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48/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability21%Agent Easeof Use6%Security& Trust40%GEO, AIO, AEO69%SEO100%Performance& Accessibility77%
  • AI Discoverability 21 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 40 out of 100
  • GEO, AIO and AEO 69 out of 100
  • SEO 100 out of 100
  • Performance and Accessibility 77 out of 100

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Beyond Security Awareness Training | KnowBe4 Human and Agent Security favicon

Beyond Security Awareness Training | KnowBe4 Human and Agent Security

KnowBe4 is your all-in-one platform for security awareness training, cloud email protection, agent security & more. Trusted by 47 of the top 50 cybersecurity firms.

Next step

Turn this report into a fix workflow

28 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
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
21
Priority fix5171View details
Discoverability
33
Priority fix360View details
Content Readiness
25
Priority fix271View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
69
Needs work5312View details
GEO Readiness
79
Mostly ready204
AIO Readiness
60
Needs work223View details
AEO Readiness
67
Needs work115View details
SEO
100
Strong1100
SEO
100
Strong1100
Security & Trust
40
Priority fix630View details
Security & Trust
40
Priority fix230View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
77
Mostly ready2451View details
Performance
70
Needs work1241View details
Accessibility
90
Strong1210View details

Prioritized recommendations

Issues ranked by score impact

49 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. Fetch advertised API catalog targets

    API Catalog did not expose any same-origin hrefs to validate.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
      },
      "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."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

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

02

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

  1. Find valid OpenAPI document

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

02

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence
{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

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

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": "upgrade-insecure-requests"
}

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

33 Fail

Needs attention

Frame protection

Failed check
01

Issue

Frame protection is missing or incomplete.

02

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence
{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": "upgrade-insecure-requests",
  "cspFrameAncestors": false
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

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

02

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

33 Fail

Needs attention

X-Content-Type-Options

Failed check
01

Issue

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

02

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

25 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

25 Fail

Needs attention

JSON-LD present

Failed check
01

Issue

No JSON-LD blocks found.

02

Why it matters

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

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

JSON-LD present is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

25 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. 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": [
          {
            "url": "/_hcms/cookie-banner/auto-blocking.js?portalId=241394&domain=www.knowbe4.com",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874433/1780669476063/template_main.min.css",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/139483325481/1780417060538/template_slick.min.css",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/140549633171/1780417061378/template_aos.min.css",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874434/1780417055083/template_theme-overrides.min.css",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/38969647180/1741797570194/template_layout-ic.min.css",
            "rel": "preload"
          },
          {
            "url": "https://www.knowbe4.com/hubfs/hub_generated/module_assets/1/161958944855/1754584697982/module_top-banner-local.min.css",
            "rel": "preload"
          }
        ]
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check
01

Issue

llms.txt was not found at the expected path.

02

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    llms.txt was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

02

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

    Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".

  3. 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": 19670,
        "excerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=",
        "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
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

mcp.json was not found at the expected path.

02

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

25 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

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

02

Why it matters

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

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

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

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: 1 links missing accessible names; 1/2 applicable form inputs have autocomplete attributes (1 missing).

Details

02

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"https://partnersapply.knowbe4.com/prospectpartner/s/\"><img src=\"https://www.knowbe4.com/hs-fs/hubfs/Channel%20Partners%20stock_compressed.jpg?width=1100&amp;height=733&amp;name=Channel%20Partners%20stock_compressed.jpg\" alt loading=\"lazy\" width=\"1100\" height=\"733\" style=\"width:240px;max-width: 100%; height: auto;\" srcset=\"https://www.knowbe4.com/hs-fs/hubfs/Channel%20Partners%20stock_compressed.jpg?width=550&amp;height=367&amp;name=Channel%20Partners%20stock_compressed.jpg 550w, https:/"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input type=\"text\" class=\"mobile-nav-search\" placeholder=\"Search\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 21,
    "links": 251,
    "inaccessibleLinks": 1,
    "buttons": 3,
    "inaccessibleButtons": 0,
    "images": 96,
    "imagesWithAlt": 96,
    "autocompleteInputs": 2,
    "inputsWithAutocomplete": 1,
    "missingAutocompleteInputs": 1
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

Agent Skills index was not found at the expected path.

02

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

  1. Fetch to find resource

    Agent Skills index was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

agent.json was not found at the expected path.

02

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    agent.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

agents.json was not found at the expected path.

02

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    agents.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning
01

Issue

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

02

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": "Sun, 07 Jun 2026 04:04:47 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. 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.knowbe4.com",
        "probes": [
          {
            "name": "_index._agents.www.knowbe4.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.knowbe4.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.knowbe4.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "knowbe4.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
01

Issue

WebMCP declarative annotations need fixes.

Details

02

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="q"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing a label.
    • <input> is missing tool-param-description.
  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. 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": 256,
        "interactiveWithTags": 0,
        "totalCount": 257,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"q\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 4,
        "issues": [
          "<input name=\"q\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"q\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 256,
        "interactiveWithTags": 0,
        "totalCount": 257,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"q\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 1,
    "formsWithTags": 0,
    "totalInteractive": 256,
    "interactiveWithTags": 0,
    "totalCount": 257,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"q\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

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

10 Fail

Needs attention

AIO: Visible structured data match

Failed check
01

Issue

No JSON-LD structured data was detected.

Details

02

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "Company Background",
      "html": "<a href=\"https://www.knowbe4.com/about-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Background</div> </div></a>"
    },
    {
      "href": "https://knowbe4swag.com/",
      "text": "Company Merchandise",
      "html": "<a href=\"https://knowbe4swag.com/\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Merchandise</div> </div></a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "LinkedIn",
      "html": "<a href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"nofollow noopener\"> <div class=\"mega-menu-link-image\"> <img src=\"https://www.knowbe4.com/hubfs/Linkedin.svg\" alt loading=\"lazy\" width=\"24\" height=\"24\"> </div> <div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">LinkedIn</div> </div></a>"
    },
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "Company Background",
      "html": "<a href=\"https://www.knowbe4.com/about-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Background</div> </div> </a>"
    },
    {
      "href": "https://knowbe4swag.com/",
      "text": "Company Merchandise",
      "html": "<a href=\"https://knowbe4swag.com/\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Merchandise</div> </div> </a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "LinkedIn",
      "html": "<a href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"nofollow noopener\"><div class=\"mega-menu-link-image\"><img src=\"https://www.knowbe4.com/hubfs/Linkedin.svg\" alt loading=\"lazy\" width=\"24\" height=\"24\"> </div><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">LinkedIn</div> </div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "About Us",
      "html": "<a href=\"https://www.knowbe4.com/about-us\" role=\"menuitem\">About Us</a>"
    },
    {
      "href": "https://www.knowbe4.com/company/payments",
      "text": "Payment Portal",
      "html": "<a href=\"https://www.knowbe4.com/company/payments\" role=\"menuitem\">Payment Portal</a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "",
      "html": "<a class=\"social-links__link\" href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"noopener\"> <img class=\"social-links__icon__image-bak\" src=\"https://www.knowbe4.com/hubfs/in%20(1).svg\" alt=\"LinkedIn\" loading=\"lazy\" width=\"35\" height=\"36\" style=\"max-width: 100%; height: auto;\"> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.knowbe4.com/hc/en-us",
      "text": "Support",
      "html": "<a class=\"nav-trigger nav-label\" href=\"https://support.knowbe4.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"> <div id=\"hs_cos_wrapper_widget_1711355805629_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"support.link_text\">Support</div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Contact Us</div> </div></a>"
    },
    {
      "href": "https://knowbe4.zendesk.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://knowbe4.zendesk.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Support</div> </div></a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Contact Us</div> </div> </a>"
    },
    {
      "href": "https://knowbe4.zendesk.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://knowbe4.zendesk.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Support</div> </div> </a>"
    },
    {
      "href": "https://support.knowbe4.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://support.knowbe4.com/hc/en-us\" class=\"button button-white bordered\" target=\"_blank\" rel=\"noopener\"> <div id=\"hs_cos_wrapper_mega_menu_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"additional_sections.secondary_cta.link_text\">Support</div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Get Started Now",
      "html": "<a title=\"Get Started Now\" class=\"button\" href=\"https://www.knowbe4.com/contact-us\"> Get Started Now </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Talk to Sales",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\" class=\"arrow-link\"> Talk to Sales </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\" role=\"menuitem\">Contact Sales</a>"
    },
    {
      "href": "https://support.knowbe4.com/hc/en-us/requests/new",
      "text": "Contact Support",
      "html": "<a href=\"https://support.knowbe4.com/hc/en-us/requests/new\" role=\"menuitem\">Contact Support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.knowbe4.com/legal/website-privacy-notice",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.knowbe4.com/legal/website-privacy-notice\" role=\"menuitem\">Privacy Policy</a>"
    },
    {
      "href": "https://www.knowbe4.com/legal/website-terms-of-use",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.knowbe4.com/legal/website-terms-of-use\" role=\"menuitem\">Terms of Use</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "Company Background",
      "html": "<a href=\"https://www.knowbe4.com/about-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Background</div> </div></a>"
    },
    {
      "href": "https://knowbe4swag.com/",
      "text": "Company Merchandise",
      "html": "<a href=\"https://knowbe4swag.com/\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Merchandise</div> </div></a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "LinkedIn",
      "html": "<a href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"nofollow noopener\"> <div class=\"mega-menu-link-image\"> <img src=\"https://www.knowbe4.com/hubfs/Linkedin.svg\" alt loading=\"lazy\" width=\"24\" height=\"24\"> </div> <div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">LinkedIn</div> </div></a>"
    },
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "Company Background",
      "html": "<a href=\"https://www.knowbe4.com/about-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Background</div> </div> </a>"
    },
    {
      "href": "https://knowbe4swag.com/",
      "text": "Company Merchandise",
      "html": "<a href=\"https://knowbe4swag.com/\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Company Merchandise</div> </div> </a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "LinkedIn",
      "html": "<a href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"nofollow noopener\"><div class=\"mega-menu-link-image\"><img src=\"https://www.knowbe4.com/hubfs/Linkedin.svg\" alt loading=\"lazy\" width=\"24\" height=\"24\"> </div><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">LinkedIn</div> </div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/about-us",
      "text": "About Us",
      "html": "<a href=\"https://www.knowbe4.com/about-us\" role=\"menuitem\">About Us</a>"
    },
    {
      "href": "https://www.knowbe4.com/company/payments",
      "text": "Payment Portal",
      "html": "<a href=\"https://www.knowbe4.com/company/payments\" role=\"menuitem\">Payment Portal</a>"
    },
    {
      "href": "http://www.linkedin.com/company/knowbe4",
      "text": "",
      "html": "<a class=\"social-links__link\" href=\"http://www.linkedin.com/company/knowbe4\" target=\"_blank\" rel=\"noopener\"> <img class=\"social-links__icon__image-bak\" src=\"https://www.knowbe4.com/hubfs/in%20(1).svg\" alt=\"LinkedIn\" loading=\"lazy\" width=\"35\" height=\"36\" style=\"max-width: 100%; height: auto;\"> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.knowbe4.com/hc/en-us",
      "text": "Support",
      "html": "<a class=\"nav-trigger nav-label\" href=\"https://support.knowbe4.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"> <div id=\"hs_cos_wrapper_widget_1711355805629_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"support.link_text\">Support</div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Contact Us</div> </div></a>"
    },
    {
      "href": "https://knowbe4.zendesk.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://knowbe4.zendesk.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Support</div> </div></a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Us",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Contact Us</div> </div> </a>"
    },
    {
      "href": "https://knowbe4.zendesk.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://knowbe4.zendesk.com/hc/en-us\" target=\"_blank\" rel=\"noopener\"><div class=\"mega-menu-link-copy\"> <div class=\"mega-menu-link-title\">Support</div> </div> </a>"
    },
    {
      "href": "https://support.knowbe4.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://support.knowbe4.com/hc/en-us\" class=\"button button-white bordered\" target=\"_blank\" rel=\"noopener\"> <div id=\"hs_cos_wrapper_mega_menu_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"additional_sections.secondary_cta.link_text\">Support</div> </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Get Started Now",
      "html": "<a title=\"Get Started Now\" class=\"button\" href=\"https://www.knowbe4.com/contact-us\"> Get Started Now </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Talk to Sales",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\" class=\"arrow-link\"> Talk to Sales </a>"
    },
    {
      "href": "https://www.knowbe4.com/contact-us",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.knowbe4.com/contact-us\" role=\"menuitem\">Contact Sales</a>"
    },
    {
      "href": "https://support.knowbe4.com/hc/en-us/requests/new",
      "text": "Contact Support",
      "html": "<a href=\"https://support.knowbe4.com/hc/en-us/requests/new\" role=\"menuitem\">Contact Support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.knowbe4.com/legal/website-privacy-notice",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.knowbe4.com/legal/website-privacy-notice\" role=\"menuitem\">Privacy Policy</a>"
    },
    {
      "href": "https://www.knowbe4.com/legal/website-terms-of-use",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.knowbe4.com/legal/website-terms-of-use\" role=\"menuitem\">Terms of Use</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

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
01

Issue

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

Details

02

Why it matters

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

Check name

GEO: Extraction-friendly structure

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 3,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "sectionCount": 16,
  "passing": 0,
  "failing": [
    {
      "heading": "Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4.",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754056071992_\" class=\"px-20 px-md-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\"> Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4. </h2>",
      "firstParagraph": "Crawford Selects KnowBe4 Defend and Prevent to Enhance Microsoft 365 Email Security",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754921726841_\" class=\"mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"text\">Crawford Selects KnowBe4 Defend and Prevent to Enhance Microsoft 365 Email Security</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Reduce risk where it starts: human and agentic decisions.",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Reduce risk where it starts: <br>human and agentic decisions.</h2>",
      "firstParagraph": "KnowBe4 protects your most vulnerable attack surface: humans, and now their AI agents too. Discover how our end-to-end platform thwarts threats by weaving risk deterrence into everyone's workday:",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"subtext\">KnowBe4 protects your most vulnerable attack surface: humans, and now their AI agents too. Discover how our end-to-end platform thwarts threats by weaving risk deterrence into everyone&apos;s workday:</p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "Security Awareness Training",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Security Awareness Training</h3>",
      "firstParagraph": "Go beyond check-the-box training. Deliver timely, personalized education that helps people recognize and resist evolving threats.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Go beyond check-the-box training. Deliver timely, personalized education that helps people recognize and resist evolving threats.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cloud Email Security",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Cloud Email Security</h3>",
      "firstParagraph": "Our layered cloud defenses spot and stop phishing, malware, and social engineering attacks—no tuning, no guesswork, just smarter protection where it matters most.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Our layered cloud defenses spot and stop phishing, malware, and social engineering attacks&#x2014;no tuning, no guesswork, just smarter protection where it matters most.</p>",
      "words": 24,
      "direct": false,
      "issue": "First paragraph is 24 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Defense Agents",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">AI Defense Agents</h3>",
      "firstParagraph": "Leverage behavior-based intelligence and real-time insights to detect risky actions — and stop them cold with Agentic AI defense responses.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Leverage behavior-based intelligence and real-time insights to detect risky actions &#x2014; and stop them cold with Agentic AI defense responses.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Agent Risk Manager",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Agent Risk Manager</h3>",
      "firstParagraph": "Eliminate AI security blind spots with real-time visibility, automated threat detection, and active AI agent control.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Eliminate AI security blind spots with real-time visibility, automated threat detection, and active AI agent control.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Leading risk teams prefer KnowBe4",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Leading risk teams prefer KnowBe4</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "IT",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">IT</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "InfoSec",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">InfoSec</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Data Privacy & Compliance",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">Data Privacy &amp; Compliance</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Human Resources",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">Human Resources</h3>",
      "firstParagraph": "KnowBe4 became not only a training platform, but also a tool for us to retract emails, identify risks, and examine details. It’s an integral toolkit for our team to fight cybercrime.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"quote h3 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"quote\">KnowBe4 became not only a training platform, but also a tool for us to retract emails, identify risks, and examine details. It&#x2019;s an integral toolkit for our team to fight cybercrime.</p>",
      "words": 32,
      "direct": false,
      "issue": "First paragraph is 32 words and does not look like a concise direct answer."
    },
    {
      "heading": "Your Free Cybersecurity Toolkit",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754389002056_\" class=\"mb-50 px-20 px-lg-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Your Free Cybersecurity Toolkit</h2>",
      "firstParagraph": "Phishing Security TestTest up to 100 users. Find your Phish-prone % and see how you compare to peers.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754389002056_\" class=\"asset-title mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"asset_title\"><span style=\"font-weight: bold\">Phishing Security Test</span><br>Test up to 100 users. Find your Phish-prone % and see how you compare to peers.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "From the front lines to the boardroom — we help you create a culture that’s resilient, responsive, and relentlessly ready.",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754403063692_\" class=\"mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"subtext\">From the front lines to the boardroom &#x2014; we help you create a culture that&#x2019;s resilient, responsive, and relentlessly ready.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Ready to get started?",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"h0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Ready to get started?</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Let's get going",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"mb-15 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h3\">Let&apos;s get going</h3>",
      "firstParagraph": "Get in touch with our team to discuss your unique human and agentic risk strategy.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"h4 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"subtext\">Get in touch with our team to discuss your unique human and agentic risk strategy.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Everything you need to reduce human and agent risk — all in one platform.",
      "headingHtml": "<h3 class=\"h4\">Everything you need to reduce human and agent risk &#x2014; all in one platform.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: beyond, human, secure, digital, workforce.

Details

02

Why it matters

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

Check name

GEO: Entity clarity

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Entity clarity scored 85/100 and needs improvement.

Evidence
{
  "title": "Beyond Security Awareness Training | KnowBe4 Human and Agent Security",
  "h1": "Secure the Digital Workforce: Human + AI",
  "description": "KnowBe4 is your all-in-one platform for security awareness training, cloud email protection, agent security & more. Trusted by 47 of the top 50 cybersecurity firms.",
  "topicOverlap": 0.5,
  "topicTerms": [
    "beyond",
    "security",
    "awareness",
    "training",
    "knowbe4",
    "human",
    "agent",
    "secure",
    "digital",
    "workforce"
  ],
  "descriptionTerms": [
    "knowbe4",
    "all",
    "one",
    "platform",
    "security",
    "awareness",
    "training",
    "cloud",
    "email",
    "protection",
    "agent",
    "more",
    "trusted",
    "top",
    "cybersecurity",
    "firms"
  ],
  "missingFromDescription": [
    "beyond",
    "human",
    "secure",
    "digital",
    "workforce"
  ],
  "score": 85,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

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

02

Why it matters

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

Check name

AEO: Question-led structure

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Question-led structure scored 70/100 and needs improvement.

Evidence
{
  "h2Count": 5,
  "questionH2s": [
    {
      "index": 6,
      "text": "Ready to get started?",
      "isQuestion": true,
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"h0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Ready to get started?</h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "sectionCount": 16,
  "passing": 0,
  "failing": [
    {
      "heading": "Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4.",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754056071992_\" class=\"px-20 px-md-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\"> Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4. </h2>",
      "firstParagraph": "Crawford Selects KnowBe4 Defend and Prevent to Enhance Microsoft 365 Email Security",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754921726841_\" class=\"mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"text\">Crawford Selects KnowBe4 Defend and Prevent to Enhance Microsoft 365 Email Security</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Reduce risk where it starts: human and agentic decisions.",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Reduce risk where it starts: <br>human and agentic decisions.</h2>",
      "firstParagraph": "KnowBe4 protects your most vulnerable attack surface: humans, and now their AI agents too. Discover how our end-to-end platform thwarts threats by weaving risk deterrence into everyone's workday:",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"subtext\">KnowBe4 protects your most vulnerable attack surface: humans, and now their AI agents too. Discover how our end-to-end platform thwarts threats by weaving risk deterrence into everyone&apos;s workday:</p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "Security Awareness Training",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Security Awareness Training</h3>",
      "firstParagraph": "Go beyond check-the-box training. Deliver timely, personalized education that helps people recognize and resist evolving threats.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Go beyond check-the-box training. Deliver timely, personalized education that helps people recognize and resist evolving threats.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cloud Email Security",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Cloud Email Security</h3>",
      "firstParagraph": "Our layered cloud defenses spot and stop phishing, malware, and social engineering attacks—no tuning, no guesswork, just smarter protection where it matters most.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Our layered cloud defenses spot and stop phishing, malware, and social engineering attacks&#x2014;no tuning, no guesswork, just smarter protection where it matters most.</p>",
      "words": 24,
      "direct": false,
      "issue": "First paragraph is 24 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Defense Agents",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">AI Defense Agents</h3>",
      "firstParagraph": "Leverage behavior-based intelligence and real-time insights to detect risky actions — and stop them cold with Agentic AI defense responses.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Leverage behavior-based intelligence and real-time insights to detect risky actions &#x2014; and stop them cold with Agentic AI defense responses.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Agent Risk Manager",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"h5 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_type\">Agent Risk Manager</h3>",
      "firstParagraph": "Eliminate AI security blind spots with real-time visibility, automated threat detection, and active AI agent control.",
      "paragraphHtml": "<p id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"product_subtext\">Eliminate AI security blind spots with real-time visibility, automated threat detection, and active AI agent control.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Leading risk teams prefer KnowBe4",
      "headingHtml": "<h2 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Leading risk teams prefer KnowBe4</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "IT",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">IT</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "InfoSec",
      "headingHtml": "<h3 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"h4 mb-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"industry\">InfoSec</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 80/100 and needs improvement.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

68 image(s) are missing width/height attributes.

Details

02

Why it matters

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

Check name

AIO: Page experience for AIO

Score

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: Page experience for AIO scored 80/100 and needs improvement.

Evidence
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      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/G2BestSoftware2026-Badge-CoreSegment-BestSoftwareProducts-1.png\" alt=\"G2BestSoftware2026-Badge-CoreSegment-BestSoftwareProducts-1\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/top-rated-2025-gradient-1.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/top-rated-2025-gradient-1.png\" alt=\"Trust Radius Top Rated 2025\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Award%20logos/G2BestSoftware2025-Security-50.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Award%20logos/G2BestSoftware2025-Security-50.svg\" alt=\"G2 2025 Top 50 Security Products\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Customer-Awards/buyer-s-choice-2026-gradient.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Customer-Awards/buyer-s-choice-2026-gradient.png\" alt=\"buyer-s-choice-2026-gradient\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Summer%202025%20G2%20Badge.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Summer%202025%20G2%20Badge.png\" alt=\"G2 Grid Leader Summer 2025\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Winter_2026_SAT%20Leader.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Winter_2026_SAT%20Leader.png\" alt=\"G2 Winter 2026 Leader\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/G2%20Spring%202026%20SAT%20Grid%20Badge.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/G2%20Spring%202026%20SAT%20Grid%20Badge.png\" alt=\"G2 Spring 2026 SAT Grid Badge\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/G2BestSoftware2026-Badge-CoreSegment-BestSoftwareProducts-1.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/G2BestSoftware2026-Badge-CoreSegment-BestSoftwareProducts-1.png\" alt=\"G2BestSoftware2026-Badge-CoreSegment-BestSoftwareProducts-1\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/top-rated-2025-gradient-1.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/top-rated-2025-gradient-1.png\" alt=\"Trust Radius Top Rated 2025\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Award%20logos/G2BestSoftware2025-Security-50.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Award%20logos/G2BestSoftware2025-Security-50.svg\" alt=\"G2 2025 Top 50 Security Products\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Customer-Awards/buyer-s-choice-2026-gradient.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Customer-Awards/buyer-s-choice-2026-gradient.png\" alt=\"buyer-s-choice-2026-gradient\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Summer%202025%20G2%20Badge.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Summer%202025%20G2%20Badge.png\" alt=\"G2 Grid Leader Summer 2025\" loading=\"lazy\">"
    },
    {
      "src": "https://www.knowbe4.com/hubfs/Winter_2026_SAT%20Leader.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.knowbe4.com/hubfs/Winter_2026_SAT%20Leader.png\" alt=\"G2 Winter 2026 Leader\" loading=\"lazy\">"
    }
  ],
  "possibleDialogs": [],
  "score": 80,
  "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
01

Issue

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

Details

02

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "headings": [
    {
      "text": "Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4.",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754056071992_\" class=\"px-20 px-md-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\"> Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4. </h2>"
    },
    {
      "text": "Reduce risk where it starts: human and agentic decisions.",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Reduce risk where it starts: <br>human and agentic decisions.</h2>"
    },
    {
      "text": "Leading risk teams prefer KnowBe4",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Leading risk teams prefer KnowBe4</h2>"
    },
    {
      "text": "Your Free Cybersecurity Toolkit",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754389002056_\" class=\"mb-50 px-20 px-lg-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Your Free Cybersecurity Toolkit</h2>"
    },
    {
      "text": "Ready to get started?",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"h0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Ready to get started?</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Beyond Security Awareness Training work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Beyond Security Awareness Training free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Beyond Security Awareness Training compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Beyond Security Awareness Training work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Beyond Security Awareness Training compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 88/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: beyond, human, secure, digital, workforce.

Details

02

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

88/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 88/100 and needs improvement.

Evidence
{
  "title": "Beyond Security Awareness Training | KnowBe4 Human and Agent Security",
  "h1": "Secure the Digital Workforce: Human + AI",
  "description": "KnowBe4 is your all-in-one platform for security awareness training, cloud email protection, agent security & more. Trusted by 47 of the top 50 cybersecurity firms.",
  "topicOverlap": 0.5,
  "definitionCount": 3,
  "topicTerms": [
    "beyond",
    "security",
    "awareness",
    "training",
    "knowbe4",
    "human",
    "agent",
    "secure",
    "digital",
    "workforce"
  ],
  "descriptionTerms": [
    "knowbe4",
    "all",
    "one",
    "platform",
    "security",
    "awareness",
    "training",
    "cloud",
    "email",
    "protection",
    "agent",
    "more",
    "trusted",
    "top",
    "cybersecurity",
    "firms"
  ],
  "missingFromDescription": [
    "beyond",
    "human",
    "secure",
    "digital",
    "workforce"
  ],
  "score": 88,
  "weight": 18
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

  1. Fetch to find resource

    AI context endpoint was not found at the expected path.

Evidence
{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "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
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4.",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754056071992_\" class=\"px-20 px-md-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\"> Join 70,000+ organizations that protect their people and secure their AI agents with KnowBe4. </h2>"
    },
    {
      "text": "Reduce risk where it starts: human and agentic decisions.",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754304743703_\" class=\"mb-45 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Reduce risk where it starts: <br>human and agentic decisions.</h2>"
    },
    {
      "text": "Leading risk teams prefer KnowBe4",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754313811325_\" class=\"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Leading risk teams prefer KnowBe4</h2>"
    },
    {
      "text": "Your Free Cybersecurity Toolkit",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754389002056_\" class=\"mb-50 px-20 px-lg-0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Your Free Cybersecurity Toolkit</h2>"
    },
    {
      "text": "Ready to get started?",
      "html": "<h2 id=\"hs_cos_wrapper_widget_1754409533650_\" class=\"h0 hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text\" style data-hs-cos-general-type=\"widget\" data-hs-cos-type=\"inline_text\" data-hs-cos-field=\"h2\">Ready to get started?</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Beyond Security Awareness Training work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Beyond Security Awareness Training free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Beyond Security Awareness Training compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Beyond Security Awareness Training work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Beyond Security Awareness Training?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Beyond Security Awareness Training 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
01

Issue

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

02

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch and validate /auth.md

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

  2. Publish protected resource metadata

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

  3. Validate agent_auth authorization metadata

    OAuth authorization server metadata could not be fetched.

Evidence
{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 157197,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 122675,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "/javascript",
            "/_hcms/cookie-banner/auto-blocking.js",
            "/script",
            "/title",
            "https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">",
            "/style",
            "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874433/1780669476063/template_main.min.css\">",
            "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874437/1780417070894/template_system.min.css\">",
            "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/139483325481/1780417060538/template_slick.min.css\">",
            "https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/140549633171/1780417061378/template_aos.min.css\">"
          ],
          "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 157197,
        "text": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px}\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874433/1780669476063/template_main.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874437/1780417070894/template_system.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/139483325481/1780417060538/template_slick.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/140549633171/1780417061378/template_aos.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874434/1780417055083/template_theme-overrides.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/38969647180/1741797570194/template_layout-ic.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/module_assets/1/161958944855/1754584697982/module_top-banner-local.min.css\">\n<link rel=\"stylesheet\" href=\"https://7052064.fs1.hubspotusercontent-na1.net/hubfs/7052064/hub_generated/module_assets/1/-2712622/1780669166751/module_search_input.min.css\">\n\n<style>\n  #hs_cos_wrapper_header_search .hs-search-field__bar>form { border-radius:px; }\n\n#hs_cos_wrapper_header_search .hs-search-field__bar>form>label {}\n\n#hs_cos_wrapper_header_search .hs-search-field__bar>form>.hs-search-field__input {\n  border:1px solid #8C99AC;\n  border-radius:30px;\n}\n\n#hs_cos_wrapper_header_search .hs-search-field__button { border-radius:px; }\n\n#hs_cos_wrapper_header_search .hs-search-field__button:hover,\n#hs_cos_wrapper_header_search .hs-search-field__button:focus {}\n\n#hs_cos_wrapper_header_search .hs-search-field__button:active {}\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions {\n  border:1px solid rgba(140,153,172,50%);\n  border-radius:10px;\n}\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions a { color:#676767; }\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions a:hover {}\n\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/module_assets/1/139837955415/1780311136978/module_mega-menu.min.css\">\n\n  <style>\n    #hs_cos_wrapper_main_cta .button-wrapper {}\n\n#hs_cos_wrapper_main_cta .button {}\n\n#hs_cos_wrapper_main_cta .button:hover,\n#hs_cos_wrapper_main_cta .button:focus {}\n\n#hs_cos_wrapper_main_cta .button:active {}\n\n  </style>\n\n\n  <style>\n    #hs_cos_wrapper_"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html",
          "length": 157197,
          "text": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px}\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874433/1780669476063/template_main.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874437/1780417070894/template_system.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/139483325481/1780417060538/template_slick.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/140549633171/1780417061378/template_aos.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/138939874434/1780417055083/template_theme-overrides.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/template_assets/1/38969647180/1741797570194/template_layout-ic.min.css\">\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/module_assets/1/161958944855/1754584697982/module_top-banner-local.min.css\">\n<link rel=\"stylesheet\" href=\"https://7052064.fs1.hubspotusercontent-na1.net/hubfs/7052064/hub_generated/module_assets/1/-2712622/1780669166751/module_search_input.min.css\">\n\n<style>\n  #hs_cos_wrapper_header_search .hs-search-field__bar>form { border-radius:px; }\n\n#hs_cos_wrapper_header_search .hs-search-field__bar>form>label {}\n\n#hs_cos_wrapper_header_search .hs-search-field__bar>form>.hs-search-field__input {\n  border:1px solid #8C99AC;\n  border-radius:30px;\n}\n\n#hs_cos_wrapper_header_search .hs-search-field__button { border-radius:px; }\n\n#hs_cos_wrapper_header_search .hs-search-field__button:hover,\n#hs_cos_wrapper_header_search .hs-search-field__button:focus {}\n\n#hs_cos_wrapper_header_search .hs-search-field__button:active {}\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions {\n  border:1px solid rgba(140,153,172,50%);\n  border-radius:10px;\n}\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions a { color:#676767; }\n\n#hs_cos_wrapper_header_search .hs-search-field--open .hs-search-field__suggestions a:hover {}\n\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.knowbe4.com/hubfs/hub_generated/module_assets/1/139837955415/1780311136978/module_mega-menu.min.css\">\n\n  <style>\n    #hs_cos_wrapper_main_cta .button-wrapper {}\n\n#hs_cos_wrapper_main_cta .button {}\n\n#hs_cos_wrapper_main_cta .button:hover,\n#hs_cos_wrapper_main_cta .button:focus {}\n\n#hs_cos_wrapper_main_cta .button:active {}\n\n  </style>\n\n\n  <style>\n    #hs_cos_wrapper_"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "password"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. 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
01

Issue

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

02

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 157197
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "password"
      }
    ]
  },
  "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
01

Issue

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

02

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch protected resource metadata

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

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. Probe protected API Bearer challenge

    No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html><html lang=\"en\"><head><script type=\"application/javascript\" id=\"hs-cookie-banner-scan\" data-hs-allowed=\"true\" src=\"/_hcms/cookie-banner/auto-blocking.js?portalId=241394&amp;domain=www.knowbe4.com\"></script>\n    <meta charset=\"utf-8\">\n    <title>Error 404 | Page not found</title>\n    <link rel=\"shortcut icon\" href=\"https://www.knowbe4.com/hubfs/favicon_white_bg-1.png\">\n    <meta name=\"description\" content=\"\">\n    \n    \n    \n      \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n    <style>\na.cta_button{-mo"
      },
      "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.knowbe4.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.knowbe4.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.knowbe4.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.knowbe4.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "password"
      }
    ]
  },
  "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).

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

Forced reflow

20 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.

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

LCP request discovery

20 Fail

Check name

LCP request discovery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

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

Performance and AccessibilityPerformanceBrowser audit

Links do not have a discernible name

20 Fail

Check name

Links do not have a discernible name

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).

Evidence
{
  "description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}

Performance and AccessibilityPerformanceBrowser audit

Minify CSS

20 Fail

Check name

Minify CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 5 KiB

Fix guidance

Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).

Evidence
{
  "displayValue": "Est savings of 5 KiB",
  "description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
  "numericValue": 40
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

10 Warning

Check name

Reduce unused JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 134 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 134 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 0
}

Fix with MCP or CLI

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

Score history

Public scan score over time

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

1 reports
Public score history report links
Scan dateScoreReadinessReport
48/100Level 2, Agent-LimitedCurrent report
Report ID 819d99e9-c1a9-4266-913b-281cfc7bbb5c. Scanned Jun 8, 2026, 10:36 PM.
knowbe4.com AI SEO Report: 48/100 (Level 2, Agent-Limited)