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https://www.udacity.com/

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Jun 9, 2026, 8:21 AM

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https://www.udacity.com/

SCANNED

Jun 9, 2026, 8:21:00 AMJun 9, 2026, 8:21 AM

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49/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

No page title captured

Learn. Lead. Transform. Build in-demand skills to unlock your potential and drive outcomes for your career and business. For Individuals For Businesses Most Popular Build AI systems that act. Join the over 19,000 learners who’ve built thousands of AI agents a...

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	32	Priority fix	5	18	0	View details
Discoverability	29	Priority fix	2	7	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	57	Needs work	4	5	11	View details
GEO Readiness	62	Needs work	2	1	3	View details
AIO Readiness	55	Needs work	1	2	4	View details
AEO Readiness	54	Needs work	1	2	4	View details
SEO	100	Strong	11	0	0
SEO	100	Strong	11	0	0
Security & Trust	80	Mostly ready	8	1	0	View details
Security & Trust	80	Mostly ready	4	1	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	66	Needs work	18	7	2	View details
Performance	50	Needs work	10	6	2	View details
Accessibility	96	Strong	8	1	0	View details

Prioritized recommendations

Issues ranked by score impact

51 items need attention

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

100 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
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
      },
      "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
}

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; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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 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; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 51488,
        "excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"index,fo",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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 DiscoverabilityContent ReadinessEstablished

Structured data

Structured data is missing or incomplete.

25 Fail

Needs attention

Structured data

Failed check

Issue

No structured data (JSON-LD, Microdata, or RDFa) found on page.

Why it matters

Structured data gives agents explicit entities, relationships, and page meaning that are harder to infer reliably from visual layout alone.

Check name

Structured data

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose machine-readable page entities and relationships.

Result

Structured data is missing or incomplete.

Evidence

{
  "jsonLdBlocks": 0,
  "microdata": false,
  "rdfa": false
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check

Issue

FAQ content was detected but no FAQPage schema was found.

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence

{
  "found": false,
  "visibleFaq": true,
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 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.

20 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".

20 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 DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 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": []
}

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.udacity.com",
        "probes": [
          {
            "name": "_index._agents.www.udacity.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.udacity.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.udacity.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "udacity.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="email"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 146,
        "interactiveWithTags": 0,
        "totalCount": 147,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> 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": 1,
        "issues": [
          "<input name=\"email\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 146,
        "interactiveWithTags": 0,
        "totalCount": 147,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 1,
    "formsWithTags": 0,
    "totalInteractive": 146,
    "interactiveWithTags": 0,
    "totalCount": 147,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"email\"> 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

GEO: Entity clarity

GEO: Entity clarity scored 25/100 and needs a fix.

11 Fail

Needs attention

GEO: Entity clarity

Failed check

Issue

Title/H1 terms missing from description: learn, lead, transform.

Details

Why it matters

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

Check name

GEO: Entity clarity

Score

25/100

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: Entity clarity scored 25/100 and needs a fix.

Evidence

{
  "title": "",
  "h1": "Learn. Lead. Transform.",
  "description": "",
  "topicOverlap": 0,
  "topicTerms": [
    "learn",
    "lead",
    "transform"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "learn",
    "lead",
    "transform"
  ],
  "score": 25,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

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

7 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

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/report/generative-ai-for-product-leaders",
      "text": "What product leaders are getting wrong about the use of generative AI",
      "html": "<a href=\"/report/generative-ai-for-product-leaders\" class=\"chakra-linkbox__overlay css-yftlce\">What product leaders are getting wrong about the use of generative AI</a>"
    },
    {
      "href": "/report/generative-ai-for-product-leaders",
      "text": "What product leaders are getting wrong about the use of generative AI",
      "html": "<a href=\"/report/generative-ai-for-product-leaders\" class=\"chakra-linkbox__overlay css-yftlce\">What product leaders are getting wrong about the use of generative AI</a>"
    },
    {
      "href": "/about-us",
      "text": "About Us",
      "html": "<a class=\"chakra-link css-14nyhqp\" href=\"/about-us\">About Us<!-- --> </a>"
    },
    {
      "href": "/about-us",
      "text": "About Us",
      "html": "<a class=\"chakra-link css-14nyhqp\" href=\"/about-us\">About Us<!-- --> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.udacity.com/hc/en-us",
      "text": "Help and FAQ",
      "html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-14nyhqp\" href=\"https://support.udacity.com/hc/en-us\">Help and FAQ<!-- --> </a>"
    },
    {
      "href": "https://support.udacity.com/hc/en-us",
      "text": "Help and FAQ",
      "html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-14nyhqp\" href=\"https://support.udacity.com/hc/en-us\">Help and FAQ<!-- --> </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/en-US/legal/terms-of-use",
      "text": "Terms of Use",
      "html": "<a class=\"css-1081t4c\" href=\"/en-US/legal/terms-of-use\">Terms of Use</a>"
    },
    {
      "href": "/legal/privacy",
      "text": "Privacy Policy",
      "html": "<a class=\"css-1081t4c\" href=\"/legal/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/legal",
      "text": "Legal & Privacy",
      "html": "<a class=\"chakra-link css-1cq7phn\" href=\"/legal\">Legal &amp; Privacy<!-- --> </a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

5 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/report/generative-ai-for-product-leaders",
      "text": "What product leaders are getting wrong about the use of generative AI",
      "html": "<a href=\"/report/generative-ai-for-product-leaders\" class=\"chakra-linkbox__overlay css-yftlce\">What product leaders are getting wrong about the use of generative AI</a>"
    },
    {
      "href": "/report/generative-ai-for-product-leaders",
      "text": "What product leaders are getting wrong about the use of generative AI",
      "html": "<a href=\"/report/generative-ai-for-product-leaders\" class=\"chakra-linkbox__overlay css-yftlce\">What product leaders are getting wrong about the use of generative AI</a>"
    },
    {
      "href": "/about-us",
      "text": "About Us",
      "html": "<a class=\"chakra-link css-14nyhqp\" href=\"/about-us\">About Us<!-- --> </a>"
    },
    {
      "href": "/about-us",
      "text": "About Us",
      "html": "<a class=\"chakra-link css-14nyhqp\" href=\"/about-us\">About Us<!-- --> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.udacity.com/hc/en-us",
      "text": "Help and FAQ",
      "html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-14nyhqp\" href=\"https://support.udacity.com/hc/en-us\">Help and FAQ<!-- --> </a>"
    },
    {
      "href": "https://support.udacity.com/hc/en-us",
      "text": "Help and FAQ",
      "html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-14nyhqp\" href=\"https://support.udacity.com/hc/en-us\">Help and FAQ<!-- --> </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/en-US/legal/terms-of-use",
      "text": "Terms of Use",
      "html": "<a class=\"css-1081t4c\" href=\"/en-US/legal/terms-of-use\">Terms of Use</a>"
    },
    {
      "href": "/legal/privacy",
      "text": "Privacy Policy",
      "html": "<a class=\"css-1081t4c\" href=\"/legal/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/legal",
      "text": "Legal & Privacy",
      "html": "<a class=\"chakra-link css-1cq7phn\" href=\"/legal\">Legal &amp; Privacy<!-- --> </a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

5 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, 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": true,
  "definitionPatterns": 9,
  "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",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 35/100 and needs a fix.

4 Fail

Needs attention

AEO: Entity and definition clarity

Failed check

Issue

Entity or definition gaps: learn, lead, transform.

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

35/100

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: Entity and definition clarity scored 35/100 and needs a fix.

Evidence

{
  "title": "",
  "h1": "Learn. Lead. Transform.",
  "description": "",
  "topicOverlap": 0,
  "definitionCount": 9,
  "topicTerms": [
    "learn",
    "lead",
    "transform"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "learn",
    "lead",
    "transform"
  ],
  "score": 35,
  "weight": 18
}

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

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

Details

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 18,
  "passing": 1,
  "failing": [
    {
      "heading": "Build AI systems that act.",
      "headingHtml": "<h2 class=\"chakra-heading css-140lhgi\"><a href=\"/course/agentic-ai--nd900\" class=\"chakra-linkbox__overlay css-1hnz6hu\">Build AI systems that act.</a></h2>",
      "firstParagraph": "Join the over 19,000 learners who’ve built thousands of AI agents and multi-agent systems.",
      "paragraphHtml": "<p class=\"chakra-text css-1d424lb\">Join the over 19,000 learners who&#x2019;ve built thousands of AI agents and multi-agent systems.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Skill development that drives results",
      "headingHtml": "<h2 class=\"chakra-heading css-10iws9b\">Skill development that drives results</h2>",
      "firstParagraph": "Master today's most in-demand skills in AI, Data, Programming and beyond through Udacity's hands-on projects, expert mentorship, and flexible programs built with the world's leading tech companies.",
      "paragraphHtml": "<p class=\"chakra-text css-19ydcg2\">Master today&apos;s most in-demand skills in AI, Data, Programming and beyond through Udacity&apos;s hands-on projects, expert mentorship, and flexible programs built with the world&apos;s leading tech companies.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hands-on learning",
      "headingHtml": "<h2 class=\"chakra-heading css-zbqsxy\">Hands-on learning</h2>",
      "firstParagraph": "Learn by building",
      "paragraphHtml": "<p class=\"chakra-heading css-1lmf899\">Learn by building</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Personalized support",
      "headingHtml": "<h2 class=\"chakra-heading css-zbqsxy\">Personalized support</h2>",
      "firstParagraph": "Support, anytime you need it",
      "paragraphHtml": "<p class=\"chakra-heading css-1lmf899\">Support, anytime you need it</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Measurable outcomes",
      "headingHtml": "<h2 class=\"chakra-heading css-zbqsxy\">Measurable outcomes</h2>",
      "firstParagraph": "Progress you can see",
      "paragraphHtml": "<p class=\"chakra-heading css-1lmf899\">Progress you can see</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Master the skills that matter most",
      "headingHtml": "<h2 class=\"chakra-heading css-17eoujq\">Master the skills that matter most</h2>",
      "firstParagraph": "Embark on a transformative journey into Generative AI! We'll start by diving into the essentials with an introductory course, progress to mastering text generation with Large Language Models, unravel the complexities of image creation in computer vision and cap it off by bringing AI to life in real-world application...",
      "paragraphHtml": "<p class=\"chakra-text css-963j58\">Embark on a transformative journey into Generative AI! We&apos;ll start by diving into the essentials with an introductory course, progress to mastering text generation with Large Language Models, unravel the complexities of image creation in computer vision and cap it off by bringing AI to life in real-world applications. From foundational theories to building sophisticated chatbots and AI agents, this program will empower you with job-ready skills in the ex...",
      "words": 74,
      "direct": false,
      "issue": "First paragraph is 74 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by the world's most innovative companies",
      "headingHtml": "<h2 class=\"chakra-heading css-10k0c3h\">Trusted by the world&apos;s most innovative companies</h2>",
      "firstParagraph": "Global leaders partner with Udacity to drive workforce transformation and unlock their organization's full potential through cutting-edge tech skills.",
      "paragraphHtml": "<p class=\"chakra-text css-19ydcg2\">Global leaders partner with Udacity to drive workforce transformation and unlock their organization&apos;s full potential through cutting-edge tech skills.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Success that speaks for itself",
      "headingHtml": "<h2 class=\"chakra-heading css-10iws9b\">Success that speaks for itself</h2>",
      "firstParagraph": "Join the 25M+ learners who have skilled up and stood out.",
      "paragraphHtml": "<p class=\"chakra-text css-19ydcg2\">Join the 25M+ learners who have skilled up and stood out.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "From tire shop technician to business analyst",
      "headingHtml": "<h3 class=\"chakra-heading css-1a1n3y5\">From tire shop technician to business analyst</h3>",
      "firstParagraph": "After graduating from a Udacity Nanodegree program, Michael was able to break into a new career at a Fortune 100 company.",
      "paragraphHtml": "<p class=\"chakra-text css-1i6o9mp\">After graduating from a Udacity Nanodegree program, Michael was able to break into a new career at a Fortune 100 company.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Develop the skills that move the world forward.",
      "headingHtml": "<h2 class=\"chakra-heading css-570w9a\">Develop the skills that move the world forward.</h2>",
      "firstParagraph": "Learn how you and your business can transform with Udacity.",
      "paragraphHtml": "<p class=\"chakra-text css-4q5k05\">Learn how you and your business can transform with Udacity.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Schools built for every ambition",
      "headingHtml": "<h2 class=\"chakra-heading css-10iws9b\">Schools built for every ambition</h2>",
      "firstParagraph": "Browse programs by School to discover what you want to learn, from AI to Cybersecurity and beyond.",
      "paragraphHtml": "<p class=\"chakra-text css-19ydcg2\">Browse programs by School to discover what you want to learn, from AI to Cybersecurity and beyond.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Stay ahead of what's next",
      "headingHtml": "<h2 class=\"chakra-heading css-1ca7yy5\">Stay ahead of what&apos;s next</h2>",
      "firstParagraph": "Research and insights from tech experts and thought leaders so you're always on top of tech's latest trends",
      "paragraphHtml": "<p class=\"chakra-text css-kp14ws\">Research and insights from tech experts and thought leaders so you&apos;re always on top of tech&apos;s latest trends</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Company",
      "headingHtml": "<h2 class=\"chakra-heading css-1exblzv\">Company</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Resources",
      "headingHtml": "<h2 class=\"chakra-heading css-1exblzv\">Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Udacity Schools",
      "headingHtml": "<h2 class=\"chakra-heading css-1exblzv\">Udacity Schools</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Featured Programs",
      "headingHtml": "<h2 class=\"chakra-heading css-1exblzv\">Featured Programs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Only at Udacity",
      "headingHtml": "<h2 class=\"chakra-heading css-1exblzv\">Only at Udacity</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "h2Count": 17,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

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": 5,
  "citablePassages": 2,
  "failingCandidateParagraphs": [
    {
      "index": 13,
      "heading": "H2: Master the skills that matter most",
      "text": "Embark on a transformative journey into Generative AI! We'll start by diving into the essentials with an introductory course, progress to mastering text generation with Large Language Models, unravel the complexities of image creation in computer vision and cap it off by bringing AI to life in real-world applications. From foundational theories to building sophisticated chatbots and AI agents, this program will em...",
      "words": 74,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (74 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"chakra-text css-963j58\">Embark on a transformative journey into Generative AI! We&apos;ll start by diving into the essentials with an introductory course, progress to mastering text generation with Large Language Models, unravel the complexities of image creation in computer vision and cap it off by bringing AI to life in real-world applications. From foundational theories to building sophisticated chatbots and AI agents, this program will empower you with job-ready skills in the ex..."
    },
    {
      "index": 18,
      "heading": "H2: Master the skills that matter most",
      "text": "Go beyond single chatbots to engineer sophisticated, coordinated teams of AI agents. This Nanodegree guides you from advanced prompting techniques like Chain-of-Thought and ReAct to designing agentic workflows with patterns like Routing and Parallelization. You'll master building and orchestrating agents in Python that can reason, plan, and use tools to interact with databases and external APIs. Build a powerful p...",
      "words": 83,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"chakra-text css-963j58\">Go beyond single chatbots to engineer sophisticated, coordinated teams of AI agents. This Nanodegree guides you from advanced prompting techniques like Chain-of-Thought and ReAct to designing agentic workflows with patterns like Routing and Parallelization. You&apos;ll master building and orchestrating agents in Python that can reason, plan, and use tools to interact with databases and external APIs. Build a powerful portfolio by tackling hands-on projects, i..."
    },
    {
      "index": 81,
      "heading": "H2: Master the skills that matter most",
      "text": "Build foundational skills in deep learning by designing and training neural networks to solve complex real-world problems. You'll begin with the essentials of neural networks, advancing to specialized architectures like Convolutional and Recurrent Neural Networks, along with Generative Adversarial Networks. Through projects, create models for applications such as image classification, sentiment analysis, and face...",
      "words": 86,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"chakra-text css-963j58\">Build foundational skills in deep learning by designing and training neural networks to solve complex real-world problems. You&apos;ll begin with the essentials of neural networks, advancing to specialized architectures like Convolutional and Recurrent Neural Networks, along with Generative Adversarial Networks. Through projects, create models for applications such as image classification, sentiment analysis, and face generation, gaining hands-on experience w..."
    }
  ],
  "citableParagraphs": [
    {
      "index": 22,
      "heading": "H2: Master the skills that matter most",
      "text": "Develop a strong foundation in Python programming for AI, utilizing tools like NumPy, pandas, and Matplotlib for data analysis and visualization. Learn how to use, build, and train machine learning models with popular Python libraries. Implement neural networks using PyTorch. Gain practical experience with deep learning frameworks by applying your skills through hands-on projects. Explore generative AI with Transf...",
      "words": 110,
      "hasEvidence": true,
      "reasons": [],
      "html": "<p class=\"chakra-text css-963j58\">Develop a strong foundation in Python programming for AI, utilizing tools like NumPy, pandas, and Matplotlib for data analysis and visualization. Learn how to use, build, and train machine learning models with popular Python libraries. Implement neural networks using PyTorch. Gain practical experience with deep learning frameworks by applying your skills through hands-on projects. Explore generative AI with Transformer neural networks, learn to build, train,..."
    },
    {
      "index": 46,
      "heading": "H2: Master the skills that matter most",
      "text": "Clean up messy data, uncover patterns and insights, and communicate your findings. You'll start with an introduction to data analysis tools, including Jupyter Notebook, NumPy, pandas, and Matplotlib. Using these tools, you will ask questions about data and answer them through data collection, exploration, wrangling, and visualization. This intermediate-level program includes real-world projects where you will choo...",
      "words": 102,
      "hasEvidence": true,
      "reasons": [],
      "html": "<p class=\"chakra-text css-963j58\">Clean up messy data, uncover patterns and insights, and communicate your findings. You&apos;ll start with an introduction to data analysis tools, including Jupyter Notebook, NumPy, pandas, and Matplotlib. Using these tools, you will ask questions about data and answer them through data collection, exploration, wrangling, and visualization. This intermediate-level program includes real-world projects where you will choose your own datasets, research questions,..."
    }
  ],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Google eligibility and indexability

AIO: Google eligibility and indexability scored 80/100 and needs improvement.

1 Warning

Needs attention

AIO: Google eligibility and indexability

Warning

Issue

Canonical tag is missing.

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: Google eligibility and indexability

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Google eligibility and indexability scored 80/100 and needs improvement.

Evidence

{
  "status": 200,
  "googlebotBlocked": false,
  "metaRobotsTags": [],
  "xRobotsTag": "",
  "canonical": "",
  "finalUrl": "https://www.udacity.com/",
  "canonicalScore": 0,
  "score": 80,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

1 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 18,
  "passing": 1,
  "failing": [
    {
      "heading": "Build AI systems that act.",
      "headingHtml": "<h2 class=\"chakra-heading css-140lhgi\"><a href=\"/course/agentic-ai--nd900\" class=\"chakra-linkbox__overlay css-1hnz6hu\">Build AI systems that act.</a></h2>",
      "firstParagraph": "Join the over 19,000 learners who’ve built thousands of AI agents and multi-agent systems.",
      "paragraphHtml": "<p class=\"chakra-text css-1d424lb\">Join the over 19,000 learners who&#x2019;ve built thousands of AI agents and multi-agent systems.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Skill development that drives results",
      "headingHtml": "<h2 class=\"chakra-heading css-10iws9b\">Skill development that drives results</h2>",
      "firstParagraph": "Master today's most in-demand skills in AI, Data, Programming and beyond through Udacity's hands-on projects, expert mentorship, and flexible programs built with the world's leading tech companies.",
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 75/100 and needs improvement.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

72 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Page experience for AIO scored 75/100 and needs improvement.

Evidence

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  "visibleWords": 2181,
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      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/cloud-computing.svg\">"
    },
    {
      "src": "/images/school-icons/shields/autonomous-systems.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/autonomous-systems.svg\">"
    },
    {
      "src": "/images/school-icons/shields/cybersecurity.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/cybersecurity.svg\">"
    },
    {
      "src": "/images/school-icons/shields/product-management.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/product-management.svg\">"
    },
    {
      "src": "/images/school-icons/shields/career-resources.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/career-resources.svg\">"
    },
    {
      "src": "/images/school-icons/shields/animation-and-game-dev.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/animation-and-game-dev.svg\">"
    },
    {
      "src": "/images/school-icons/shields/devops.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;pointer-events:none\" src=\"/images/school-icons/shields/devops.svg\">"
    },
    {
      "src": "/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&w=3840&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-..."
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/ripple.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;mix-blend-mode:overlay;pointer-events:none\" src=\"/images/experiments/ab_plp_redesign_2025/ripple.svg\">"
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/diagonal-lines.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;pointer-events:none;mix-blend-mode:overlay\" src=\"/images/experiments/ab_plp_redesign_2025/diagonal-lines.svg\">"
    },
    {
      "src": "/_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&w=3840&q=80",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=640&amp;q=80 640w, /_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=750&amp;q=80 750w, /_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=828&amp;q=80 828w, /_next/image?url=%2Fimage..."
    },
    {
      "src": "/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&w=3840&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025..."
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/ripple.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;mix-blend-mode:overlay;pointer-events:none\" src=\"/images/experiments/ab_plp_redesign_2025/ripple.svg\">"
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/diagonal-lines.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;pointer-events:none;mix-blend-mode:overlay\" src=\"/images/experiments/ab_plp_redesign_2025/diagonal-lines.svg\">"
    },
    {
      "src": "/_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&w=3840&q=80",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=640&amp;q=80 640w, /_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=750&amp;q=80 750w, /_next/image?url=%2Fimages%2Faccreditation%2Fmarty-cagan.png&amp;w=828&amp;q=80 828w, /_next/image?url=%2Fimage..."
    },
    {
      "src": "/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&w=3840&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-bg.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fstreet-..."
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/ripple.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;mix-blend-mode:overlay;pointer-events:none\" src=\"/images/experiments/ab_plp_redesign_2025/ripple.svg\">"
    },
    {
      "src": "/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&w=3840&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent;pointer-events:none\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025%2Fskyscrapers-bg.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fimages%2Fexperiments%2Fab_plp_redesign_2025..."
    },
    {
      "src": "/images/experiments/ab_plp_redesign_2025/ripple.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:top right;color:transparent;mix-blend-mode:overlay;pointer-events:none\" src=\"/images/experiments/ab_plp_redesign_2025/ripple.svg\">"
    }
  ],
  "possibleDialogs": [
    "<section id=\"popover-content-:R56dcqql56nl6H1:\" tabindex=\"-1\" role=\"dialog\" class=\"chakra-popover__content css-1a3afzx\" style=\"transform-origin:var(--popper-transform-origin);opacity:0;visibility:hidden;transform:scale(0.95) translateZ(0)\"><div data-popper-arrow style=\"position:absolute\" class=\"chakra-popover__arrow-positioner css-0\"><div class=\"chakra-popover__arrow css-0\" data-popper-arrow-inner></div></div><button type=\"button\" aria-label=\"Close\" class=\"chakra-popover__close-btn css-9picqg..."
  ],
  "score": 75,
  "weight": 10
}

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: 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": "Build AI systems that act.",
      "html": "<h2 class=\"chakra-heading css-140lhgi\"><a href=\"/course/agentic-ai--nd900\" class=\"chakra-linkbox__overlay css-1hnz6hu\">Build AI systems that act.</a></h2>"
    },
    {
      "text": "Skill development that drives results",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Skill development that drives results</h2>"
    },
    {
      "text": "Hands-on learning",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Hands-on learning</h2>"
    },
    {
      "text": "Personalized support",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Personalized support</h2>"
    },
    {
      "text": "Measurable outcomes",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Measurable outcomes</h2>"
    },
    {
      "text": "Master the skills that matter most",
      "html": "<h2 class=\"chakra-heading css-17eoujq\">Master the skills that matter most</h2>"
    },
    {
      "text": "Trusted by the world's most innovative companies",
      "html": "<h2 class=\"chakra-heading css-10k0c3h\">Trusted by the world&apos;s most innovative companies</h2>"
    },
    {
      "text": "Success that speaks for itself",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Success that speaks for itself</h2>"
    },
    {
      "text": "Mentorship made for you",
      "html": "<h2 class=\"chakra-heading css-bjewaa\" id=\"mentors-title\">Mentorship made for you</h2>"
    },
    {
      "text": "Develop the skills that move the world forward.",
      "html": "<h2 class=\"chakra-heading css-570w9a\">Develop the skills that move the world forward.</h2>"
    },
    {
      "text": "Schools built for every ambition",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Schools built for every ambition</h2>"
    },
    {
      "text": "Stay ahead of what's next",
      "html": "<h2 class=\"chakra-heading css-1ca7yy5\">Stay ahead of what&apos;s next</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Company</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Resources</h2>"
    },
    {
      "text": "Udacity Schools",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Udacity Schools</h2>"
    },
    {
      "text": "Featured Programs",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Featured Programs</h2>"
    },
    {
      "text": "Only at Udacity",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Only at Udacity</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Learn. Lead. Transform. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Learn. Lead. Transform. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Learn. Lead. Transform. compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Learn. Lead. Transform. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Learn. Lead. Transform. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Learn. Lead. Transform. 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; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "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: 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": "Build AI systems that act.",
      "html": "<h2 class=\"chakra-heading css-140lhgi\"><a href=\"/course/agentic-ai--nd900\" class=\"chakra-linkbox__overlay css-1hnz6hu\">Build AI systems that act.</a></h2>"
    },
    {
      "text": "Skill development that drives results",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Skill development that drives results</h2>"
    },
    {
      "text": "Hands-on learning",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Hands-on learning</h2>"
    },
    {
      "text": "Personalized support",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Personalized support</h2>"
    },
    {
      "text": "Measurable outcomes",
      "html": "<h2 class=\"chakra-heading css-zbqsxy\">Measurable outcomes</h2>"
    },
    {
      "text": "Master the skills that matter most",
      "html": "<h2 class=\"chakra-heading css-17eoujq\">Master the skills that matter most</h2>"
    },
    {
      "text": "Trusted by the world's most innovative companies",
      "html": "<h2 class=\"chakra-heading css-10k0c3h\">Trusted by the world&apos;s most innovative companies</h2>"
    },
    {
      "text": "Success that speaks for itself",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Success that speaks for itself</h2>"
    },
    {
      "text": "Mentorship made for you",
      "html": "<h2 class=\"chakra-heading css-bjewaa\" id=\"mentors-title\">Mentorship made for you</h2>"
    },
    {
      "text": "Develop the skills that move the world forward.",
      "html": "<h2 class=\"chakra-heading css-570w9a\">Develop the skills that move the world forward.</h2>"
    },
    {
      "text": "Schools built for every ambition",
      "html": "<h2 class=\"chakra-heading css-10iws9b\">Schools built for every ambition</h2>"
    },
    {
      "text": "Stay ahead of what's next",
      "html": "<h2 class=\"chakra-heading css-1ca7yy5\">Stay ahead of what&apos;s next</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Company</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Resources</h2>"
    },
    {
      "text": "Udacity Schools",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Udacity Schools</h2>"
    },
    {
      "text": "Featured Programs",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Featured Programs</h2>"
    },
    {
      "text": "Only at Udacity",
      "html": "<h2 class=\"chakra-heading css-1exblzv\">Only at Udacity</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Learn. Lead. Transform. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Learn. Lead. Transform. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Learn. Lead. Transform. compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Learn. Lead. Transform. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Learn. Lead. Transform.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Learn. Lead. Transform. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Learn. Lead. Transform. compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.

Why it matters

Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.

Result

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

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 117041,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 114783,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/title",
            "https://www.udacity.com/404\"/><meta",
            "https://cdn.sanity.io/images/tlr8oxjg/production/7cc0b59f97026b44887add8983f9ed3b5664a3eb-1200x630.webp?fit=crop&amp;w=1200&amp;h=630\"/><link",
            "https://www.udacity.com/404\"/><link",
            "/favicon/favicon.ico",
            "/png",
            "/favicon/favicon-32x32.png",
            "/png",
            "/favicon/favicon-16x16.png",
            "/favicon/apple-touch-icon.png"
          ],
          "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 117041,
        "text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:url\" content=\"https://www.udacity.com/404\"/><meta property=\"og:type\" content=\"website\"/><meta property=\"og:image\" content=\"https://cdn.sanity.io/images/tlr8oxjg/production/7cc0b59f97026b44887add8983f9ed3b5664a3eb-1200x630.webp?fit=crop&amp;w=1200&amp;h=630\"/><link rel=\"canonical\" href=\"https://www.udacity.com/404\"/><link rel=\"icon\" href=\"/favicon/favicon.ico\"/><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/favicon/favicon-32x32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/favicon/favicon-16x16.png\"/><link rel=\"apple-touch-icon\" href=\"/favicon/apple-touch-icon.png\" sizes=\"180x180\"/><link rel=\"manifest\" href=\"/favicon/site.webmanifest\"/><link href=\"https://sgmt.udacity.com\" rel=\"preconnect\"/><link href=\"https://transcend-cdn.com\" rel=\"preconnect\"/><meta name=\"next-head-count\" content=\"18\"/><link rel=\"preload\" href=\"/_next/static/media/e4af272ccee01ff0-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/636a5ac981f94f8b-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1f54c84255ccf44e-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/3667c091265cf81b-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/606cd925211e874e.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/606cd925211e874e.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" nomodule=\"\" src=\"/_next/static/chunks/polyfills-78c92fac7aa8fdd8.js\"></script><script id=\"transcend\" src=\"https://transcend-cdn.com/cm/fabf1c8c-2efe-431a-a7f5-bfa47023d804/airgap.js\" defer=\"\" data-nscript=\"beforeInteractive\"></script><script src=\"/_next/static/chunks/webpack-21a84665aca52ad4.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-a4a084c340f1dbf7.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-5568c60c70629abf.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-bca84164a49a630f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7515-ca3c6bc643f3bfc3.js\" defer=\"\"></script><script src=\"/_next/static/chunks/5938-0dd05c910f63b930.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7213-7cdb8fd3e9441f80.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4402-f7355b0e194b7203.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4300-7d56e2f705e1c793.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4744-7bda27b95a145007.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4591-40d5a5ced419810f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1606-a9713463ecbb7e73.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1615-9614b4fd2ae40afd.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-7e4277d3a45e5ba2.js\" defer=\"\"></script><script src=\"/_next/static/ddc677b1-ce54-42b0-b58c-b23e12cfa558_27576ec1/_buildManifest.js\" defer=\"\"></script><script src=\"/_next/static/ddc677b1-ce54-42b0-b58c-b23e12cfa558_27576ec1/_ssgManif"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 117041,
          "text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:url\" content=\"https://www.udacity.com/404\"/><meta property=\"og:type\" content=\"website\"/><meta property=\"og:image\" content=\"https://cdn.sanity.io/images/tlr8oxjg/production/7cc0b59f97026b44887add8983f9ed3b5664a3eb-1200x630.webp?fit=crop&amp;w=1200&amp;h=630\"/><link rel=\"canonical\" href=\"https://www.udacity.com/404\"/><link rel=\"icon\" href=\"/favicon/favicon.ico\"/><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/favicon/favicon-32x32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/favicon/favicon-16x16.png\"/><link rel=\"apple-touch-icon\" href=\"/favicon/apple-touch-icon.png\" sizes=\"180x180\"/><link rel=\"manifest\" href=\"/favicon/site.webmanifest\"/><link href=\"https://sgmt.udacity.com\" rel=\"preconnect\"/><link href=\"https://transcend-cdn.com\" rel=\"preconnect\"/><meta name=\"next-head-count\" content=\"18\"/><link rel=\"preload\" href=\"/_next/static/media/e4af272ccee01ff0-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/636a5ac981f94f8b-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1f54c84255ccf44e-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/3667c091265cf81b-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/606cd925211e874e.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/606cd925211e874e.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" nomodule=\"\" src=\"/_next/static/chunks/polyfills-78c92fac7aa8fdd8.js\"></script><script id=\"transcend\" src=\"https://transcend-cdn.com/cm/fabf1c8c-2efe-431a-a7f5-bfa47023d804/airgap.js\" defer=\"\" data-nscript=\"beforeInteractive\"></script><script src=\"/_next/static/chunks/webpack-21a84665aca52ad4.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-a4a084c340f1dbf7.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-5568c60c70629abf.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-bca84164a49a630f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7515-ca3c6bc643f3bfc3.js\" defer=\"\"></script><script src=\"/_next/static/chunks/5938-0dd05c910f63b930.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7213-7cdb8fd3e9441f80.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4402-f7355b0e194b7203.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4300-7d56e2f705e1c793.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4744-7bda27b95a145007.js\" defer=\"\"></script><script src=\"/_next/static/chunks/4591-40d5a5ced419810f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1606-a9713463ecbb7e73.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1615-9614b4fd2ae40afd.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-7e4277d3a45e5ba2.js\" defer=\"\"></script><script src=\"/_next/static/ddc677b1-ce54-42b0-b58c-b23e12cfa558_27576ec1/_buildManifest.js\" defer=\"\"></script><script src=\"/_next/static/ddc677b1-ce54-42b0-b58c-b23e12cfa558_27576ec1/_ssgManif"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 117041
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><title>Learn the Latest Tech Skills; Advance Your Career | Udacity</title><meta name=\"robots\" content=\"noindex,nofollow\"/><meta name=\"description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property=\"og:title\" content=\"Learn the Latest Tech Skills; Advance Your Career | Udacity\"/><meta property=\"og:description\" content=\"Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!\"/><meta property="
      },
      "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.udacity.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.udacity.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.udacity.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.udacity.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Elements with `role="dialog"` or `role="alertdialog"` do not have accessible names.

100 Fail

Check name

Elements with `role="dialog"` or `role="alertdialog"` do not have accessible names.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

ARIA dialog elements without accessible names may prevent screen readers users from discerning the purpose of these elements. [Learn how to make ARIA dialog elements more accessible](https://dequeuniversity.com/rules/axe/4.11/aria-dialog-name).

References

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

Evidence

{
  "description": "ARIA dialog elements without accessible names may prevent screen readers users from discerning the purpose of these elements. [Learn how to make ARIA dialog elements more accessible](https://dequeuniversity.com/rules/axe/4.11/aria-dialog-name)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid large layout shifts

13 Fail

Check name

Avoid large layout shifts

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2 layout shifts found

Fix guidance

These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)

References

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

Evidence

{
  "displayValue": "2 layout shifts found",
  "description": "These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)"
}

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

13 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.

References

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

Evidence

{
  "description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}

Performance and AccessibilityPerformanceBrowser audit

Layout shift culprits

13 Fail

Check name

Layout shift culprits

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Layout shifts occur when elements move absent any user interaction. [Investigate the causes of layout shifts](https://developer.chrome.com/docs/performance/insights/cls-culprit), such as elements being added, removed, or their fonts changing as the page loads.

References

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

Evidence

{
  "description": "Layout shifts occur when elements move absent any user interaction. [Investigate the causes of layout shifts](https://developer.chrome.com/docs/performance/insights/cls-culprit), such as elements being added, removed, or their fonts changing as the page loads."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

13 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

3.7 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": "3.7 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": 3747.917999999975
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

13 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,340 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 1,340 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

6 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 7,179 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 7,179 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": 7351220
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused CSS

6 Warning

Check name

Reduce unused CSS

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 11 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 11 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": 0
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

5 Fail

Check name

Loading performance

Score

58/100

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": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 47,
      "displayValue": "260 ms",
      "numericValue": 257.99999999999955
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "110 ms",
      "numericValue": 112.06457999999999
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 11,
      "displayValue": "7.9 s",
      "numericValue": 7939.61223669402
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 7,
      "displayValue": "890 ms",
      "numericValue": 889.4999999999998
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 30 ms",
      "numericValue": 27
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 42,
      "displayValue": "2.5 s",
      "numericValue": 2486.153563139793
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.4 s",
      "numericValue": 355.0001973482488
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 60,
      "displayValue": "2.1 s",
      "numericValue": 2074.0062569418465
    }
  ]
}

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 9, 2026	49/100	Level 2, Agent-Limited	Current report