "failing": [
    {
      "heading": "Amazing vehicles make headlines",
      "headingHtml": "<h2 style=\"text-align: center; margin-bottom:0;\">Amazing vehicles make headlines</h2>",
      "firstParagraph": "Read more on GM News",
      "paragraphHtml": "<p style=\"text-align:center;\"><a href=\"https://news.gm.com/home.html\" class=\"button stat-button-link\" target=\"_blank\" data-dtm=\"headlines\">Read more on GM News</a></p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "It’s the one that’s right for you.",
      "headingHtml": "<h2 style=\"text-align: center;\">It&#x2019;s the one that&#x2019;s right for you.</h2>",
      "firstParagraph": "2025 CHEVROLET CORVETTE STINGRAY",
      "paragraphHtml": "<p class=\"brow\"><a href=\"https://www.chevrolet.com/performance/corvette?evar25=gm_com_homepage\" class=\"stat-text-link\" data-dtm=\"right for you\" target=\"_blank\"><strong>2025 CHEVROLET CORVETTE STINGRAY</strong></a></p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "We make it. You love to drive it.",
      "headingHtml": "<h2 style=\"text-align: center;\">We make it. You love to drive it.</h2>",
      "firstParagraph": "We have an obsession with performance, and a feel for the road we’ve fine-tuned for over a century. It’s how we deliver iconic vehicles across our family of brands — including the one for you.",
      "paragraphHtml": "<p style=\"text-align: center;\">We have an obsession with performance, and a feel for the road we&#x2019;ve fine-tuned for over a century. It&#x2019;s how we deliver iconic vehicles across our family of brands &#x2014; including the one for you.</p>",
      "words": 36,
      "direct": false,
      "issue": "First paragraph is 36 words and does not look like a concise direct answer."
    },
    {
      "heading": "Become a GM Rewards Cardmember",
      "headingHtml": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\"><b>Become a GM Rewards Cardmember</b></h2>",
      "firstParagraph": "Earn 30,000 bonus points after spending $1,000 on your GM Rewards™ Mastercard® from Barclays in the first 90 days of account opening. Terms apply.",
      "paragraphHtml": "<p class=\"custom-m-b\" style=\"--m-b: 24px\">Earn 30,000 bonus points after spending &#x24;1,000 on your GM Rewards<sup>&#x2122;</sup> Mastercard<sup>&#xae;</sup> from Barclays in the first 90 days of account opening. Terms apply.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "Engineered for today and tomorrow",
      "headingHtml": "<h2 class=\"underline callout\"><span></span><span>Engineered for today and tomorrow</span></h2>",
      "firstParagraph": "A car should be built to go the distance with you. It’s why we design every new feature and technology to make your drive safe, easier, and more enjoyable for years to come.",
      "paragraphHtml": "<p>A car should be built to go the distance with you. It&#x2019;s why we design every new feature and technology to make your drive safe, easier, and more enjoyable for years to come.</p>",
      "words": 34,
      "direct": false,
      "issue": "First paragraph is 34 words and does not look like a concise direct answer."
    },
    {
      "heading": "Bring your drive",
      "headingHtml": "<h2 class=\"underline callout responsive--headline\"><span></span><span>Bring your drive</span></h2>",
      "firstParagraph": "Join us in crafting the innovations that move and connect people to what matters",
      "paragraphHtml": "<p class=\"custom-p-t mobile-move-below\" style=\"--p-t:24px;\">Join us in crafting the innovations that move and connect people to what matters</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Iconic apparel from the brands you love to drive",
      "headingHtml": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\">Iconic apparel from the brands you love to drive</h2>",
      "firstParagraph": "Whether it’s everyday apparel, elevated outerwear, or must-have collectibles, find the perfect way to celebrate your love of GM, Chevrolet, Cadillac, GMC, Buick and beyond through the GM Company Store.",
      "paragraphHtml": "<p class=\"custom-m-b\" style=\"--m-b: 24px\">Whether it&#x2019;s everyday apparel, elevated outerwear, or must-have collectibles, find the perfect way to celebrate your love of GM, Chevrolet, Cadillac, GMC, Buick and beyond through the GM Company Store.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

3 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

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

Details

Why it matters

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": 5,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 44,
      "heading": "H2: Iconic apparel from the brands you love to drive",
      "text": "General Motors (GM) is one of the world's leading automotive manufacturers with iconic vehicle brands like Chevrolet, Buick, GMC, and Cadillac. We’ve been shaping the future of driving since 1908: building trusted vehicles, pioneering technologies, and delivering innovation at scale. With our unmatched breadth and expanding portfolio, we’re creating the one for every drive and working toward a future with zero cra...",
      "words": 70,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (70 words; target 80-220)."
      ],
      "html": "<p>General Motors (GM) is one of the world&apos;s leading automotive manufacturers with iconic vehicle brands like <a class=\"stat-text-link\" data-dtm=\"learn more:general motors known\" href=\"https://www.chevrolet.com/?evar25=gm_com_faq\" target=\"_blank\">Chevrolet</a>, <a href=\"https://www.buick.com/?evar25=gm_com_faq\" target=\"_blank\">Buick</a>, <a class=\"stat-text-link\" data-dtm=\"learn more:general motors known\" href=\"https://www.gmc.com/?evar25=gm_com_faq\" target=\"_blank\">GMC</a>, and&#xa0;<a..."
    },
    {
      "index": 45,
      "heading": "H2: Iconic apparel from the brands you love to drive",
      "text": "A GM vehicle isn’t just a car—it’s the one that’s right for you. With over a century of design and engineering excellence, GM creates vehicles that fit real lives and real journeys. Our vehicles combine groundbreaking innovation with intuitive features to deliver unmatched safety and enduring quality. It’s not just built to drive; it’s built for excellence.",
      "words": 63,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (63 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>A GM vehicle isn&#x2019;t just a car&#x2014;it&#x2019;s the one that&#x2019;s right for you. With over a century of design and engineering excellence, GM creates vehicles that fit real lives and real journeys. Our vehicles combine groundbreaking innovation with intuitive features to deliver unmatched safety and enduring quality. It&#x2019;s not just built to drive; it&#x2019;s built for excellence.</p>"
    },
    {
      "index": 46,
      "heading": "H2: Iconic apparel from the brands you love to drive",
      "text": "General Motors (GM) was founded on September 16, 1908, in Flint, Michigan by William Durant. GM has a rich heritage and has been shaping the automotive industry with transformative innovations for over a century. Grounded in Alfred Sloan’s vision of creating “a car for every purse and purpose,” GM continues to enable choice for consumers with a broad range of vehicles for every journey.",
      "words": 65,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (65 words; target 80-220)."
      ],
      "html": "<p>General Motors (GM) was founded on September 16, 1908, in Flint, Michigan by <a class=\"stat-text-link\" data-dtm=\"learn more:general motors founded\" href=\"https://www.gm.com/heritage/durant\">William Durant</a>. GM has a <a class=\"stat-text-link\" data-dtm=\"learn more:general motors founded\" href=\"https://www.gm.com/heritage\">rich heritage</a> and has been shaping the automotive industry with transformative innovations for over a century. Grounded in Alfred Sloan&#x2019;s vision of creating &..."
    },
    {
      "index": 47,
      "heading": "H2: Iconic apparel from the brands you love to drive",
      "text": "GM makes vehicles across four brands — Chevrolet, Buick, GMC, and Cadillac. GM’s portfolio includes retail vehicles for people’s everyday lives, commercial vehicles to support businesses, and performance vehicles for winning on the race track. GM offers electric vehicles (EV), internal combustion engines (ICE), and advanced driver assistance systems (ADAS).",
      "words": 51,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (51 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>GM makes vehicles across four brands &#x2014; <a class=\"stat-text-link\" data-dtm=\"learn more:general motors make\" href=\"https://www.chevrolet.com/?evar25=gm_com_faq\" target=\"_blank\">Chevrolet</a>, <a href=\"https://www.buick.com/?evar25=gm_com_faq\">Buick</a>, <a class=\"stat-text-link\" data-dtm=\"learn more:general motors make\" href=\"https://www.gmc.com/?evar25=gm_com_faq\" target=\"_blank\">GMC</a>, and&#xa0;<a class=\"stat-text-link\" data-dtm=\"learn more:general motors make\" href=\"https://www.c..."
    },
    {
      "index": 49,
      "heading": "H2: Iconic apparel from the brands you love to drive",
      "text": "GM’s culture is inclusive, collaborative, and driven by purpose. With 20+ teams across design, engineering, software and more, our employees are shaping the innovations that move people and connect them to what matters most. We’re building a future with zero crashes, zero tailpipe emissions, and zero congestion —and we need bold thinkers to help get us there. If you’re ready to make a real impact, explore careers...",
      "words": 72,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (72 words; target 80-220)."
      ],
      "html": "<p>GM&#x2019;s culture is inclusive, collaborative, and driven by purpose. With 20+ teams across design, engineering, software and more, our employees are shaping the innovations that move people and connect them to what matters most. We&#x2019;re building a future with <a class=\"stat-text-link\" data-dtm=\"learn more:work at general motors\" href=\"https://www.gm.com/impact/driving-big-change\">zero crashes, zero tailpipe emissions, and zero congestion</a> &#x2014;and we need bold thinkers to hel..."
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

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": 7,
  "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

Needs attention

AIO: Page experience for AIO

Warning

Issue

32 image(s) are missing width/height attributes. 24 possible modal/interstitial element(s) detected.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Page experience for AIO scored 70/100 and needs improvement.

Evidence

{
  "viewportContent": "initial-scale=1, minimum-scale=1",
  "visibleWords": 1252,
  "htmlBytes": 286781,
  "imagesMissingDimensions": [
    {
      "src": "https://cf-images.us-east-1.prod.boltdns.net/v1/static/5819061474001/c4214740-8078-4f47-8364-6c5a4365995a/65abebe0-1b45-4f31-a0ea-1b055379c155/1280x720/match/image.jpg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" alt src=\"https://cf-images.us-east-1.prod.boltdns.net/v1/static/5819061474001/c4214740-8078-4f47-8364-6c5a4365995a/65abebe0-1b45-4f31-a0ea-1b055379c155/1280x720/match/image.jpg\">"
    },
    {
      "src": "/content/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells/jcr:content/image.img.jpg/1764614500750.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/Pages/topic/us/en/2025/oct/1014-GM-wins-Fast-Company-Next-Big-Thing-Tech-award-LMR-battery-cells/jcr:content/image.img.jpg/1764614500750.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">"
    },
    {
      "src": "/content/Pages/topic/us/en/2025/oct/1010-GM-unveils-logo-Hudsons-Detroit-building/jcr:content/image.img.jpg/1763598406260.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/Pages/topic/us/en/2025/oct/1010-GM-unveils-logo-Hudsons-Detroit-building/jcr:content/image.img.jpg/1763598406260.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">"
    },
    {
      "src": "/content/Pages/news/us/en/2025/oct/1009-2027-Chevrolet-Bolt/jcr:content/image.img.jpg/1778249231760.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/Pages/news/us/en/2025/oct/1009-2027-Chevrolet-Bolt/jcr:content/image.img.jpg/1778249231760.jpg\" data-dtm=\"headlines\" class=\"mol-item__file stat-image-link\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-corvette.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-800\" class=\"vehicle\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-corvette.png\" alt=\"Top view of an orange Chevrolet Corvette Stingray sports car with visible engine and aerodynamic design\" style=\"transform: translate3d(0px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-100\" class=\"whitebar\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif\" alt=\"white bar\" style=\"transform: translate3d(0px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-enclave.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-800\" class=\"vehicle\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-enclave.png\" alt=\"Front three-quarter view of the Ocean Blue Metallic 2025 Buick Enclave with LED lights and mesh grille.\" style=\"transform: translate3d(800px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-100\" class=\"whitebar\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif\" alt=\"white bar\" style=\"transform: translate3d(100px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-canyon.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-800\" class=\"vehicle\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-canyon.png\" alt=\"Three-quarter view of the Onyx Black 2025 GMC Canyon AT4 midsize pickup in showing open bed and rugged off-road stance.\" style=\"transform: translate3d(800px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-100\" class=\"whitebar\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif\" alt=\"white bar\" style=\"transform: translate3d(100px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-escalade-iq.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-800\" class=\"vehicle\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/vehicle-escalade-iq.png\" alt=\"Front view of 2025 Cadillac Escalade IQ in Celestial Blue, front view showing illuminated grille and vertical LED headlamps.\" style=\"transform: translate3d(800px, 0px, 0px);\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img data-swiper-parallax=\"-100\" class=\"whitebar\" src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/vehicle-carousel/whitebar.gif\" alt=\"white bar\" style=\"transform: translate3d(100px, 0px, 0px);\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image.img.jpg/Card_Chevrolet.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image.img.jpg/Card_Chevrolet.jpg\" alt=\"Front view of 2025 Chevrolet Silverado ZR2 kicking up dust off-road at sunset with mountains in background.\" title=\"Card_Chevrolet\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image_470919324.img.png/chevy-white-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_1/channelbox/par/image_470919324.img.png/chevy-white-logo.png\" alt=\"Chevrolet logo\" title=\"chevy-white-logo\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image.img.jpg/Card_Buick.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image.img.jpg/Card_Buick.jpg\" alt=\"Sleek blue metallic 2025 Buick Envista driving on highway at night with palm trees and buildings in background.\" title=\"Card_Buick\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image_1263421753.img.png/buick-white-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown/par_2/channelbox/par/image_1263421753.img.png/buick-white-logo.png\" alt=\"Buick logo\" title=\"buick-white-logo\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image.img.jpg/Card_GMC.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image.img.jpg/Card_GMC.jpg\" alt=\"2026 GMC Sierra EV Denali at sunset, front three-quarter view in open landscape with signature LED lighting.\" title=\"Card_GMC\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image_1586375302.img.png/gmc-white-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_1/channelbox/par/image_1586375302.img.png/gmc-white-logo.png\" alt=\"GMC logo\" title=\"gmc-white-logo\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image.img.jpg/Card_Cadillac.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image.img.jpg/Card_Cadillac.jpg\" alt=\"Front view of 2025 Cadillac Escalade IQ at dusk with LED lights reflected in water, set in modern cityscape.\" title=\"Card_Cadillac\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image_1018179945.img.png/cadillac-white-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_235465903/par/rown_114978880/par_2/channelbox/par/image_1018179945.img.png/cadillac-white-logo.png\" alt=\"Cadillac logo\" title=\"cadillac-white-logo\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_1926069656/par/rown/par_1/channelbox/par/image.img.png/GM-rewards_desktop.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_1926069656/par/rown/par_1/channelbox/par/image.img.png/GM-rewards_desktop.png\" alt=\"White rewards card with GM and Mastercard logos, on a bright blue background.\" title=\"GM-rewards_desktop\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_37366572/par/rown/par_1/channelbox/par/image.img.jpg/Wheel.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_37366572/par/rown/par_1/channelbox/par/image.img.jpg/Wheel.jpg\" alt=\"Close-up of green 2025 Cadillac CT5-V wheel in motion on track, showing red Brembo brake calipers and V-Series badge.\" title=\"Wheel\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_37366572/par/rown/par_2/channelbox/par/image.img.jpg/Blur.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_37366572/par/rown/par_2/channelbox/par/image.img.jpg/Blur.jpg\" alt=\"Blurry view of trees passing by on the side of the road through the window of a moving vehicle\" title=\"Blur\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/public/us/en/gm/home/_jcr_content/par/channelbox_1842681463/par/rown/par_2/channelbox/par/image.img.jpg/Careers.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/public/us/en/gm/home/_jcr_content/par/channelbox_1842681463/par/rown/par_2/channelbox/par/image.img.jpg/Careers.jpg\" alt=\"Automotive designer sculpts clay model of a vehicle by hand. refining the vehicle&apos;s frame in an automotive design studio.\" title=\"Careers\" class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch1.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch1.jpg\" alt=\"Black Collegiate Bomber Jacket With General Motors Text on Chest. It Has Button-Up Front, Side Pickets, and Ribbed Cuffs\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch2.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch2.jpg\" alt=\"Gray Baseball Cap with Buick Logo, Curved Brim, and Visible Stitching\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch3.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch3.jpg\" alt=\"Black Hooded Jacket with Chevrolet Trucks and Carhartt Logos on Chest. Rugged, Outdoor-Ready Design and Multiple Zippers\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch4.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch4.jpg\" alt=\"Dark Blue Baseball Cap with Gray Brim and Black Cap. Red GMC logo on Front.\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch5.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch5.jpg\" alt=\"Black Ceramic Mug with Sleek Design and White Cadillac Logo on Front.\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch6.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/content/dam/company/img/us/en/gmcom/v4_webready/Homepage/merchandise/Merch6.jpg\" alt=\"Black Cap with White General Motors Logo on Front.\" title class=\"cq-dd-image\">"
    },
    {
      "src": "/etc/designs/gbs/components/footer/view/gmcom/v4/img/privacyoptions.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/etc/designs/gbs/components/footer/view/gmcom/v4/img/privacyoptions.png\" alt=\"Your Privacy Choices &amp; Opt-Out Rights logo\" class=\"privacy\">"
    },
    {
      "src": "/etc/designs/gbs/components/footer/view/gmcom/v4/img/ad-choices-icon.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/etc/designs/gbs/components/footer/view/gmcom/v4/img/ad-choices-icon.png\" style=\"width: 15px; height: 15px; border: 0px !important; display: inline !important; vertical-align: inherit !important; padding-right: 5px !important;\">"
    }
  ],
  "possibleDialogs": [
    "<div class=\"vjs-playback-rate vjs-menu-button vjs-menu-button-popup vjs-control vjs-button vjs-hidden\"><div class=\"vjs-playback-rate-value\" id=\"vjs-playback-rate-value-label-homepageHero_component_350\">1x</div><button class=\"vjs-playback-rate vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Playback Rate\" aria-haspopup=\"true\" aria-expanded=\"false\" aria-describedby=\"vjs-playback-rate-value-label-homepageHero_component_350\"><span class=\"vjs-icon-place...",
    "<button class=\"vjs-playback-rate vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Playback Rate\" aria-haspopup=\"true\" aria-expanded=\"false\" aria-describedby=\"vjs-playback-rate-value-label-homepageHero_component_350\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Playback Rate</span></button>",
    "<div class=\"vjs-chapters-button vjs-menu-button vjs-menu-button-popup vjs-control vjs-button vjs-hidden\"><button class=\"vjs-chapters-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Chapters\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Chapters</span></button><div class=\"vjs-menu\"><ul class=\"vjs-menu-content\"><li class=\"vjs-menu-title...",
    "<button class=\"vjs-chapters-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Chapters\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Chapters</span></button>",
    "<div class=\"vjs-descriptions-button vjs-menu-button vjs-menu-button-popup vjs-control vjs-button vjs-hidden\"><button class=\"vjs-descriptions-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Descriptions\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Descriptions</span></button><div class=\"vjs-menu\"><ul class=\"vjs-menu-content\"><li class...",
    "<button class=\"vjs-descriptions-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Descriptions\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Descriptions</span></button>",
    "<div class=\"vjs-subs-caps-button vjs-menu-button vjs-menu-button-popup vjs-control vjs-button vjs-hidden\"><button class=\"vjs-subs-caps-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Captions\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Captions</span></button><div class=\"vjs-menu\"><ul class=\"vjs-menu-content\"><li class=\"vjs-menu-ite...",
    "<button class=\"vjs-subs-caps-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Captions\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Captions</span></button>",
    "<div class=\"vjs-audio-button vjs-menu-button vjs-menu-button-popup vjs-control vjs-button vjs-hidden\"><button class=\"vjs-audio-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Audio Track\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Audio Track</span></button><div class=\"vjs-menu\"><ul class=\"vjs-menu-content\"><li class=\"vjs-menu-item...",
    "<button class=\"vjs-audio-button vjs-menu-button vjs-menu-button-popup vjs-button\" type=\"button\" aria-disabled=\"false\" title=\"Audio Track\" aria-haspopup=\"true\" aria-expanded=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Audio Track</span></button>",
    "<div class=\"vjs-error-display vjs-modal-dialog vjs-hidden \" tabindex=\"-1\" aria-describedby=\"homepageHero_component_554_description\" aria-hidden=\"true\" aria-label=\"Modal Window\" role=\"dialog\" aria-live=\"polite\"><p class=\"vjs-modal-dialog-description vjs-control-text\" id=\"homepageHero_component_554_description\">This is a modal window.</p><div class=\"vjs-modal-dialog-content\" role=\"document\"></div></div>",
    "<p class=\"vjs-modal-dialog-description vjs-control-text\" id=\"homepageHero_component_554_description\">This is a modal window.</p>",
    "<div class=\"vjs-modal-dialog-content\" role=\"document\"></div>",
    "<div class=\"vjs-modal-dialog vjs-hidden vjs-text-track-settings\" tabindex=\"-1\" aria-describedby=\"homepageHero_component_560_description\" aria-hidden=\"true\" aria-label=\"Caption Settings Dialog\" role=\"dialog\" aria-live=\"polite\"><p class=\"vjs-modal-dialog-description vjs-control-text\" id=\"homepageHero_component_560_description\">Beginning of dialog window. Escape will cancel and close the window.</p><div class=\"vjs-modal-dialog-content\" role=\"document\"><div class=\"vjs-track-settings-colors\"><fiel...",
    "<p class=\"vjs-modal-dialog-description vjs-control-text\" id=\"homepageHero_component_560_description\">Beginning of dialog window. Escape will cancel and close the window.</p>",
    "<div class=\"vjs-modal-dialog-content\" role=\"document\"><div class=\"vjs-track-settings-colors\"><fieldset class=\"vjs-fg vjs-track-setting\"><legend id=\"captions-text-legend-homepageHero_component_560\">Text</legend><span class=\"vjs-text-color\"><label id=\"captions-foreground-color-homepageHero_component_560\" class=\"vjs-label\" for=\"vjs_select_587\">Color</label><select id=\"vjs_select_587\" aria-labelledby=\"captions-text-legend-homepageHero_component_560 captions-foreground-color-homepageHero_component...",
    "<div class=\"vjs-player-info-modal vjs-modal-dialog vjs-hidden \" tabindex=\"-1\" aria-describedby=\"homepageHero_component_965_description\" aria-hidden=\"true\" aria-label=\"Player Information Dialog\" role=\"dialog\" aria-live=\"polite\"><button class=\"vjs-close-button vjs-control vjs-button\" type=\"button\" title=\"Close Modal Dialog\" aria-disabled=\"false\"><span class=\"vjs-icon-placeholder\" aria-hidden=\"true\"></span><span class=\"vjs-control-text\" aria-live=\"polite\">Close Modal Dialog</span></button><p cla...",
    "<p class=\"vjs-modal-dialog-description vjs-control-text\" id=\"homepageHero_component_965_description\">This is a modal window. This modal can be closed by pressing the Escape key or activating the close button.</p>",
    "<div class=\"vjs-modal-dialog-content\" role=\"document\"></div>",
    "<div id=\"defmodal\" data-reveal=\"gd7d2j-reveal\" role=\"dialog\" aria-labelledby=\"dialog-title\" aria-describedby=\"dialog1-desc\" class=\"reveal\" aria-hidden=\"true\" data-yeti-box=\"defmodal\" data-resize=\"defmodal\"><div class=\"modal-header\"><button data-close aria-label=\"Close Window\" type=\"button\" class=\"close-button\"><i class=\"fa-sharp fa-regular fa-xmark\"></i></button></div> <div class=\"global-sites__popup-body\"><div><div><h3 id=\"dialog-title\"></h3> <div id=\"dialog-desc\" class=\"def-container\"></div...",
    "<div class=\"modal-header\"><button data-close aria-label=\"Close Window\" type=\"button\" class=\"close-button\"><i class=\"fa-sharp fa-regular fa-xmark\"></i></button></div>",
    "<div class=\"global-sites__popup-body\"><div><div><h3 id=\"dialog-title\"></h3> <div id=\"dialog-desc\" class=\"def-container\"></div></div></div></div>",
    "<h3 id=\"dialog-title\"></h3>",
    "<div id=\"dialog-desc\" class=\"def-container\"></div>"
  ],
  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 7,
  "passing": 0,
  "failing": [
    {
      "heading": "Amazing vehicles make headlines",
      "headingHtml": "<h2 style=\"text-align: center; margin-bottom:0;\">Amazing vehicles make headlines</h2>",
      "firstParagraph": "Read more on GM News",
      "paragraphHtml": "<p style=\"text-align:center;\"><a href=\"https://news.gm.com/home.html\" class=\"button stat-button-link\" target=\"_blank\" data-dtm=\"headlines\">Read more on GM News</a></p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "It’s the one that’s right for you.",
      "headingHtml": "<h2 style=\"text-align: center;\">It&#x2019;s the one that&#x2019;s right for you.</h2>",
      "firstParagraph": "2025 CHEVROLET CORVETTE STINGRAY",
      "paragraphHtml": "<p class=\"brow\"><a href=\"https://www.chevrolet.com/performance/corvette?evar25=gm_com_homepage\" class=\"stat-text-link\" data-dtm=\"right for you\" target=\"_blank\"><strong>2025 CHEVROLET CORVETTE STINGRAY</strong></a></p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "We make it. You love to drive it.",
      "headingHtml": "<h2 style=\"text-align: center;\">We make it. You love to drive it.</h2>",
      "firstParagraph": "We have an obsession with performance, and a feel for the road we’ve fine-tuned for over a century. It’s how we deliver iconic vehicles across our family of brands — including the one for you.",
      "paragraphHtml": "<p style=\"text-align: center;\">We have an obsession with performance, and a feel for the road we&#x2019;ve fine-tuned for over a century. It&#x2019;s how we deliver iconic vehicles across our family of brands &#x2014; including the one for you.</p>",
      "words": 36,
      "direct": false,
      "issue": "First paragraph is 36 words and does not look like a concise direct answer."
    },
    {
      "heading": "Become a GM Rewards Cardmember",
      "headingHtml": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\"><b>Become a GM Rewards Cardmember</b></h2>",
      "firstParagraph": "Earn 30,000 bonus points after spending $1,000 on your GM Rewards™ Mastercard® from Barclays in the first 90 days of account opening. Terms apply.",
      "paragraphHtml": "<p class=\"custom-m-b\" style=\"--m-b: 24px\">Earn 30,000 bonus points after spending &#x24;1,000 on your GM Rewards<sup>&#x2122;</sup> Mastercard<sup>&#xae;</sup> from Barclays in the first 90 days of account opening. Terms apply.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "Engineered for today and tomorrow",
      "headingHtml": "<h2 class=\"underline callout\"><span></span><span>Engineered for today and tomorrow</span></h2>",
      "firstParagraph": "A car should be built to go the distance with you. It’s why we design every new feature and technology to make your drive safe, easier, and more enjoyable for years to come.",
      "paragraphHtml": "<p>A car should be built to go the distance with you. It&#x2019;s why we design every new feature and technology to make your drive safe, easier, and more enjoyable for years to come.</p>",
      "words": 34,
      "direct": false,
      "issue": "First paragraph is 34 words and does not look like a concise direct answer."
    },
    {
      "heading": "Bring your drive",
      "headingHtml": "<h2 class=\"underline callout responsive--headline\"><span></span><span>Bring your drive</span></h2>",
      "firstParagraph": "Join us in crafting the innovations that move and connect people to what matters",
      "paragraphHtml": "<p class=\"custom-p-t mobile-move-below\" style=\"--p-t:24px;\">Join us in crafting the innovations that move and connect people to what matters</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Iconic apparel from the brands you love to drive",
      "headingHtml": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\">Iconic apparel from the brands you love to drive</h2>",
      "firstParagraph": "Whether it’s everyday apparel, elevated outerwear, or must-have collectibles, find the perfect way to celebrate your love of GM, Chevrolet, Cadillac, GMC, Buick and beyond through the GM Company Store.",
      "paragraphHtml": "<p class=\"custom-m-b\" style=\"--m-b: 24px\">Whether it&#x2019;s everyday apparel, elevated outerwear, or must-have collectibles, find the perfect way to celebrate your love of GM, Chevrolet, Cadillac, GMC, Buick and beyond through the GM Company Store.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 82/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: general, motors, iconic, vehicles, one.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

82/100

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 82/100 and needs improvement.

Evidence

{
  "title": "General Motors: Iconic Vehicles for Every Drive",
  "h1": "General Motors — The one for every drive",
  "description": "GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.",
  "topicOverlap": 0.2857142857142857,
  "definitionCount": 6,
  "topicTerms": [
    "general",
    "motors",
    "iconic",
    "vehicles",
    "every",
    "drive",
    "one"
  ],
  "descriptionTerms": [
    "home",
    "chevrolet",
    "buick",
    "gmc",
    "cadillac",
    "has",
    "been",
    "leading",
    "auto",
    "industry",
    "over",
    "century",
    "see",
    "create",
    "vehicle",
    "every",
    "drive"
  ],
  "missingFromDescription": [
    "general",
    "motors",
    "iconic",
    "vehicles",
    "one"
  ],
  "score": 82,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence

{
  "headings": [
    {
      "text": "Amazing vehicles make headlines",
      "html": "<h2 style=\"text-align: center; margin-bottom:0;\">Amazing vehicles make headlines</h2>"
    },
    {
      "text": "It’s the one that’s right for you.",
      "html": "<h2 style=\"text-align: center;\">It&#x2019;s the one that&#x2019;s right for you.</h2>"
    },
    {
      "text": "We make it. You love to drive it.",
      "html": "<h2 style=\"text-align: center;\">We make it. You love to drive it.</h2>"
    },
    {
      "text": "Become a GM Rewards Cardmember",
      "html": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\"><b>Become a GM Rewards Cardmember</b></h2>"
    },
    {
      "text": "Engineered for today and tomorrow",
      "html": "<h2 class=\"underline callout\"><span></span><span>Engineered for today and tomorrow</span></h2>"
    },
    {
      "text": "Bring your drive",
      "html": "<h2 class=\"underline callout responsive--headline\"><span></span><span>Bring your drive</span></h2>"
    },
    {
      "text": "Iconic apparel from the brands you love to drive",
      "html": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\">Iconic apparel from the brands you love to drive</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does General Motors: Iconic Vehicles for Every Drive work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is General Motors: Iconic Vehicles for Every Drive free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does General Motors: Iconic Vehicles for Every Drive compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does General Motors: Iconic Vehicles for Every Drive work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is General Motors: Iconic Vehicles for Every Drive free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does General Motors: Iconic Vehicles for Every Drive compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Amazing vehicles make headlines",
      "html": "<h2 style=\"text-align: center; margin-bottom:0;\">Amazing vehicles make headlines</h2>"
    },
    {
      "text": "It’s the one that’s right for you.",
      "html": "<h2 style=\"text-align: center;\">It&#x2019;s the one that&#x2019;s right for you.</h2>"
    },
    {
      "text": "We make it. You love to drive it.",
      "html": "<h2 style=\"text-align: center;\">We make it. You love to drive it.</h2>"
    },
    {
      "text": "Become a GM Rewards Cardmember",
      "html": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\"><b>Become a GM Rewards Cardmember</b></h2>"
    },
    {
      "text": "Engineered for today and tomorrow",
      "html": "<h2 class=\"underline callout\"><span></span><span>Engineered for today and tomorrow</span></h2>"
    },
    {
      "text": "Bring your drive",
      "html": "<h2 class=\"underline callout responsive--headline\"><span></span><span>Bring your drive</span></h2>"
    },
    {
      "text": "Iconic apparel from the brands you love to drive",
      "html": "<h2 class=\"custom-m-b headline--1\" style=\"--m-b: 24px\">Iconic apparel from the brands you love to drive</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does General Motors: Iconic Vehicles for Every Drive work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is General Motors: Iconic Vehicles for Every Drive free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does General Motors: Iconic Vehicles for Every Drive compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does General Motors: Iconic Vehicles for Every Drive work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use General Motors: Iconic Vehicles for Every Drive?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is General Motors: Iconic Vehicles for Every Drive free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does General Motors: Iconic Vehicles for Every Drive compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=iso-8859-1" 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; missing credential type language.

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=iso-8859-1" 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; missing credential 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=iso-8859-1",
        "length": 380,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=iso-8859-1\" 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; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 367,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "//IETF//DTD",
            "//EN",
            "/title",
            "/head",
            "/h1",
            "/p",
            "/2.4.52",
            "/address",
            "/javascript",
            "/7BNeABbAvP/kr/ZTIy5V3N/EmVOrcYLOkLuwr/SAsPOw/WEgIW/x1qazsB"
          ],
          "rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//IETF//DTD HTML 2.0//EN\">\n<html><head>\n<title>404 Not Found</title>\n</head><body>\n<h1>Not Found</h1>\n<p>The requested URL was not found on this server.</p>\n<hr>\n<address>Apache/2.4.52 (Ubuntu) Server at www.gm.com Port 443</address>\n<script type=\"text/javascript\"  src=\"/7BNeABbAvP/kr/ZTIy5V3N/EmVOrcYLOkLuwr/SAsPOw/WEgIW/x1qazsB\"></script></body></html>\n"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=iso-8859-1\" 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; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 83558,
        "text": "<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"638\" >\n\t<meta property=\"og:url\" content=\"https://www.gm.com/public/us/en/gm/home/404.html\" >\n    <meta property=\"og:type\" content=\"website\" >\n    <meta property=\"og:title\" content=\"404 Page Not Found | General Motors\" >\n    <meta property=\"og:description\" content=\"404 Page. We could not find the page you were trying to locate.\" >\n\n    <script>\n        \n        document.documentElement.className+=' js';\n        \n        /*@cc_on(function(){var e=['abbr','article','aside','audio','canvas','details','figcaption','figure','footer','header','hgroup','mark','meter','nav','output','progress','section','summary','time','video'];for (var i = e.length; i-- > 0;) document.createElement(e[i]);})();@*/\n\t\tvar gnhdiag = gnhdiag || {};\n\t\tgnhdiag.server = '1b059';\n    </script>\n\t\n    <link href=\"/etc/designs/gbs.css\" rel=\"stylesheet\" type=\"text/css\"/>\n\n    \n    \n\n\t\n    \n\n   \n    \n\n\n\n\t\n    \n        <script src=\"/etc/designs/gbs/sites/gmcom/theme/js/digitalData-gmcom-na-en-v1.6.js\"></script>\n<script src=\"//assets.adobedtm.com/launch-EN33243e35ee9d49cd92c7c7ff6b01db16.min.js\"></script>\n\n<meta name=\"google-site-verification\" content=\"Lv1PQpgbyJvGxySwCRLGg_xb8c5NQNg09IwdQCf2Vgk\" />\n    \t\n\t\n\t\n\t<link rel=\"apple-touch-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n<link rel=\"apple-touch-icon\" sizes=\"16x16\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-16.png\">\n<link rel=\"apple-touch-icon\" sizes=\"32x32\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-32.png\">\n<link rel=\"apple-touch-icon\" sizes=\"120x120\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-120.png\">\n<link rel=\"apple-touch-icon\" sizes=\"152x152\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-152.png\">\n<link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-180.png\">\n<link rel=\"apple-touch-icon\" sizes=\"192x192\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n<link rel=\"mask-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/favicon.svg\" color=\"#000\">\n<link rel=\"icon\" type=\"image/x-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/favicon.ico\"/>\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-16.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-32.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"120x120\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-120.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"152x152\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-152.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"180x180\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-180.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n\t\n\t<style>\n.footer-top-wrapper h2, .footer-top-wrapper .social-icons__wrapper {\n    display: none;\n}\n.full-dark {\n    background-color: #11365f !important;\n    backgrou"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html",
          "length": 83558,
          "text": "<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"638\" >\n\t<meta property=\"og:url\" content=\"https://www.gm.com/public/us/en/gm/home/404.html\" >\n    <meta property=\"og:type\" content=\"website\" >\n    <meta property=\"og:title\" content=\"404 Page Not Found | General Motors\" >\n    <meta property=\"og:description\" content=\"404 Page. We could not find the page you were trying to locate.\" >\n\n    <script>\n        \n        document.documentElement.className+=' js';\n        \n        /*@cc_on(function(){var e=['abbr','article','aside','audio','canvas','details','figcaption','figure','footer','header','hgroup','mark','meter','nav','output','progress','section','summary','time','video'];for (var i = e.length; i-- > 0;) document.createElement(e[i]);})();@*/\n\t\tvar gnhdiag = gnhdiag || {};\n\t\tgnhdiag.server = '2b053';\n    </script>\n\t\n    <link href=\"/etc/designs/gbs.css\" rel=\"stylesheet\" type=\"text/css\"/>\n\n    \n    \n\n\t\n    \n\n   \n    \n\n\n\n\t\n    \n        <script src=\"/etc/designs/gbs/sites/gmcom/theme/js/digitalData-gmcom-na-en-v1.6.js\"></script>\n<script src=\"//assets.adobedtm.com/launch-EN33243e35ee9d49cd92c7c7ff6b01db16.min.js\"></script>\n\n<meta name=\"google-site-verification\" content=\"Lv1PQpgbyJvGxySwCRLGg_xb8c5NQNg09IwdQCf2Vgk\" />\n    \t\n\t\n\t\n\t<link rel=\"apple-touch-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n<link rel=\"apple-touch-icon\" sizes=\"16x16\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-16.png\">\n<link rel=\"apple-touch-icon\" sizes=\"32x32\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-32.png\">\n<link rel=\"apple-touch-icon\" sizes=\"120x120\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-120.png\">\n<link rel=\"apple-touch-icon\" sizes=\"152x152\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-152.png\">\n<link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-180.png\">\n<link rel=\"apple-touch-icon\" sizes=\"192x192\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n<link rel=\"mask-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/favicon.svg\" color=\"#000\">\n<link rel=\"icon\" type=\"image/x-icon\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/favicon.ico\"/>\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-16.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-32.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"120x120\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-120.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"152x152\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-152.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"180x180\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-180.png\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/content/dam/company/img/us/en/gmcom/v4_webready/favicons/icon-192.png\">\n\t\n\t<style>\n.footer-top-wrapper h2, .footer-top-wrapper .social-icons__wrapper {\n    display: none;\n}\n.full-dark {\n    background-color: #11365f !important;\n    backgrou"
        }
      },
      "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": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 83558
          }
        ]
      },
      "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": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html"
      },
      "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 PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html xmlns=\"http://www.w3.org/1999/xhtml\"  lang=\"en\" >\n\n \n\n\n\n\n\n\n\n\n\n\n\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <meta name=\"viewport\" content=\"initial-scale=1, minimum-scale=1\">    \n    <title>404 Page Not Found | General Motors</title>\n    <link rel=\"canonical\" href=\"https://www.gm.com/404.html\"/>\n    \n    <meta name=\"keywords\" content=\"\" />\n    <meta name=\"description\" content=\"404 Page. We could not find the page you were trying to locate.\" />\n\n\t<meta property=\"og:image\" content=\"https://www.gm.com/content/public/us/en/gm/jcr:content/image.img.png/1760035950532.png\" >\n    <meta property=\"og:image:width\" content=\"6"
      },
      "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.gm.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.gm.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.gm.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.gm.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": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

`[aria-*]` attributes do not match their roles

100 Fail

Check name

`[aria-*]` attributes do not match their roles

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr)."
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

33 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)

References

https://developer.chrome.com/docs/lighthouse/best-practices/

Evidence

{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

33 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}

Performance and AccessibilityBest PracticesBrowser audit

Issues were logged in the `Issues` panel in Chrome Devtools

33 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.

References

https://developer.chrome.com/docs/lighthouse/best-practices/

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

33 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)

References

https://developer.chrome.com/docs/lighthouse/seo/

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

33 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 link 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/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "displayValue": "1 link 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

33 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/).

References

https://developer.chrome.com/docs/lighthouse/best-practices/

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

Font display

20 Fail

Check name

Font display

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 40 ms

Fix guidance

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

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 40 ms",
  "description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

20 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.

References

https://web.dev/learn/performance/

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with incorrect aspect ratio",
      "score": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

20 Fail

Check name

Legacy JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 52 KiB

Fix guidance

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

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 52 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

20 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 639 KiB

Fix guidance

A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 639 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

9 Fail

Check name

Loading performance

Score

54/100

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": "speed-index",
      "title": "Speed Index",
      "score": 1,
      "displayValue": "6.0 s",
      "numericValue": 6026.084940262146
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 52,
      "displayValue": "340 ms",
      "numericValue": 338
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 69,
      "displayValue": "190 ms",
      "numericValue": 194
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 6
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 8,
      "displayValue": "5.0 s",
      "numericValue": 5001.1349024159745
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 19.871775
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 67,
      "displayValue": "1.3 s",
      "numericValue": 1321.0339997958965
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 38,
      "displayValue": "5.1 s",
      "numericValue": 5141.138741102608
    }
  ]
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

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

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 10, 2026	50/100	Level 3, Bot-Aware	Current report