CanAgentUse

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https://www.mheducation.com/

SCANNED

Jun 12, 2026, 12:17 PM

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https://www.mheducation.com/

SCANNED

Jun 12, 2026, 12:17:56 PMJun 12, 2026, 12:17 PM

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50/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

McGraw Hill

Navigate your educational journey with McGraw Hill. We provide essential tools and resources for both instructors and students to foster effective learning.

Next step

Turn this report into a fix workflow

27 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	33	Priority fix	6	17	0	View details
Discoverability	33	Priority fix	3	6	0	View details
Content Readiness	33	Priority fix	2	8	0	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	62	Needs work	3	4	12	View details
GEO Readiness	65	Needs work	0	1	4	View details
AIO Readiness	57	Needs work	2	2	3	View details
AEO Readiness	63	Needs work	1	1	5	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	60	Needs work	7	2	0	View details
Security & Trust	60	Needs work	3	2	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	69	Needs work	19	6	4	View details
Performance	52	Needs work	9	6	4	View details
Accessibility	100	Strong	10	0	0

Prioritized recommendations

Issues ranked by score impact

56 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": 403,
        "contentType": "application/xml"
      },
      "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": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "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
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

50 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": "default-src * data: blob: 'unsafe-inline' 'unsafe-eval' frame-ancestors: 'self' *.mheducation.com;"
}

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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          },
          {
            "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": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

50 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 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": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

25 Fail

Needs attention

Content freshness signals

Failed check

Issue

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

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is missing or incomplete.

Evidence

{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

25 Fail

Needs attention

High-value schema types

Failed check

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence

{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

25 Fail

Needs attention

JSON-LD present

Failed check

Issue

No JSON-LD blocks found.

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence

{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

25 Fail

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."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

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 "CloudFront-Viewer-Country,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": "CloudFront-Viewer-Country,Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"CloudFront-Viewer-Country,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": 38944,
        "excerpt": "<!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonSti",
        "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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "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": 218102
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

25 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

{
  "found": [],
  "allTypes": []
}

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 <nav> landmark; skipped heading levels; 4 buttons missing accessible names; 0/3 applicable form inputs have autocomplete attributes (3 missing).

Details

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": false,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": true,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0001\" aria-labelledby=\"ot-header-id-C0001 ot-status-id-C0001\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0003\" aria-labelledby=\"ot-header-id-C0003\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0002\" aria-labelledby=\"ot-header-id-C0002\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0004\" aria-labelledby=\"ot-header-id-C0004\"></button>"
    ],
    "missingAutocompleteInputs": [
      "<input type=\"text\" class=\"form-control rounded-3 fs-small\" name=\"searchtext\" aria-label=\"Search\" placeholder=\"Type to narrow results\">",
      "<input type=\"text\" class=\"form-control rounded-3 fs-small\" name=\"searchtext\" aria-label=\"Search\" placeholder=\"Type to narrow results\">",
      "<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search&#x2026;\" aria-label=\"Cookie list search\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h2: Learning Levels",
      "h2: PreK–12",
      "h2: Browse by Subject",
      "h2: Purchase",
      "h2: Discover Resources for your Classroom & School",
      "h2: Discover Our Principles",
      "h2: Connect",
      "h2: Support",
      "h2: Higher Ed",
      "h2: Browse by Discipline",
      "h2: Digital Products",
      "h2: Services",
      "h2: Campuswide Solutions",
      "h2: Events",
      "h2: Support",
      "h2: Sign In",
      "h3: McGraw Hill",
      "h3: Higher Ed Platforms",
      "h3: PreK–12 platforms",
      "h3: Medical Platforms",
      "h2: Select Region",
      "h3: North America",
      "h2: Select Region",
      "h3: CA - Canada",
      "h3: Latin America",
      "h3: Europe, Middle East & Africa",
      "h2: Select Region",
      "h3: AE - United Arab Emirates",
      "h2: Select Region",
      "h3: GB - United Kingdom",
      "h3: Asia Pacific",
      "h2: Select Region",
      "h3: SG - Singapore",
      "h2: My Account",
      "h2: Search",
      "h1: Find the path to what's possible.",
      "h2: Happy Teacher Appreciation Month.",
      "h2: We’re Here for Instructors & Students Alike",
      "h3: Better Exam Prep",
      "h3: Evergreen Delivery Model",
      "h3: Insights and Inspiration",
      "h2: Guiding You Towards Your Career Goals in Today's Digital Age",
      "h3: Learn Smart With First Aid Forward™",
      "h3: Group Discounts Available for Boards & Beyond",
      "h3: Clinical Confidence Just Launched",
      "h2: Serving Educators in Over 100 Countries & 80 Languages",
      "h3: Introducing All Sorts!",
      "h3: Our Middle East Website is Now Live",
      "h3: ALEKS Reduces Failure Rates & Bolsters Engagement",
      "h2: Happy Teacher Appreciation Month.",
      "h2: We’re Here for Instructors & Students Alike",
      "h3: Better Exam Prep",
      "h3: Evergreen Delivery Model",
      "h3: Insights and Inspiration",
      "h2: Guiding You Towards Your Career Goals in Today's Digital Age",
      "h3: Learn Smart With First Aid Forward™",
      "h3: Group Discounts Available for Boards & Beyond",
      "h3: Clinical Confidence Just Launched",
      "h2: Serving Educators in Over 100 Countries & 80 Languages",
      "h3: Introducing All Sorts!",
      "h3: Our Middle East Website is Now Live",
      "h3: ALEKS Reduces Failure Rates & Bolsters Engagement",
      "h2: Happy Teacher Appreciation Month.",
      "h2: We’re Here for Instructors & Students Alike",
      "h3: Better Exam Prep",
      "h3: Evergreen Delivery Model",
      "h3: Insights and Inspiration",
      "h2: Guiding You Towards Your Career Goals in Today's Digital Age",
      "h3: Learn Smart With First Aid Forward™",
      "h3: Group Discounts Available for Boards & Beyond",
      "h3: Clinical Confidence Just Launched",
      "h2: Serving Educators in Over 100 Countries & 80 Languages",
      "h3: Introducing All Sorts!",
      "h3: Our Middle East Website is Now Live",
      "h3: ALEKS Reduces Failure Rates & Bolsters Engagement",
      "h2: Happy Teacher Appreciation Month.",
      "h2: We’re Here for Instructors & Students Alike",
      "h3: Better Exam Prep",
      "h3: Evergreen Delivery Model",
      "h3: Insights and Inspiration",
      "h2: Guiding You Towards Your Career Goals in Today's Digital Age",
      "h3: Learn Smart With First Aid Forward™",
      "h3: Group Discounts Available for Boards & Beyond",
      "h3: Clinical Confidence Just Launched",
      "h2: Serving Educators in Over 100 Countries & 80 Languages",
      "h3: Introducing All Sorts!",
      "h3: Our Middle East Website is Now Live",
      "h3: ALEKS Reduces Failure Rates & Bolsters Engagement",
      "h2: Latest News",
      "h2: Our Culture",
      "h3: Working at McGraw Hill",
      "h3: Red Cube Cares",
      "h3: Our Commitment to Belonging",
      "h2: Our Culture",
      "h3: Working at McGraw Hill",
      "h3: Red Cube Cares",
      "h3: Our Commitment to DE&I",
      "h2: Company Info",
      "h2: Get Help",
      "h2: Additional Resources",
      "h2: Follow McGraw Hill",
      "h5: Regional Page Available",
      "h2: Privacy Preference Center",
      "h3: Manage Consent Preferences",
      "h4: Strictly Necessary Cookies",
      "h4: Functional Cookies",
      "h4: Performance Cookies",
      "h4: Targeting Cookies",
      "h3: Cookie List"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 109,
    "links": 338,
    "inaccessibleLinks": 0,
    "buttons": 119,
    "inaccessibleButtons": 4,
    "images": 26,
    "imagesWithAlt": 26,
    "autocompleteInputs": 3,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 3
  }
}

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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "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."
    }
  ]
}

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.mheducation.com",
        "probes": [
          {
            "name": "_index._agents.www.mheducation.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.mheducation.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.mheducation.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "mheducation.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

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="searchtext"> is missing tool-param-description.
<input name="searchtext"> is missing tool-param-description.
<input name="ot-group-id-C0003"> is missing tool-param-description.
<input name="ot-group-id-C0002"> is missing tool-param-description.
<input name="ot-group-id-C0004"> is missing tool-param-description.
<input name="vendor-search-handler"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 467,
        "interactiveWithTags": 0,
        "totalCount": 467,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "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": 14,
        "issues": [
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"searchtext\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"searchtext\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0003\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0002\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-C0004\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "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": {
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        "formsWithTags": 0,
        "totalInteractive": 467,
        "interactiveWithTags": 0,
        "totalCount": 467,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"searchtext\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 0,
    "formsWithTags": 0,
    "totalInteractive": 467,
    "interactiveWithTags": 0,
    "totalCount": 467,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"searchtext\"> is missing tool-param-description.",
      "<input name=\"searchtext\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
      "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

10 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

No JSON-LD structured data was detected.

Details

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Visible structured data match scored 0/100 and needs a fix.

Evidence

{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

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

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    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
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  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
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    },
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      "text": "Learn More About Us",
      "html": "<a data-layer-label=\"Hero Learn More About Us\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-1729642762\" href=\"https://www.mheducation.com/about-us.html\" class=\"mh-emit d-inline-block btn btn-outline-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-1729642762\" id=\"ss-button-1729642762\" data-layer-link-type=\"url\" aria-label=\"Learn More About Us\" target=\"_self\"> Learn More About Us </a>"
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      "href": "https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-Language-Teaching-Course-For-Young-Learners.html",
      "text": "Introducing All Sorts!",
      "html": "<a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Intl: Introducing All Sorts!\" data-gaeventname=\"Intl: Introducing All Sorts!\" data-layer-tag=\"Intl: Introducing All Sorts!\" data-layer-label=\"Intl: Introducing All Sorts!\" data-layer-eventname=\"Intl: Introducing All Sorts!\" data-layer-id=\"Intl: Introducing All Sorts!\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-La..."
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      "href": "https://www.mheducation.com/about-us/locations/global-sites.html",
      "text": "Find Your Learning Region",
      "html": "<a data-gaclickname=\"Intl: Find Your Learning Region\" data-gaeventname=\"Intl: Find Your Learning Region\" data-layer-tag=\"Intl: Find Your Learning Region\" data-layer-label=\"Intl: Find Your Learning Region\" data-layer-eventname=\"Intl: Find Your Learning Region\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-179974684\" href=\"https://www.mheducation.com/about-us/locations/global-sites.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-laye..."
    },
    {
      "href": "https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-Language-Teaching-Course-For-Young-Learners.html",
      "text": "Introducing All Sorts!",
      "html": "<a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Intl: Introducing All Sorts!\" data-gaeventname=\"Intl: Introducing All Sorts!\" data-layer-tag=\"Intl: Introducing All Sorts!\" data-layer-label=\"Intl: Introducing All Sorts!\" data-layer-eventname=\"Intl: Introducing All Sorts!\" data-layer-id=\"Intl: Introducing All Sorts!\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-La..."
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    {
      "href": "https://www.mheducation.com/about-us/locations/global-sites.html",
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      "html": "<a data-gaclickname=\"Intl: Find Your Learning Region\" data-gaeventname=\"Intl: Find Your Learning Region\" data-layer-tag=\"Intl: Find Your Learning Region\" data-layer-label=\"Intl: Find Your Learning Region\" data-layer-eventname=\"Intl: Find Your Learning Region\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-179974684\" href=\"https://www.mheducation.com/about-us/locations/global-sites.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-laye..."
    },
    {
      "href": "https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-Language-Teaching-Course-For-Young-Learners.html",
      "text": "Introducing All Sorts!",
      "html": "<a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Intl: Introducing All Sorts!\" data-gaeventname=\"Intl: Introducing All Sorts!\" data-layer-tag=\"Intl: Introducing All Sorts!\" data-layer-label=\"Intl: Introducing All Sorts!\" data-layer-eventname=\"Intl: Introducing All Sorts!\" data-layer-id=\"Intl: Introducing All Sorts!\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-La..."
    },
    {
      "href": "https://www.mheducation.com/about-us/locations/global-sites.html",
      "text": "Find Your Learning Region",
      "html": "<a data-gaclickname=\"Intl: Find Your Learning Region\" data-gaeventname=\"Intl: Find Your Learning Region\" data-layer-tag=\"Intl: Find Your Learning Region\" data-layer-label=\"Intl: Find Your Learning Region\" data-layer-eventname=\"Intl: Find Your Learning Region\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-179974684\" href=\"https://www.mheducation.com/about-us/locations/global-sites.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-laye..."
    },
    {
      "href": "https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-Language-Teaching-Course-For-Young-Learners.html",
      "text": "Introducing All Sorts!",
      "html": "<a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Intl: Introducing All Sorts!\" data-gaeventname=\"Intl: Introducing All Sorts!\" data-layer-tag=\"Intl: Introducing All Sorts!\" data-layer-label=\"Intl: Introducing All Sorts!\" data-layer-eventname=\"Intl: Introducing All Sorts!\" data-layer-id=\"Intl: Introducing All Sorts!\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-La..."
    },
    {
      "href": "https://www.mheducation.com/about-us/news-insights.html",
      "text": "Visit Newsroom",
      "html": "<a data-layer-label=\"Corp: Visit Newsroom\" data-layer-eventname=\"Visit Newsroom\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-1558731640\" href=\"https://www.mheducation.com/about-us/news-insights.html\" class=\"mh-emit d-inline-block btn btn-primary link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-1558731640\" id=\"ss-button-1558731640\" data-layer-link-type=\"url\" aria-label=\"Visit Newsroom\" target=\"_self\"> Visit Newsroom </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us.html",
      "text": "Learn More About Us",
      "html": "<a data-layer-label=\"Corp: Learn More About Us\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-255401185\" href=\"https://www.mheducation.com/about-us.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-255401185\" id=\"ss-button-255401185\" data-layer-link-type=\"url\" aria-label=\"Learn More About Us\" target=\"_self\"> Learn More About Us </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-impact.html",
      "text": "Red Cube Cares",
      "html": "<a aria-label=\"Red Cube Cares our impact\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Red Cube Cares\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-impact.html\"> Red Cube Cares </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-culture",
      "text": "Our Commitment to Belonging",
      "html": "<a aria-label=\"See what Our Commitment to Belonging\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Our Commitment to DE&amp;I\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-culture\"> Our Commitment to Belonging </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us.html",
      "text": "Learn More About Us",
      "html": "<a data-layer-label=\"Corp: Learn More About Us\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-256641611\" href=\"https://www.mheducation.com/about-us.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-256641611\" id=\"ss-button-256641611\" data-layer-link-type=\"url\" target=\"_self\"> Learn More About Us </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-impact",
      "text": "Red Cube Cares",
      "html": "<a aria-label=\"Our impact Red Cube Cares\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Red Cube Cares\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-impact\"> Red Cube Cares </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-culture",
      "text": "Our Commitment to DE&I",
      "html": "<a aria-label=\"Check out Our Commitment to DE&amp;I here\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Our Commitment to DE&amp;I\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-culture\"> Our Commitment to DE&amp;I </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us.html",
      "text": "About Us",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline pt-0 mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"0\" href=\"https://www.mheducation.com/about-us.html\" target=\"_self\" data-layer-label=\"About Us\">About Us</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/locations.html",
      "text": "Contact & Locations",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"2\" href=\"https://www.mheducation.com/about-us/locations.html\" target=\"_self\" data-layer-label=\"Contact &amp; Locations\">Contact &amp; Locations</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/news-insights.html",
      "text": "Newsroom",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"4\" href=\"https://www.mheducation.com/about-us/news-insights.html\" target=\"_self\" data-layer-label=\"Newsroom\">Newsroom</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-culture.html",
      "text": "Our Culture",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"5\" href=\"https://www.mheducation.com/about-us/our-culture.html\" target=\"_self\" data-layer-label=\"Our Culture\">Our Culture</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-impact.html",
      "text": "Our Impact",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"6\" href=\"https://www.mheducation.com/about-us/our-impact.html\" target=\"_self\" data-layer-label=\"Our Impact\">Our Impact</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/trust-center.html",
      "text": "Trust Center",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline pb-0 mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"7\" href=\"https://www.mheducation.com/about-us/trust-center.html\" target=\"_self\" data-layer-label=\"Trust Center\">Trust Center</a>"
    },
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      "href": "https://www.mheducation.com/about-us/locations.html",
      "text": "Contact Sales Rep",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"1\" href=\"https://www.mheducation.com/about-us/locations.html\" target=\"_self\" data-layer-label=\"Contact Sales Rep\">Contact Sales Rep</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/trust-center/accessibility.html",
      "text": "Accessibility",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline pt-0 mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"0\" href=\"https://www.mheducation.com/about-us/trust-center/accessibility.html\" target=\"_self\" data-layer-label=\"Accessibility\">Accessibility</a>"
    },
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      "html": "<a class=\"link-light mh-emit\" data-layer-comp=\"linkslist\" data-layer-index=\"1\" href=\"https://www.mheducation.com/about-us/trust-center/privacy.html\" target=\"_self\" data-layer-label=\"Privacy Center\"> Privacy Center </a>"
    },
    {
      "href": "https://www.mheducation.com/privacy.html",
      "text": "McGraw Hill Privacy Center",
      "html": "<a class=\"ot-cookie-policy-link\" href=\"https://www.mheducation.com/privacy.html\" aria-label=\"More information about your privacy, opens in a new tab\" rel=\"noopener\" target=\"_blank\">McGraw Hill Privacy Center</a>"
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  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: AI crawler accessibility

GEO: AI crawler accessibility scored 45/100 and needs a fix.

5 Fail

Needs attention

GEO: AI crawler accessibility

Failed check

Issue

robots.txt blocks these AI crawlers: google-extended. No rendered JSON-LD schema block was detected.

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: AI crawler accessibility

Score

45/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: AI crawler accessibility scored 45/100 and needs a fix.

Evidence

{
  "textWords": 3209,
  "htmlBytes": 510390,
  "robots": {
    "checkedCrawlers": [
      "gptbot",
      "chatgpt-user",
      "claudebot",
      "perplexitybot",
      "google-extended"
    ],
    "blocked": [
      "google-extended"
    ],
    "allows": false
  },
  "schemaBlocks": 0,
  "finalUrl": "https://www.mheducation.com/",
  "robotsExcerpt": "Host: www.mheducation.com\nSitemap: https://www.mheducation.com/index-sitemap.xml\nUser-agent: *\nDisallow: /sharpen/*?utm_source\nDisallow: /highered/custom/product/*\n\n\n# Disallowing Google Bard and Vertex AI web crawlers\nUser-agent: Google-Extended\nDisallow: /",
  "score": 45,
  "weight": 26
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

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

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    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
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    "publisher",
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  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
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      "text": "Introducing All Sorts!",
      "html": "<a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Intl: Introducing All Sorts!\" data-gaeventname=\"Intl: Introducing All Sorts!\" data-layer-tag=\"Intl: Introducing All Sorts!\" data-layer-label=\"Intl: Introducing All Sorts!\" data-layer-eventname=\"Intl: Introducing All Sorts!\" data-layer-id=\"Intl: Introducing All Sorts!\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/news-insights/press-releases/McGraw-Hill-Announces-All-Sorts-New-English-La..."
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      "text": "Visit Newsroom",
      "html": "<a data-layer-label=\"Corp: Visit Newsroom\" data-layer-eventname=\"Visit Newsroom\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-1558731640\" href=\"https://www.mheducation.com/about-us/news-insights.html\" class=\"mh-emit d-inline-block btn btn-primary link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-1558731640\" id=\"ss-button-1558731640\" data-layer-link-type=\"url\" aria-label=\"Visit Newsroom\" target=\"_self\"> Visit Newsroom </a>"
    },
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      "href": "https://www.mheducation.com/about-us.html",
      "text": "Learn More About Us",
      "html": "<a data-layer-label=\"Corp: Learn More About Us\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-255401185\" href=\"https://www.mheducation.com/about-us.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-255401185\" id=\"ss-button-255401185\" data-layer-link-type=\"url\" aria-label=\"Learn More About Us\" target=\"_self\"> Learn More About Us </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-impact.html",
      "text": "Red Cube Cares",
      "html": "<a aria-label=\"Red Cube Cares our impact\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Red Cube Cares\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-impact.html\"> Red Cube Cares </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-culture",
      "text": "Our Commitment to Belonging",
      "html": "<a aria-label=\"See what Our Commitment to Belonging\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Our Commitment to DE&amp;I\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-culture\"> Our Commitment to Belonging </a>"
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    {
      "href": "https://www.mheducation.com/about-us.html",
      "text": "Learn More About Us",
      "html": "<a data-layer-label=\"Corp: Learn More About Us\" data-layer-subarea=\"body\" data-layer-id=\"ss-button-256641611\" href=\"https://www.mheducation.com/about-us.html\" class=\"mh-emit d-inline-block btn btn-primary btn-lg link-type-url \" data-layer-comp=\"button\" data-layer-target=\"ss-button-256641611\" id=\"ss-button-256641611\" data-layer-link-type=\"url\" target=\"_self\"> Learn More About Us </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/our-impact",
      "text": "Red Cube Cares",
      "html": "<a aria-label=\"Our impact Red Cube Cares\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Red Cube Cares\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-impact\"> Red Cube Cares </a>"
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      "text": "Our Commitment to DE&I",
      "html": "<a aria-label=\"Check out Our Commitment to DE&amp;I here\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Our Commitment to DE&amp;I\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-culture\"> Our Commitment to DE&amp;I </a>"
    },
    {
      "href": "https://www.mheducation.com/about-us.html",
      "text": "About Us",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline pt-0 mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"0\" href=\"https://www.mheducation.com/about-us.html\" target=\"_self\" data-layer-label=\"About Us\">About Us</a>"
    },
    {
      "href": "https://www.mheducation.com/about-us/locations.html",
      "text": "Contact & Locations",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"2\" href=\"https://www.mheducation.com/about-us/locations.html\" target=\"_self\" data-layer-label=\"Contact &amp; Locations\">Contact &amp; Locations</a>"
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      "text": "Newsroom",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"4\" href=\"https://www.mheducation.com/about-us/news-insights.html\" target=\"_self\" data-layer-label=\"Newsroom\">Newsroom</a>"
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      "text": "Our Culture",
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      "text": "Our Impact",
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      "text": "Accessibility",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline pt-0 mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"0\" href=\"https://www.mheducation.com/about-us/trust-center/accessibility.html\" target=\"_self\" data-layer-label=\"Accessibility\">Accessibility</a>"
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      "text": "Permissions",
      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"4\" href=\"https://www.mheducation.com/about-us/policy-center/permissions.html\" target=\"_self\" data-layer-label=\"Permissions\">Permissions</a>"
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    {
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      "text": "Privacy Center",
      "html": "<a class=\"link-light-underline mh-emit\" data-layer-comp=\"linkslist\" data-layer-index=\"1\" href=\"https://www.mheducation.com/about-us/trust-center/privacy.html\" target=\"_self\" data-layer-label=\"Privacy Center\"> Privacy Center </a>"
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    },
    {
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      "text": "Report Piracy",
      "html": "<a class=\"link-light-underline mh-emit\" data-layer-comp=\"linkslist\" data-layer-index=\"4\" href=\"https://www.mheducation.com/about-us/policy-center/report-piracy.html\" target=\"_self\" data-layer-label=\"Report Piracy\"> Report Piracy </a>"
    },
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      "text": "Site Map",
      "html": "<a class=\"link-light-underline mh-emit\" data-layer-comp=\"linkslist\" data-layer-index=\"5\" href=\"https://www.mheducation.com/about-us/site-map.html\" target=\"_self\" data-layer-label=\"Site Map\"> Site Map </a>"
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      "text": "Terms of Use",
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      "html": "<a class=\"px-sm-1 py-sm-2 px-lg-1 py-lg-2 px-1 py-2 px-md-1 py-md-2 link-light-underline mh-emit d-block\" data-layer-comp=\"linkslist\" data-layer-index=\"3\" href=\"https://www.mheducation.com/support.html\" target=\"_self\" data-layer-label=\"Get Support\">Get Support</a>"
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}

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

80 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

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  "passing": 23,
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      "heading": "Discover Resources for your Classroom & School",
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      "heading": "Connect",
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      "firstParagraph": "",
      "paragraphHtml": "",
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      "direct": false,
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      "heading": "Browse by Discipline",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Discipline</h2>",
      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Digital Products",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Digital Products</h2>",
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      "paragraphHtml": "",
      "words": 0,
      "direct": false,
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    {
      "heading": "Services",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Services</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Campuswide Solutions",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Events",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Events</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
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    },
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      "heading": "Support",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
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      "paragraphHtml": "<p><span class=\"fs-5\">Our global reach enables us to adapt our content to local needs giving educators the tools they need to prepare the next generation of thinkers, leaders, and innovators.</span></p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "ALEKS Reduces Failure Rates & Bolsters Engagement",
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      "paragraphHtml": "<p id=\"mhecomm-card-v2-1371031804-description-text-1\" class=\"mb-2\">From NEOMA Business School, this piece shows ALEKS to be a useful partner in helping reduce failure rates and bolster engagement. </p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
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      "words": 22,
      "direct": false,
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      "words": 17,
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      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Guiding You Towards Your Career Goals in Today's Digital Age",
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      "words": 24,
      "direct": false,
      "issue": "First paragraph is 24 words and does not look like a concise direct answer."
    },
    {
      "heading": "Group Discounts Available for Boards & Beyond",
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      "firstParagraph": "Students save on Boards & Beyond memberships when buying more than one subscription at a time.",
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      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Clinical Confidence Just Launched",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1036595408-title-text-1\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"Prof: Clinical Confidence Just Launched\" data-gaeventname=\"Prof: Clinical Confidence Just Launched\" data-layer-tag=\"Prof: Clinical Confidence Just Launched\" data-layer-label=\"Prof: Clinical Confidence Just Launched\" data-layer-eventname=\"Prof: Clinical Confidence Just Launched\" data-layer-id=\"Prof: Clinical C...",
      "firstParagraph": "Clinical Confidence from Boards & Beyond applies students’ real-world knowledge when treating patients for the first time in a hospital setting.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1036595408-description-text-1\" class=\"mb-2\">Clinical Confidence from Boards &amp; Beyond applies students&#x2019; real-world knowledge when treating patients for the first time in a hospital setting. </p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Serving Educators in Over 100 Countries & 80 Languages",
      "headingHtml": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>",
      "firstParagraph": "Our global reach enables us to adapt our content to local needs giving educators the tools they need to prepare the next generation of thinkers, leaders, and innovators.",
      "paragraphHtml": "<p><span class=\"fs-5\">Our global reach enables us to adapt our content to local needs giving educators the tools they need to prepare the next generation of thinkers, leaders, and innovators.</span></p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "ALEKS Reduces Failure Rates & Bolsters Engagement",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1371031804-title-text-1\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a aria-label=\"ALEKS Reduces Failure Rates &amp; Bolsters Engagement, opens in a new tab.\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_blank\" data-gaclickname=\"Intl: ALEKS Reduces Failure Rates and Bolsters Engagement\" data-gaeventname=\"Intl: ALEKS Reduces Failure Rates and Bolsters Engagement\" data-layer-tag=\"Intl: ALEKS Reduces Failure Rates and Bolsters Engagement\" data-layer...",
      "firstParagraph": "From NEOMA Business School, this piece shows ALEKS to be a useful partner in helping reduce failure rates and bolster engagement.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1371031804-description-text-1\" class=\"mb-2\">From NEOMA Business School, this piece shows ALEKS to be a useful partner in helping reduce failure rates and bolster engagement. </p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Latest News",
      "headingHtml": "<h2><b>Latest News</b></h2>",
      "firstParagraph": "Learn how we're constantly evolving to meet the ever-changing needs of educators and learners around the world.",
      "paragraphHtml": "<p><span class=\"fs-5\">Learn how we&apos;re constantly evolving to meet the ever-changing needs of educators and learners around the world.&#xa0;</span></p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Working at McGraw Hill",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1107248973-title-text-0\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a aria-label=\"Working at McGraw Hill careers\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Careers: Working at McGraw Hill\" data-layer-comp=\"card\" href=\"https://careers.mheducation.com/\"> Working at McGraw Hill </a> </h3>",
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      "paragraphHtml": "<p id=\"mhecomm-card-v2-1107248973-description-text-0\" class=\"mb-2\">Through our commitment to equality, accessibility and inclusion, we foster a culture of belonging that respects and reflects the diversity of the people and communities we serve. </p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Red Cube Cares",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1011262827-title-text-0\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a aria-label=\"Red Cube Cares our impact\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Red Cube Cares\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-impact.html\"> Red Cube Cares </a> </h3>",
      "firstParagraph": "We're committed to supporting education by giving back to the communities we serve.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1011262827-description-text-0\" class=\"mb-2\">We&apos;re committed to supporting education by giving back to the communities we serve. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our Commitment to Belonging",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1011262827-title-text-1\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a aria-label=\"See what Our Commitment to Belonging\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Corp: Our Commitment to DE&amp;I\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/about-us/our-culture\"> Our Commitment to Belonging </a> </h3>",
      "firstParagraph": "Learn more about how we foster a culture of belonging.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1011262827-description-text-1\" class=\"mb-2\">Learn more about how we foster a culture of belonging. </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Working at McGraw Hill",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-1765926888-title-text-0\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a aria-label=\"Careers at McGraw Hill\" class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-layer-label=\"Careers: Working at McGraw Hill\" data-layer-comp=\"card\" href=\"https://careers.mheducation.com/\"> Working at McGraw Hill </a> </h3>",
      "firstParagraph": "Through our commitment to equality, accessibility and inclusion, we foster a culture of belonging that respects and reflects the diversity of the people and communities we serve.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1765926888-description-text-0\" class=\"mb-2\">Through our commitment to equality, accessibility and inclusion, we foster a culture of belonging that respects and reflects the diversity of the people and communities we serve. </p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
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      "firstParagraph": "We're committed to supporting education by giving back to the communities we serve.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1862869687-description-text-0\" class=\"mb-2\">We&apos;re committed to supporting education by giving back to the communities we serve. </p>",
      "words": 13,
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      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
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      "heading": "Our Commitment to DE&I",
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      "firstParagraph": "Learn more about how we foster a culture of belonging.",
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      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Company Info",
      "headingHtml": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Company Info</span></span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Get Help",
      "headingHtml": "<h2><span class=\"fs-5\"><span class=\"text-white\"><span class=\"fw-medium\">Get Help</span></span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Additional Resources",
      "headingHtml": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Additional Resources</span></span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Follow McGraw Hill",
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      "firstParagraph": "It looks like you're outside the United States. Do you want to see your regional version of this page?",
      "paragraphHtml": "<p>It looks like you&apos;re outside the United States. Do you want to see your regional version of this page?</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Privacy Preference Center",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cookie List",
      "headingHtml": "<h3>Cookie List</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

4 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 22,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

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

No question-led h2 sections or FAQ pattern was detected.

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: 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": 47,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 82/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: find, path, possible.

Details

Why it matters

Check name

GEO: Entity clarity

Score

82/100

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 82/100 and needs improvement.

Evidence

{
  "title": "McGraw Hill",
  "h1": "Find the path to what's possible.",
  "description": "Navigate your educational journey with McGraw Hill. We provide essential tools and resources for both instructors and students to foster effective learning.",
  "topicOverlap": 0.4,
  "topicTerms": [
    "mcgraw",
    "hill",
    "find",
    "path",
    "possible"
  ],
  "descriptionTerms": [
    "navigate",
    "educational",
    "journey",
    "mcgraw",
    "hill",
    "provide",
    "essential",
    "tools",
    "resources",
    "both",
    "instructors",
    "students",
    "foster",
    "effective",
    "learning"
  ],
  "missingFromDescription": [
    "find",
    "path",
    "possible"
  ],
  "score": 82,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

3 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": 4,
  "citablePassages": 1,
  "failingCandidateParagraphs": [
    {
      "index": 93,
      "heading": "H4: Strictly Necessary Cookies",
      "text": "These cookies are essential for our website to function, and you cannot opt out of them. They are typically set in response to actions you take, such as setting your privacy preferences, logging in, or filling out forms. You can set your browser to block these cookies, but some parts of the website may not work properly.",
      "words": 57,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (57 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0001\">These cookies are essential for our website to function, and you cannot opt out of them. They are typically set in response to actions you take, such as setting your privacy preferences, logging in, or filling out forms. You can set your browser to block these cookies, but some parts of the website may not work properly. </p>"
    },
    {
      "index": 94,
      "heading": "H4: Functional Cookies",
      "text": "These cookies are set by us or our third-party providers to help us provide a more personalized experience. For example, these cookies help you navigate the site by remembering your preferences and choices, such as region or accessibility preference. They also support interactive features like chat. If you do not allow these cookies, some or all of these features may not function properly.",
      "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 class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies are set by us or our third-party providers to help us provide a more personalized experience. For example, these cookies help you navigate the site by remembering your preferences and choices, such as region or accessibility preference. They also support interactive features like chat. If you do not allow these cookies, some or all of these features may not function properly. </p>"
    },
    {
      "index": 95,
      "heading": "H4: Performance Cookies",
      "text": "These cookies help us understand how visitors use our website so we can measure and improve website performance and your experience. They show us which pages are most and least popular and how visitors navigate the site. If you do not allow these cookies, we will have less insight into larger patterns about site usage and performance.",
      "words": 57,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (57 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0002\">These cookies help us understand how visitors use our website so we can measure and improve website performance and your experience. They show us which pages are most and least popular and how visitors navigate the site. If you do not allow these cookies, we will have less insight into larger patterns about site usage and performance. </p>"
    }
  ],
  "citableParagraphs": [
    {
      "index": 96,
      "heading": "H4: Targeting Cookies",
      "text": "These cookies may be set through our website by our advertising partners to understand your interests and show content that reflects them on other sites. Some of these technologies are set by third parties, or the information that’s collected may be shared with third parties. We maintain processes to monitor cookies placed on our website by third parties and to control the way in which data is collected via our we...",
      "words": 88,
      "hasEvidence": true,
      "reasons": [],
      "html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0004\">These cookies may be set through our website by our advertising partners to understand your interests and show content that reflects them on other sites. Some of these technologies are set by third parties, or the information that&#x2019;s collected may be shared with third parties. We maintain processes to monitor cookies placed on our website by third parties and to control the way in which data is collected via our website. I..."
    }
  ],
  "score": 75,
  "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

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

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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    "<div role=\"dialog\" aria-modal=\"true\" style=\"height: 100%;\" aria-label=\"Privacy Preference Center\"><!-- Close Button --><div class=\"ot-pc-header\"><!-- Logo Tag --><div class=\"ot-pc-logo\"><img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/eddbe31c-378b-4242-9c5c-0b992061c639/569021fe-f102-4016-9ae1-356ca62a8370/ae7748d8-de44-440b-bc71-88f6d07b6ae3/OneTrust-MH-Logo.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close preference center\" style=\"background-...",
    "<section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><div id=\"ot-filter-list-header\"></div><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\" role=\"group\" aria-labelledby=\"ot-filter-list-header\"><ul class=\"ot-fltr-opts\"><li class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</sp..."
  ],
  "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

80 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

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  "sectionCount": 103,
  "passing": 23,
  "failing": [
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
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      "headingHtml": "<h2 class=\"offcanvas-title\" id=\"prek-12PanelLabel\">PreK&#x2013;12</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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      "words": 0,
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      "firstParagraph": "",
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      "heading": "Browse by Discipline",
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      "issue": "No paragraph follows this heading."
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    {
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      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Digital Products</h2>",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Events",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Events</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Support",
      "headingHtml": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p id=\"cart_msg\"> <mhecomm-message message=\"You have %number-of-items% in your cart\" arialive=\"polite\"> </mhecomm-message> </p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Sign In",
      "headingHtml": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">Sign In</h2>",
      "firstParagraph": "",
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      "words": 0,
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "McGraw Hill",
      "headingHtml": "<h3 class=\"text-start fs-6 fw-semibold \" style=\"color: var(ss-text-color-1)\" id=\"ss-title-1977390006\"> McGraw Hill </h3>",
      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Higher Ed Platforms",
      "headingHtml": "<h3 class=\"text-start fs-6 fw-semibold \" style=\"color: var(ss-text-color-1)\" id=\"ss-title-1140033969\"> Higher Ed Platforms </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "PreK–12 platforms",
      "headingHtml": "<h3 class=\"text-start fs-6 fw-semibold \" style=\"color: var(ss-text-color-1)\" id=\"ss-title-808108473\"> PreK&#x2013;12 platforms </h3>",
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      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Medical Platforms",
      "headingHtml": "<h3 class=\"text-start fs-6 fw-semibold \" style=\"color: var(ss-text-color-1)\" id=\"ss-title-607542105\"> Medical Platforms </h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p id=\"welcome_text\"> <mhecomm-message message=\"Welcome %first-name%\"> </mhecomm-message> </p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Select Region",
      "headingHtml": "<h2 class=\"offcanvas-title\" id=\"region-selector-label\">Select Region</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "North America",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base\">North America</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select Region",
      "headingHtml": "<h2 class=\"offcanvas-title\">Select Region</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "CA - Canada",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base text-dark mb-2\">CA - Canada</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Latin America",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base\">Latin America</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Europe, Middle East & Africa",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base\">Europe, Middle East &amp; Africa</h3>",
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      "paragraphHtml": "",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select Region",
      "headingHtml": "<h2 class=\"offcanvas-title\">Select Region</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AE - United Arab Emirates",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base text-dark mb-2\">AE - United Arab Emirates</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select Region",
      "headingHtml": "<h2 class=\"offcanvas-title\">Select Region</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "GB - United Kingdom",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base text-dark mb-2\">GB - United Kingdom</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Asia Pacific",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base\">Asia Pacific</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select Region",
      "headingHtml": "<h2 class=\"offcanvas-title\">Select Region</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "SG - Singapore",
      "headingHtml": "<h3 class=\"fw-bold fs-6 lh-base text-dark mb-2\">SG - Singapore</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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      "words": 0,
      "direct": false,
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      "heading": "Search",
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      "words": 12,
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      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
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      "heading": "Happy Teacher Appreciation Month.",
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      "words": 22,
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    },
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      "firstParagraph": "Search and save products you love, access your digital platforms, and connect with other students and educators.",
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      "words": 17,
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      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Evergreen Delivery Model",
      "headingHtml": "<h3 id=\"mhecomm-card-v2-530803692-title-text-0\" class=\"fs-4 fw-bold lh-sm m-0 link-dark d-inline\"> <a class=\"lh-sm m-0 link-dark mh-emit stretched-link\" target=\"_self\" data-gaclickname=\"HigherEd: Evergreen\" data-gaeventname=\"HigherEd: Evergreen\" data-layer-tag=\"HigherEd: Evergreen\" data-layer-label=\"HigherEd: Evergreen\" data-layer-eventname=\"HigherEd: Evergreen\" data-layer-id=\"HigherEd: Evergreen\" data-layer-comp=\"card\" href=\"https://www.mheducation.com/highered/services/evergreen.html\"> Ever...",
      "firstParagraph": "Receive updated content, tools, and accessibility directly in your courses, enabling digital product updates without the burden of moving to a new edition.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-530803692-description-text-0\" class=\"mb-2\">Receive updated content, tools, and accessibility directly in your courses, enabling digital product updates without the burden of moving to a new edition. </p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "headingHtml": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>",
      "firstParagraph": "McGraw Hill’s Access® mobile app, First Aid Forward™ platform, and Clinical Confidence empower medical students to master board exams like USMLE and COMLEX.",
      "paragraphHtml": "<p><span class=\"fs-5\">McGraw Hill&#x2019;s Access&#xae; mobile app, First Aid Forward&#x2122; platform, and Clinical Confidence empower medical students to master board exams like USMLE and COMLEX.</span></p>",
      "words": 24,
      "direct": false,
      "issue": "First paragraph is 24 words and does not look like a concise direct answer."
    },
    {
      "heading": "Group Discounts Available for Boards & Beyond",
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      "firstParagraph": "Students save on Boards & Beyond memberships when buying more than one subscription at a time.",
      "paragraphHtml": "<p id=\"mhecomm-card-v2-1036595408-description-text-0\" class=\"mb-2\">Students save on Boards &amp; Beyond memberships when buying more than one subscription at a time. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
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    {
      "heading": "Clinical Confidence Just Launched",
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      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
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      "heading": "Serving Educators in Over 100 Countries & 80 Languages",
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      "paragraphHtml": "<p><span class=\"fs-5\">Our global reach enables us to adapt our content to local needs giving educators the tools they need to prepare the next generation of thinkers, leaders, and innovators.</span></p>",
      "words": 28,
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      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
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    {
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 85/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: find, path, possible.

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

85/100

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 85/100 and needs improvement.

Evidence

{
  "title": "McGraw Hill",
  "h1": "Find the path to what's possible.",
  "description": "Navigate your educational journey with McGraw Hill. We provide essential tools and resources for both instructors and students to foster effective learning.",
  "topicOverlap": 0.4,
  "definitionCount": 22,
  "topicTerms": [
    "mcgraw",
    "hill",
    "find",
    "path",
    "possible"
  ],
  "descriptionTerms": [
    "navigate",
    "educational",
    "journey",
    "mcgraw",
    "hill",
    "provide",
    "essential",
    "tools",
    "resources",
    "both",
    "instructors",
    "students",
    "foster",
    "effective",
    "learning"
  ],
  "missingFromDescription": [
    "find",
    "path",
    "possible"
  ],
  "score": 85,
  "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": "Learning Levels",
      "html": "<h2 class=\"offcanvas-title\" id=\"mainNavPanelLabel\">Learning Levels</h2>"
    },
    {
      "text": "PreK–12",
      "html": "<h2 class=\"offcanvas-title\" id=\"prek-12PanelLabel\">PreK&#x2013;12</h2>"
    },
    {
      "text": "Browse by Subject",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Subject</h2>"
    },
    {
      "text": "Purchase",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Purchase</h2>"
    },
    {
      "text": "Discover Resources for your Classroom & School",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Resources for your Classroom &amp; School</h2>"
    },
    {
      "text": "Discover Our Principles",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Our Principles</h2>"
    },
    {
      "text": "Connect",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Connect</h2>"
    },
    {
      "text": "Support",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "text": "Higher Ed",
      "html": "<h2 class=\"offcanvas-title\" id=\"hePanelLabel\">Higher Ed</h2>"
    },
    {
      "text": "Browse by Discipline",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Discipline</h2>"
    },
    {
      "text": "Digital Products",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Digital Products</h2>"
    },
    {
      "text": "Services",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Services</h2>"
    },
    {
      "text": "Campuswide Solutions",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Campuswide Solutions</h2>"
    },
    {
      "text": "Events",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Events</h2>"
    },
    {
      "text": "Support",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "text": "Sign In",
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">Sign In</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\" id=\"region-selector-label\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "My Account",
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">My Account</h2>"
    },
    {
      "text": "Search",
      "html": "<h2 class=\"offcanvas-title h5\" id=\"searchPanelLabel\">Search</h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Latest News",
      "html": "<h2><b>Latest News</b></h2>"
    },
    {
      "text": "Our Culture",
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "text": "Our Culture",
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "text": "Company Info",
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Company Info</span></span></span></h2>"
    },
    {
      "text": "Get Help",
      "html": "<h2><span class=\"fs-5\"><span class=\"text-white\"><span class=\"fw-medium\">Get Help</span></span></span></h2>"
    },
    {
      "text": "Additional Resources",
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Additional Resources</span></span></span></h2>"
    },
    {
      "text": "Follow McGraw Hill",
      "html": "<h2><span class=\"fs-large\"><span class=\"text-white\"><span class=\"fw-medium\">Follow McGraw Hill</span></span></span></h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does McGraw Hill work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is McGraw Hill free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does McGraw Hill compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does McGraw Hill work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is McGraw Hill free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does McGraw Hill 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": 218102
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 218102
          }
        ]
      },
      "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": "Learning Levels",
      "html": "<h2 class=\"offcanvas-title\" id=\"mainNavPanelLabel\">Learning Levels</h2>"
    },
    {
      "text": "PreK–12",
      "html": "<h2 class=\"offcanvas-title\" id=\"prek-12PanelLabel\">PreK&#x2013;12</h2>"
    },
    {
      "text": "Browse by Subject",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Subject</h2>"
    },
    {
      "text": "Purchase",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Purchase</h2>"
    },
    {
      "text": "Discover Resources for your Classroom & School",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Resources for your Classroom &amp; School</h2>"
    },
    {
      "text": "Discover Our Principles",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Our Principles</h2>"
    },
    {
      "text": "Connect",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Connect</h2>"
    },
    {
      "text": "Support",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "text": "Higher Ed",
      "html": "<h2 class=\"offcanvas-title\" id=\"hePanelLabel\">Higher Ed</h2>"
    },
    {
      "text": "Browse by Discipline",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Discipline</h2>"
    },
    {
      "text": "Digital Products",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Digital Products</h2>"
    },
    {
      "text": "Services",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Services</h2>"
    },
    {
      "text": "Campuswide Solutions",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Campuswide Solutions</h2>"
    },
    {
      "text": "Events",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Events</h2>"
    },
    {
      "text": "Support",
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "text": "Sign In",
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">Sign In</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\" id=\"region-selector-label\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "Select Region",
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "text": "My Account",
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">My Account</h2>"
    },
    {
      "text": "Search",
      "html": "<h2 class=\"offcanvas-title h5\" id=\"searchPanelLabel\">Search</h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Happy Teacher Appreciation Month.",
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "text": "We’re Here for Instructors & Students Alike",
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "text": "Latest News",
      "html": "<h2><b>Latest News</b></h2>"
    },
    {
      "text": "Our Culture",
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "text": "Our Culture",
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "text": "Company Info",
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Company Info</span></span></span></h2>"
    },
    {
      "text": "Get Help",
      "html": "<h2><span class=\"fs-5\"><span class=\"text-white\"><span class=\"fw-medium\">Get Help</span></span></span></h2>"
    },
    {
      "text": "Additional Resources",
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Additional Resources</span></span></span></h2>"
    },
    {
      "text": "Follow McGraw Hill",
      "html": "<h2><span class=\"fs-large\"><span class=\"text-white\"><span class=\"fw-medium\">Follow McGraw Hill</span></span></span></h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does McGraw Hill work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is McGraw Hill free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does McGraw Hill compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does McGraw Hill work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use McGraw Hill?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is McGraw Hill free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does McGraw Hill 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" is not Markdown or text/plain; 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" is not Markdown or text/plain; 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",
        "length": 218102,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; 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": 169763,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "https://assets.adobedtm.com\"",
            "https://info.mheducation.com\"",
            "https://www.googletagmanager.com\"",
            "https://cdn.cookielaw.org\"",
            "/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2",
            "/woff2",
            "/uxt/static/external/fonts/PROXIMANOVA-BOLD.woff2",
            "/woff2",
            "/script",
            "/etc.clientlibs/core/wcm/components/commons/datalayer/v1/clientlibs/core.wcm.components.commons.datalayer.v1.min.904d3c2f1e821ab45124d66de422b409.js"
          ],
          "rawExcerpt": "\n\n  <!DOCTYPE html>\n  <html lang=\"en\">\n    <head>\n    <meta charset=\"UTF-8\"/>\n    \n    <meta name=\"template\" content=\"corporate-generic-template\"/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/>\n    <meta name=\"nonStickyHeader\" content=\"false\"/>\n    <link rel=\"preconnect\" href=\"https://assets.adobedtm.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://info.mheducation.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\" crossorigin/>\n    <link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\" crossorigin/>\n    \n    \n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-REGULAR.woff2\" as=\"font\" type=\"font/woff2\" crossorigin/>\n        <link rel=\"preload\" href=\"/uxt/static/external/fonts/PROXIMANOVA-BOLD.w"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; 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": 403,
        "contentType": "application/xml",
        "length": 111,
        "text": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 403,
          "contentType": "application/xml",
          "length": 111,
          "text": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
        }
      },
      "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": 17,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 2,
        "match": "my account"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Q&A and FAQ opportunities

GEO: Q&A and FAQ opportunities is informational for this page.

Informational

Needs attention

GEO: Q&A and FAQ opportunities

Informational

Issue

47 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.

Details

Why it matters

How to fix

Rewrite these h2 headings as direct questions where appropriate: "Learning Levels", "PreK–12", "Browse by Subject", "Purchase", "Discover Resources for your Classroom & School", "Discover Our Principles", "Connect", "Support", "Higher Ed", "Browse by Discipline", "Digital Products", "Services", "Campuswide Solutions", "Events", "Support", "Sign In", "Select Region", "Select Region", "Select Region", "Select Region", "Select Region", "My Account", "Search", "Happy Teacher Appreciation Month.", "We’re Here for Instructors & Students Alike", "Guiding You Towards Your Career Goals in Today's Digital Age", "Serving Educators in Over 100 Countries & 80 Languages", "Happy Teacher Appreciation Month.", "We’re Here for Instructors & Students Alike", "Guiding You Towards Your Career Goals in Today's Digital Age", "Serving Educators in Over 100 Countries & 80 Languages", "Happy Teacher Appreciation Month.", "We’re Here for Instructors & Students Alike", "Guiding You Towards Your Career Goals in Today's Digital Age", "Serving Educators in Over 100 Countries & 80 Languages", "Happy Teacher Appreciation Month.", "We’re Here for Instructors & Students Alike", "Guiding You Towards Your Career Goals in Today's Digital Age", "Serving Educators in Over 100 Countries & 80 Languages", "Latest News", "Our Culture", "Our Culture", "Company Info", "Get Help", "Additional Resources", "Follow McGraw Hill", "Privacy Preference Center". Add a concise FAQ section or FAQPage JSON-LD for common user questions.

References

Check name

GEO: Q&A and FAQ opportunities

Score

75/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Q&A and FAQ opportunities is informational for this page.

Evidence

{
  "h2Count": 47,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "Learning Levels",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\" id=\"mainNavPanelLabel\">Learning Levels</h2>"
    },
    {
      "index": 2,
      "text": "PreK–12",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\" id=\"prek-12PanelLabel\">PreK&#x2013;12</h2>"
    },
    {
      "index": 3,
      "text": "Browse by Subject",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Subject</h2>"
    },
    {
      "index": 4,
      "text": "Purchase",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Purchase</h2>"
    },
    {
      "index": 5,
      "text": "Discover Resources for your Classroom & School",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Resources for your Classroom &amp; School</h2>"
    },
    {
      "index": 6,
      "text": "Discover Our Principles",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Discover Our Principles</h2>"
    },
    {
      "index": 7,
      "text": "Connect",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Connect</h2>"
    },
    {
      "index": 8,
      "text": "Support",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "index": 9,
      "text": "Higher Ed",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\" id=\"hePanelLabel\">Higher Ed</h2>"
    },
    {
      "index": 10,
      "text": "Browse by Discipline",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Browse by Discipline</h2>"
    },
    {
      "index": 11,
      "text": "Digital Products",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Digital Products</h2>"
    },
    {
      "index": 12,
      "text": "Services",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Services</h2>"
    },
    {
      "index": 13,
      "text": "Campuswide Solutions",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Campuswide Solutions</h2>"
    },
    {
      "index": 14,
      "text": "Events",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Events</h2>"
    },
    {
      "index": 15,
      "text": "Support",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title fw-bold h3\" id=\"PanelLabel\">Support</h2>"
    },
    {
      "index": 16,
      "text": "Sign In",
      "isQuestion": false,
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">Sign In</h2>"
    },
    {
      "index": 17,
      "text": "Select Region",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\" id=\"region-selector-label\">Select Region</h2>"
    },
    {
      "index": 18,
      "text": "Select Region",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "index": 19,
      "text": "Select Region",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "index": 20,
      "text": "Select Region",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "index": 21,
      "text": "Select Region",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title\">Select Region</h2>"
    },
    {
      "index": 22,
      "text": "My Account",
      "isQuestion": false,
      "html": "<h2 id=\"modal-header-\" class=\"modal-title fs-5 w-100 text-start\">My Account</h2>"
    },
    {
      "index": 23,
      "text": "Search",
      "isQuestion": false,
      "html": "<h2 class=\"offcanvas-title h5\" id=\"searchPanelLabel\">Search</h2>"
    },
    {
      "index": 24,
      "text": "Happy Teacher Appreciation Month.",
      "isQuestion": false,
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "index": 25,
      "text": "We’re Here for Instructors & Students Alike",
      "isQuestion": false,
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "index": 26,
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "isQuestion": false,
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "index": 27,
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "isQuestion": false,
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "index": 28,
      "text": "Happy Teacher Appreciation Month.",
      "isQuestion": false,
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "index": 29,
      "text": "We’re Here for Instructors & Students Alike",
      "isQuestion": false,
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "index": 30,
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "isQuestion": false,
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "index": 31,
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "isQuestion": false,
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "index": 32,
      "text": "Happy Teacher Appreciation Month.",
      "isQuestion": false,
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "index": 33,
      "text": "We’re Here for Instructors & Students Alike",
      "isQuestion": false,
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "index": 34,
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "isQuestion": false,
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "index": 35,
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "isQuestion": false,
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "index": 36,
      "text": "Happy Teacher Appreciation Month.",
      "isQuestion": false,
      "html": "<h2><strong>Happy Teacher Appreciation Month.</strong></h2>"
    },
    {
      "index": 37,
      "text": "We’re Here for Instructors & Students Alike",
      "isQuestion": false,
      "html": "<h2><b>We&#x2019;re Here for Instructors &amp; Students Alike</b></h2>"
    },
    {
      "index": 38,
      "text": "Guiding You Towards Your Career Goals in Today's Digital Age",
      "isQuestion": false,
      "html": "<h2><b>Guiding You Towards Your Career Goals in Today&apos;s Digital Age</b></h2>"
    },
    {
      "index": 39,
      "text": "Serving Educators in Over 100 Countries & 80 Languages",
      "isQuestion": false,
      "html": "<h2><b>Serving Educators in Over 100 Countries &amp; 80 Languages</b></h2>"
    },
    {
      "index": 40,
      "text": "Latest News",
      "isQuestion": false,
      "html": "<h2><b>Latest News</b></h2>"
    },
    {
      "index": 41,
      "text": "Our Culture",
      "isQuestion": false,
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "index": 42,
      "text": "Our Culture",
      "isQuestion": false,
      "html": "<h2><b>Our Culture</b><br> </h2>"
    },
    {
      "index": 43,
      "text": "Company Info",
      "isQuestion": false,
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Company Info</span></span></span></h2>"
    },
    {
      "index": 44,
      "text": "Get Help",
      "isQuestion": false,
      "html": "<h2><span class=\"fs-5\"><span class=\"text-white\"><span class=\"fw-medium\">Get Help</span></span></span></h2>"
    },
    {
      "index": 45,
      "text": "Additional Resources",
      "isQuestion": false,
      "html": "<h2><span class=\"text-white\"><span class=\"fs-5\"><span class=\"fw-medium\">Additional Resources</span></span></span></h2>"
    },
    {
      "index": 46,
      "text": "Follow McGraw Hill",
      "isQuestion": false,
      "html": "<h2><span class=\"fs-large\"><span class=\"text-white\"><span class=\"fw-medium\">Follow McGraw Hill</span></span></span></h2>"
    },
    {
      "index": 47,
      "text": "Privacy Preference Center",
      "isQuestion": false,
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "score": 75,
  "weight": 4
}

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": 403,
            "contentType": "application/xml",
            "length": 111
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 403,
            "contentType": "application/xml",
            "length": 111
          }
        ]
      },
      "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": 17,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 2,
        "match": "my account"
      }
    ]
  },
  "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": 403,
        "contentType": "application/xml"
      },
      "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": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<Error><Code>AccessDenied</Code><Message>Access Denied</Message></Error>"
      },
      "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.mheducation.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.mheducation.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.mheducation.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.mheducation.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": 17,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 2,
        "match": "my account"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

3 links found

Fix guidance

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

References

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

Evidence

{
  "displayValue": "3 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

50 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/)"
}

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

50 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

1 warning 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": "1 warning 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

LCP breakdown

10 Fail

Check name

LCP breakdown

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.

References

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

Evidence

{
  "description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}

Performance and AccessibilityPerformanceBrowser audit

LCP request discovery

10 Fail

Check name

LCP request discovery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading

References

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

Evidence

{
  "description": "[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading"
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

10 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2.2 s

Fix guidance

Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).

References

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

Evidence

{
  "displayValue": "2.2 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 2200.550999999995
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused CSS

10 Fail

Check name

Reduce unused CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 497 KiB

Fix guidance

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).

References

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

Evidence

{
  "displayValue": "Est savings of 497 KiB",
  "description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
  "numericValue": 160
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

10 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,843 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 1,843 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 360
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

5 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 5,489 KiB

Fix guidance

Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).

References

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

Evidence

{
  "displayValue": "Total size was 5,489 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 5620706
}

Performance and AccessibilityPerformanceBrowser audit

Duplicated JavaScript

5 Warning

Check name

Duplicated JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 40 KiB

Fix guidance

Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity.

References

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

Evidence

{
  "displayValue": "Est savings of 40 KiB",
  "description": "Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity."
}

Performance and AccessibilityPerformanceBrowser audit

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

5 Warning

Check name

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

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

5 Warning

Check name

Improve image delivery

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 373 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 373 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

4 Fail

Check name

Loading performance

Score

56/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

References

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

Evidence

{
  "checks": [
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 50 ms",
      "numericValue": 48
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 19,
      "displayValue": "3.4 s",
      "numericValue": 3365.4837022834936
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 65,
      "displayValue": "200 ms",
      "numericValue": 204.99999999999955
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 8.071515
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 42,
      "displayValue": "4.9 s",
      "numericValue": 4936.7647397348
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 41,
      "displayValue": "1.8 s",
      "numericValue": 1755.3917988716805
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 34,
      "displayValue": "3.0 s",
      "numericValue": 2995.7962648426274
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 44,
      "displayValue": "380 ms",
      "numericValue": 384.9856027610449
    }
  ]
}

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

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 12, 2026	50/100	Level 3, Bot-Aware	Current report