CanAgentUse

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https://www.simplilearn.com/

SCANNED

Jun 9, 2026, 7:13 PM

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https://www.simplilearn.com/

SCANNED

Jun 9, 2026, 7:13:19 PMJun 9, 2026, 7:13 PM

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63/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Simplilearn | Online Courses - Bootcamp & Certification Platform

Simplilearn is the popular online Bootcamp & online courses learning platform that offers the industry's best PGPs, Master's, and Live Training. Start upskilling!

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	54	Needs work	10	14	0	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	58	Needs work	4	7	0	View details
Bot Access Control	33	Priority fix	1	3	0	View details
Agent Ease of Use	6	Priority fix	4	29	3	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	79	Mostly ready	6	2	12	View details
GEO Readiness	88	Mostly ready	2	0	4
AIO Readiness	75	Mostly ready	2	1	4	View details
AEO Readiness	73	Needs work	2	1	4	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	80	Mostly ready	8	1	0	View details
Security & Trust	80	Mostly ready	4	1	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	77	Mostly ready	21	5	1	View details
Performance	66	Needs work	9	4	1	View details
Accessibility	96	Strong	12	1	0	View details

Prioritized recommendations

Issues ranked by score impact

44 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": "frame-ancestors 'self' *.simplilearn.com gamooga.com careerkarma.com ifacet.iitk.ac.in eicta.iitk.ac.in *.ifacet.in www.eicta.iitk.ac.in"
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": [
          {
            "url": "https://www.simplilearn.com/static-frs/js/home-new.9gjqb1pxiv.js",
            "rel": "preload"
          },
          {
            "url": "https://www.simplilearn.com/static-frs/js/vendor.9gjqb1pxiv.js",
            "rel": "preload"
          },
          {
            "url": "https://www.simplilearn.com/static-frs/vendor-js/rollups/sha256.js",
            "rel": "preload"
          },
          {
            "url": "https://www.simplilearn.com/static-frs/vendor-js/rollups/React_module_files.js",
            "rel": "preload"
          },
          {
            "url": "https://www.simplilearn.com/ice9/assets/fonts/Satoshi-Regular.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://www.simplilearn.com/ice9/assets/fonts/Satoshi-Medium.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://www.simplilearn.com/ice9/assets/fonts/Satoshi-Bold.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://www.simplilearn.com/ice9/assets/form_opacity.png",
            "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."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n    <head>\n    <title>Error</title>\n        <link rel=\"stylesheet\" href=\"https://www.simplilearn.com/static/frontend/css/custom_style.1625727718.css\" />\n        <link rel=\"stylesheet\" href=\"https://www.simplilearn.com/static/frontend/css/font_v2.1503293334.css\" />\n        <style>\n          p.popular_404_courses {\n            Padding-bottom: 15px;\n            letter-spacing: .25px;\n            margin-top: 11px;\n            margin-bottom: 15px;\n          }\n\n          p.popular_404_courses mark {\n            background: none;\n            margin-right: 5px;\n          }\n\n          p.popular_404_courses a, p.popular_404_courses .link-14sp, p.popular_404_courses .link-grey {\n            padding-right: 4px;\n            padding-left: 4px;\n            margin-right"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n    <head>\n    <title>Error</title>\n        <link rel=\"stylesheet\" href=\"https://www.simplilearn.com/static/frontend/css/custom_style.1625727718.css\" />\n        <link rel=\"stylesheet\" href=\"https://www.simplilearn.com/static/frontend/css/font_v2.1503293334.css\" />\n        <style>\n          p.popular_404_courses {\n            Padding-bottom: 15px;\n            letter-spacing: .25px;\n            margin-top: 11px;\n            margin-bottom: 15px;\n          }\n\n          p.popular_404_courses mark {\n            background: none;\n            margin-right: 5px;\n          }\n\n          p.popular_404_courses a, p.popular_404_courses .link-14sp, p.popular_404_courses .link-grey {\n            padding-right: 4px;\n            padding-left: 4px;\n            margin-right"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

33 Fail

Needs attention

Content freshness signals

Failed check

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

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

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html"
      },
      "issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 66421,
        "excerpt": "<!DOCTYPE html><html xmlns=\"https://www.w3.org/1999/xhtml\" dir=\"ltr\" lang=\"en\">\n\t<head>\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n\t\n\t\n\t<!-- Global site ta",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "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 ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Validate resource body".

17 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).

Why it matters

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

Check name

llms.txt

Score

50/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Validate resource body".

Validation steps

Validate resource body
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/llms.txt",
        "statusCode": 200,
        "contentType": "text/plain"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
        "compatibleContentType": true,
        "hasTitle": false,
        "contentLength": 2282307,
        "linkCount": 4296,
        "links": [
          "https://www.simplilearn.com",
          "https://www.simplilearn.com/agile-and-scrum/csm-certification-training",
          "https://www.simplilearn.com/agile-and-scrum/cspo-certification-training",
          "https://www.simplilearn.com/agile-and-scrum/pmi-acp-certification-training",
          "https://www.simplilearn.com/cyber-security/cisa-certification-training",
          "https://www.simplilearn.com/cyber-security/cissp-certification-training",
          "https://www.simplilearn.com/project-management/pmp-certification-training",
          "https://www.simplilearn.com/quality-management/lean-six-sigma-black-belt-training",
          "https://www.simplilearn.com/project-management/ccba-certification-training",
          "https://www.simplilearn.com/cyber-security/ceh-certification"
        ],
        "rawExcerpt": "## Simplilearn\n\n- [Online Courses - Bootcamp & Certification Platform](https://www.simplilearn.com): Simplilearn provides access to professional upskilling courses across domains including data science, cloud computing, cybersecurity, artificial intelligence, digital marketing, and DevOps. It features beginner to advanced programs focused on tools and skills such as Python, AWS, machine learning, ethical hacking, and project management.\n  - Lastmod: 2026-06-08\n  - Priority: high\n\n## Courses\n\n- [Certified ScrumMaster (CSM) Certification Training](https://www.simplilearn.com/agile-and-scrum/csm-certification-training): This course on Agile and Scrum provides comprehensive training for Certified Scrum Master (CSM) certification, covering key topics such as Scrum framework, roles, events, and "
      },
      "issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.simplilearn.com",
        "probes": [
          {
            "name": "_index._agents.www.simplilearn.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.simplilearn.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.simplilearn.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "simplilearn.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="tag"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 195,
        "interactiveWithTags": 0,
        "totalCount": 196,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"tag\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 1,
        "issues": [
          "<input name=\"tag\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"tag\"> 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": 195,
        "interactiveWithTags": 0,
        "totalCount": 196,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"tag\"> 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": 195,
    "interactiveWithTags": 0,
    "totalCount": 196,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"tag\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/simplilearn",
      "text": "",
      "html": "<a class=\"share linkedin lazy\" target=\"_blank\" rel=\"noreferrer\" title=\"LinkedIn\" href=\"https://www.linkedin.com/company/simplilearn\"></a>"
    },
    {
      "href": "https://www.simplilearn.com/about-us",
      "text": "About us",
      "html": "<a href=\"https://www.simplilearn.com/about-us\" data-eventname=\"footer_company_link_clicked\" title=\"About us\"> About us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.simplilearn.com/contact-us",
      "text": "Contact us",
      "html": "<a href=\"https://www.simplilearn.com/contact-us\" data-eventname=\"footer_company_link_clicked\" title=\"Contact us\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#terms-and-conditions",
      "text": "Terms and Conditions",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#terms-and-conditions\" rel=\"nofollow\" title=\"Terms and Conditions\">Terms and Conditions</a>"
    },
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#privacy-policy\" rel=\"nofollow\" title=\"Privacy Policy\">Privacy Policy</a>"
    },
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#refund-policy",
      "text": "Refund Policy",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#refund-policy\" rel=\"nofollow\" title=\"Refund Policy\">Refund Policy</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.

6 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/simplilearn",
      "text": "",
      "html": "<a class=\"share linkedin lazy\" target=\"_blank\" rel=\"noreferrer\" title=\"LinkedIn\" href=\"https://www.linkedin.com/company/simplilearn\"></a>"
    },
    {
      "href": "https://www.simplilearn.com/about-us",
      "text": "About us",
      "html": "<a href=\"https://www.simplilearn.com/about-us\" data-eventname=\"footer_company_link_clicked\" title=\"About us\"> About us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.simplilearn.com/contact-us",
      "text": "Contact us",
      "html": "<a href=\"https://www.simplilearn.com/contact-us\" data-eventname=\"footer_company_link_clicked\" title=\"Contact us\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#terms-and-conditions",
      "text": "Terms and Conditions",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#terms-and-conditions\" rel=\"nofollow\" title=\"Terms and Conditions\">Terms and Conditions</a>"
    },
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#privacy-policy\" rel=\"nofollow\" title=\"Privacy Policy\">Privacy Policy</a>"
    },
    {
      "href": "https://www.simplilearn.com/terms-and-conditions#refund-policy",
      "text": "Refund Policy",
      "html": "<a href=\"https://www.simplilearn.com/terms-and-conditions#refund-policy\" rel=\"nofollow\" title=\"Refund Policy\">Refund Policy</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 42,
  "passing": 0,
  "failing": [
    {
      "heading": "Learn. Grow. Get Ahead with AI",
      "headingHtml": "<h2><i>Learn. Grow.</i><span style=\"display:block\"></span> Get Ahead with AI<img src=\"https://www.simplilearn.com/ice9/assets/home_banner_ai_icon.svgz\" class=\"ai-img-margin\" width=\"35\" height=\"35\" alt=\"hike\"></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unlock The Future Of AI With Our Top-Rated GenAI Courses",
      "headingHtml": "<h2>Unlock The Future Of AI With Our Top-Rated GenAI Courses</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Enterprise Platform to Build AI-Ready Teams",
      "headingHtml": "<h2>Enterprise Platform to Build AI-Ready Teams</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Partnering with the world's leading universities and companies",
      "headingHtml": "<h2>Partnering with the world&apos;s leading universities and companies</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "PMP® Certification Training",
      "headingHtml": "<h2>PMP&#xae; Certification Training</h2>",
      "firstParagraph": "Duration: 4 weeks",
      "paragraphHtml": "<p>Duration: <b>4 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "headingHtml": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>",
      "firstParagraph": "Duration: 11 months",
      "paragraphHtml": "<p>Duration: <b>11 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program in Cybersecurity",
      "headingHtml": "<h2>Advanced Executive Program in Cybersecurity</h2>",
      "firstParagraph": "Duration: 8 months",
      "paragraphHtml": "<p>Duration: <b>8 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program In Applied Generative AI",
      "headingHtml": "<h2>Advanced Executive Program In Applied Generative AI</h2>",
      "firstParagraph": "Duration: 4 months",
      "paragraphHtml": "<p>Duration: <b>4 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Course in AI-Powered Data Analytics",
      "headingHtml": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>",
      "firstParagraph": "Duration: 7 months",
      "paragraphHtml": "<p>Duration: <b>7 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "ITIL® Foundation (Version 5)",
      "headingHtml": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>",
      "firstParagraph": "Duration: 2 weeks",
      "paragraphHtml": "<p>Duration: <b>2 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Certified ScrumMaster® (CSM)",
      "headingHtml": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>",
      "firstParagraph": "Duration: 3 days",
      "paragraphHtml": "<p>Duration: <b>3 days</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "headingHtml": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>",
      "firstParagraph": "Duration: 10 weeks",
      "paragraphHtml": "<p>Duration: <b>10 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "CISSP® - Certified Information Systems Security Professional Training",
      "headingHtml": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>",
      "firstParagraph": "Duration: 2 months",
      "paragraphHtml": "<p>Duration: <b>2 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Digital Marketing Certificate Program",
      "headingHtml": "<h2>AI-Powered Digital Marketing Certificate Program</h2>",
      "firstParagraph": "Duration: 5 months",
      "paragraphHtml": "<p>Duration: <b>5 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Digital Supply Chain Management Certification",
      "headingHtml": "<h2>Digital Supply Chain Management Certification</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Professional Certification in Product Management",
      "headingHtml": "<h2>AI-Powered Professional Certification in Product Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Programme in AI Product Development & Innovation",
      "headingHtml": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>",
      "firstParagraph": "Duration: 10 months",
      "paragraphHtml": "<p>Duration: <b>10 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Certificate Programme in General Management",
      "headingHtml": "<h2>Executive Certificate Programme in General Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "e-Post Graduate Diploma (ePGD) in IC Design",
      "headingHtml": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>",
      "firstParagraph": "Duration: 18 months",
      "paragraphHtml": "<p>Duration: <b>18 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "PMP® Certification Training",
      "headingHtml": "<h2>PMP&#xae; Certification Training</h2>",
      "firstParagraph": "Duration: 4 weeks",
      "paragraphHtml": "<p>Duration: <b>4 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "headingHtml": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>",
      "firstParagraph": "Duration: 11 months",
      "paragraphHtml": "<p>Duration: <b>11 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program in Cybersecurity",
      "headingHtml": "<h2>Advanced Executive Program in Cybersecurity</h2>",
      "firstParagraph": "Duration: 8 months",
      "paragraphHtml": "<p>Duration: <b>8 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program In Applied Generative AI",
      "headingHtml": "<h2>Advanced Executive Program In Applied Generative AI</h2>",
      "firstParagraph": "Duration: 4 months",
      "paragraphHtml": "<p>Duration: <b>4 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Course in AI-Powered Data Analytics",
      "headingHtml": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>",
      "firstParagraph": "Duration: 7 months",
      "paragraphHtml": "<p>Duration: <b>7 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "ITIL® Foundation (Version 5)",
      "headingHtml": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>",
      "firstParagraph": "Duration: 2 weeks",
      "paragraphHtml": "<p>Duration: <b>2 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Certified ScrumMaster® (CSM)",
      "headingHtml": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>",
      "firstParagraph": "Duration: 3 days",
      "paragraphHtml": "<p>Duration: <b>3 days</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "headingHtml": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>",
      "firstParagraph": "Duration: 10 weeks",
      "paragraphHtml": "<p>Duration: <b>10 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "CISSP® - Certified Information Systems Security Professional Training",
      "headingHtml": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>",
      "firstParagraph": "Duration: 2 months",
      "paragraphHtml": "<p>Duration: <b>2 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Digital Marketing Certificate Program",
      "headingHtml": "<h2>AI-Powered Digital Marketing Certificate Program</h2>",
      "firstParagraph": "Duration: 5 months",
      "paragraphHtml": "<p>Duration: <b>5 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Digital Supply Chain Management Certification",
      "headingHtml": "<h2>Digital Supply Chain Management Certification</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Professional Certification in Product Management",
      "headingHtml": "<h2>AI-Powered Professional Certification in Product Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Programme in AI Product Development & Innovation",
      "headingHtml": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>",
      "firstParagraph": "Duration: 10 months",
      "paragraphHtml": "<p>Duration: <b>10 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Certificate Programme in General Management",
      "headingHtml": "<h2>Executive Certificate Programme in General Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "e-Post Graduate Diploma (ePGD) in IC Design",
      "headingHtml": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>",
      "firstParagraph": "Duration: 18 months",
      "paragraphHtml": "<p>Duration: <b>18 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join 15 Million Learners Who Trust Learning with Us",
      "headingHtml": "<h2>Join <span> 15 Million Learners </span> Who Trust Learning with Us</h2>",
      "firstParagraph": "4.6",
      "paragraphHtml": "<p class=\"val lazy\">4.6<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\"><path d=\"M17.6996 8.97177L14.3076 12.0054L15.3411 16.5421C15.3981 16.7884 15.3834 17.0466 15.2989 17.2843C15.2143 17.5219 15.0637 17.7282 14.8661 17.8772C14.6685 18.0262 14.4327 18.1111 14.1885 18.1213C13.9444 18.1314 13.7028 18.0664 13.4943 17.9343L9.68765 15.5061L5.87877 17.9343C5.67029 18.0656 5.42899 18.13 5.18524 18.1195C4.94149 18.109 4.7062 18.0239 4.50899 17.8751C4.311...",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Real Stories, Incredible Journeys",
      "headingHtml": "<h2>Real Stories,<br> Incredible Journeys</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Why Our Programs Stand Out",
      "headingHtml": "<h2>Why Our Programs Stand Out</h2>",
      "firstParagraph": "Cutting Edge Curriculum",
      "paragraphHtml": "<p>Cutting Edge Curriculum</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hear from Simplilearn Alumni at Top Companies",
      "headingHtml": "<h2>Hear from Simplilearn Alumni at Top Companies</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For BusinessSimplilearnSkillUp+",
      "headingHtml": "<h2><span>For Business</span>Simplilearn<br>SkillUp+</h2>",
      "firstParagraph": "Get a learning platform built for outcome-driven AI, digital, and power skill-building. Combines expert-led content, live sessions, and hands-on projects in one subscription.",
      "paragraphHtml": "<p class=\"disc\">Get a learning platform built for outcome-driven AI, digital, and power skill-building. Combines expert-led content, live sessions, and hands-on projects in one subscription.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by Digital Leaders and Practitioners from 100+ Fortune 500 Companies",
      "headingHtml": "<h3>Trusted by Digital Leaders and Practitioners from <span>100+</span> Fortune 500 Companies</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Level Up Your Skillset with Free, Industry-Focused Courses.",
      "headingHtml": "<h3>Level Up Your Skillset with Free, Industry-Focused Courses.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Recognized by Top Industry Bodies",
      "headingHtml": "<h2>Recognized by Top Industry Bodies</h2>",
      "firstParagraph": "© 2009 -2026- Simplilearn Solutions.",
      "paragraphHtml": "<p class=\"lazy\">&#xa9; 2009 -<!-- -->2026<!-- -->- <!-- -->Simplilearn Solutions<!-- -->.</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

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

Check name

GEO: 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

AIO: Visible structured data match

AIO: Visible structured data match scored 78/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

2 structured-data value(s) were not found in visible page text.

Details

Why it matters

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

Check name

AIO: Visible structured data match

Score

78/100

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: Visible structured data match scored 78/100 and needs improvement.

Evidence

{
  "schemaCount": 4,
  "checkedFields": [
    {
      "path": "$[0].name",
      "value": "Simplilearn"
    },
    {
      "path": "$[0].description",
      "value": "Simplilearn is the world's largest digital training provider. We've helped millions of professionals and companies master AI, data, cyber security and other key digital skills needed to compete and succeed in today's economy."
    },
    {
      "path": "$[2].name",
      "value": "Simplilearn | Online Courses - Bootcamp & Certification Platform"
    },
    {
      "path": "$[3].itemListElement[0].name",
      "value": "Data Analyst"
    },
    {
      "path": "$[3].itemListElement[1].name",
      "value": "PMP"
    },
    {
      "path": "$[3].itemListElement[2].name",
      "value": "Data Scientist"
    },
    {
      "path": "$[3].itemListElement[3].name",
      "value": "Business Analyst"
    },
    {
      "path": "$[3].itemListElement[4].name",
      "value": "Generative AI Courses"
    },
    {
      "path": "$[3].itemListElement[5].name",
      "value": "Cyber Security"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].description",
      "value": "Simplilearn is the world's largest digital training provider. We've helped millions of professionals and companies master AI, data, cyber security and other key digital skills needed to compete and succeed in today's economy."
    },
    {
      "path": "$[3].itemListElement[2].name",
      "value": "Data Scientist"
    }
  ],
  "score": 78,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 87/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: certification, explore, top, programs.

Details

Why it matters

Check name

GEO: Entity clarity

Score

87/100

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 87/100 and needs improvement.

Evidence

{
  "title": "Simplilearn | Online Courses - Bootcamp & Certification Platform",
  "h1": "Explore Our Top Programs",
  "description": "Simplilearn is the popular online Bootcamp & online courses learning platform that offers the industry's best PGPs, Master's, and Live Training. Start upskilling!",
  "topicOverlap": 0.5555555555555556,
  "topicTerms": [
    "simplilearn",
    "online",
    "courses",
    "bootcamp",
    "certification",
    "platform",
    "explore",
    "top",
    "programs"
  ],
  "descriptionTerms": [
    "simplilearn",
    "popular",
    "online",
    "bootcamp",
    "courses",
    "learning",
    "platform",
    "offers",
    "industry",
    "best",
    "pgps",
    "master",
    "live",
    "training",
    "start",
    "upskilling"
  ],
  "missingFromDescription": [
    "certification",
    "explore",
    "top",
    "programs"
  ],
  "score": 87,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

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: Extraction-friendly structure scored 85/100 and needs improvement.

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 9,
  "schemaBlocks": 4,
  "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"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 42,
  "passing": 0,
  "failing": [
    {
      "heading": "Learn. Grow. Get Ahead with AI",
      "headingHtml": "<h2><i>Learn. Grow.</i><span style=\"display:block\"></span> Get Ahead with AI<img src=\"https://www.simplilearn.com/ice9/assets/home_banner_ai_icon.svgz\" class=\"ai-img-margin\" width=\"35\" height=\"35\" alt=\"hike\"></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unlock The Future Of AI With Our Top-Rated GenAI Courses",
      "headingHtml": "<h2>Unlock The Future Of AI With Our Top-Rated GenAI Courses</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Enterprise Platform to Build AI-Ready Teams",
      "headingHtml": "<h2>Enterprise Platform to Build AI-Ready Teams</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Partnering with the world's leading universities and companies",
      "headingHtml": "<h2>Partnering with the world&apos;s leading universities and companies</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "PMP® Certification Training",
      "headingHtml": "<h2>PMP&#xae; Certification Training</h2>",
      "firstParagraph": "Duration: 4 weeks",
      "paragraphHtml": "<p>Duration: <b>4 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "headingHtml": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>",
      "firstParagraph": "Duration: 11 months",
      "paragraphHtml": "<p>Duration: <b>11 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program in Cybersecurity",
      "headingHtml": "<h2>Advanced Executive Program in Cybersecurity</h2>",
      "firstParagraph": "Duration: 8 months",
      "paragraphHtml": "<p>Duration: <b>8 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program In Applied Generative AI",
      "headingHtml": "<h2>Advanced Executive Program In Applied Generative AI</h2>",
      "firstParagraph": "Duration: 4 months",
      "paragraphHtml": "<p>Duration: <b>4 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Course in AI-Powered Data Analytics",
      "headingHtml": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>",
      "firstParagraph": "Duration: 7 months",
      "paragraphHtml": "<p>Duration: <b>7 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "ITIL® Foundation (Version 5)",
      "headingHtml": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>",
      "firstParagraph": "Duration: 2 weeks",
      "paragraphHtml": "<p>Duration: <b>2 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Certified ScrumMaster® (CSM)",
      "headingHtml": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>",
      "firstParagraph": "Duration: 3 days",
      "paragraphHtml": "<p>Duration: <b>3 days</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "headingHtml": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>",
      "firstParagraph": "Duration: 10 weeks",
      "paragraphHtml": "<p>Duration: <b>10 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "CISSP® - Certified Information Systems Security Professional Training",
      "headingHtml": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>",
      "firstParagraph": "Duration: 2 months",
      "paragraphHtml": "<p>Duration: <b>2 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Digital Marketing Certificate Program",
      "headingHtml": "<h2>AI-Powered Digital Marketing Certificate Program</h2>",
      "firstParagraph": "Duration: 5 months",
      "paragraphHtml": "<p>Duration: <b>5 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Digital Supply Chain Management Certification",
      "headingHtml": "<h2>Digital Supply Chain Management Certification</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Professional Certification in Product Management",
      "headingHtml": "<h2>AI-Powered Professional Certification in Product Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Programme in AI Product Development & Innovation",
      "headingHtml": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>",
      "firstParagraph": "Duration: 10 months",
      "paragraphHtml": "<p>Duration: <b>10 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Certificate Programme in General Management",
      "headingHtml": "<h2>Executive Certificate Programme in General Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "e-Post Graduate Diploma (ePGD) in IC Design",
      "headingHtml": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>",
      "firstParagraph": "Duration: 18 months",
      "paragraphHtml": "<p>Duration: <b>18 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "PMP® Certification Training",
      "headingHtml": "<h2>PMP&#xae; Certification Training</h2>",
      "firstParagraph": "Duration: 4 weeks",
      "paragraphHtml": "<p>Duration: <b>4 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "headingHtml": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>",
      "firstParagraph": "Duration: 11 months",
      "paragraphHtml": "<p>Duration: <b>11 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program in Cybersecurity",
      "headingHtml": "<h2>Advanced Executive Program in Cybersecurity</h2>",
      "firstParagraph": "Duration: 8 months",
      "paragraphHtml": "<p>Duration: <b>8 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advanced Executive Program In Applied Generative AI",
      "headingHtml": "<h2>Advanced Executive Program In Applied Generative AI</h2>",
      "firstParagraph": "Duration: 4 months",
      "paragraphHtml": "<p>Duration: <b>4 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Course in AI-Powered Data Analytics",
      "headingHtml": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>",
      "firstParagraph": "Duration: 7 months",
      "paragraphHtml": "<p>Duration: <b>7 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "ITIL® Foundation (Version 5)",
      "headingHtml": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>",
      "firstParagraph": "Duration: 2 weeks",
      "paragraphHtml": "<p>Duration: <b>2 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Certified ScrumMaster® (CSM)",
      "headingHtml": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>",
      "firstParagraph": "Duration: 3 days",
      "paragraphHtml": "<p>Duration: <b>3 days</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "headingHtml": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>",
      "firstParagraph": "Duration: 10 weeks",
      "paragraphHtml": "<p>Duration: <b>10 weeks</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "CISSP® - Certified Information Systems Security Professional Training",
      "headingHtml": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>",
      "firstParagraph": "Duration: 2 months",
      "paragraphHtml": "<p>Duration: <b>2 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Digital Marketing Certificate Program",
      "headingHtml": "<h2>AI-Powered Digital Marketing Certificate Program</h2>",
      "firstParagraph": "Duration: 5 months",
      "paragraphHtml": "<p>Duration: <b>5 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Digital Supply Chain Management Certification",
      "headingHtml": "<h2>Digital Supply Chain Management Certification</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Professional Certification in Product Management",
      "headingHtml": "<h2>AI-Powered Professional Certification in Product Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Professional Certificate Programme in AI Product Development & Innovation",
      "headingHtml": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>",
      "firstParagraph": "Duration: 10 months",
      "paragraphHtml": "<p>Duration: <b>10 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Certificate Programme in General Management",
      "headingHtml": "<h2>Executive Certificate Programme in General Management</h2>",
      "firstParagraph": "Duration: 6 months",
      "paragraphHtml": "<p>Duration: <b>6 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "e-Post Graduate Diploma (ePGD) in IC Design",
      "headingHtml": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>",
      "firstParagraph": "Duration: 18 months",
      "paragraphHtml": "<p>Duration: <b>18 months</b> </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join 15 Million Learners Who Trust Learning with Us",
      "headingHtml": "<h2>Join <span> 15 Million Learners </span> Who Trust Learning with Us</h2>",
      "firstParagraph": "4.6",
      "paragraphHtml": "<p class=\"val lazy\">4.6<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\"><path d=\"M17.6996 8.97177L14.3076 12.0054L15.3411 16.5421C15.3981 16.7884 15.3834 17.0466 15.2989 17.2843C15.2143 17.5219 15.0637 17.7282 14.8661 17.8772C14.6685 18.0262 14.4327 18.1111 14.1885 18.1213C13.9444 18.1314 13.7028 18.0664 13.4943 17.9343L9.68765 15.5061L5.87877 17.9343C5.67029 18.0656 5.42899 18.13 5.18524 18.1195C4.94149 18.109 4.7062 18.0239 4.50899 17.8751C4.311...",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Real Stories, Incredible Journeys",
      "headingHtml": "<h2>Real Stories,<br> Incredible Journeys</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Why Our Programs Stand Out",
      "headingHtml": "<h2>Why Our Programs Stand Out</h2>",
      "firstParagraph": "Cutting Edge Curriculum",
      "paragraphHtml": "<p>Cutting Edge Curriculum</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hear from Simplilearn Alumni at Top Companies",
      "headingHtml": "<h2>Hear from Simplilearn Alumni at Top Companies</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For BusinessSimplilearnSkillUp+",
      "headingHtml": "<h2><span>For Business</span>Simplilearn<br>SkillUp+</h2>",
      "firstParagraph": "Get a learning platform built for outcome-driven AI, digital, and power skill-building. Combines expert-led content, live sessions, and hands-on projects in one subscription.",
      "paragraphHtml": "<p class=\"disc\">Get a learning platform built for outcome-driven AI, digital, and power skill-building. Combines expert-led content, live sessions, and hands-on projects in one subscription.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by Digital Leaders and Practitioners from 100+ Fortune 500 Companies",
      "headingHtml": "<h3>Trusted by Digital Leaders and Practitioners from <span>100+</span> Fortune 500 Companies</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Level Up Your Skillset with Free, Industry-Focused Courses.",
      "headingHtml": "<h3>Level Up Your Skillset with Free, Industry-Focused Courses.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Recognized by Top Industry Bodies",
      "headingHtml": "<h2>Recognized by Top Industry Bodies</h2>",
      "firstParagraph": "© 2009 -2026- Simplilearn Solutions.",
      "paragraphHtml": "<p class=\"lazy\">&#xa9; 2009 -<!-- -->2026<!-- -->- <!-- -->Simplilearn Solutions<!-- -->.</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1.0",
  "visibleWords": 1559,
  "htmlBytes": 729295,
  "imagesMissingDimensions": [
    {
      "src": "https://www.simplilearn.com/ice9/banners/Banners (1).webp",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.simplilearn.com/ice9/banners/Banners (1).webp\" alt=\"Learn. Grow. Get Ahead with AI\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/newIN2.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.simplilearn.com/ice9/banners/newIN2.jpg\" alt=\"Unlock The Future Of AI With Our Top-Rated GenAI Courses\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/newIN3.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.simplilearn.com/ice9/banners/newIN3.jpg\" alt=\"Enterprise Platform to Build AI-Ready Teams\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/PMP.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/PMP.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IHFC-Campus_404x228.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IHFC-Campus_404x228.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IIITB_Thumbnail_image.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IIITB_Thumbnail_image.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IITM-Pravartak-AIML-HP-Thumbnail_New.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IITM-Pravartak-AIML-HP-Thumbnail_New.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/thumbnail-iit-blockchain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/thumbnail-iit-blockchain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/ITIL-4-Foundation.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/ITIL-4-Foundation.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/CSM.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/CSM.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Microsoft_Page-Image.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Microsoft_Page-Image.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/CISSP.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/CISSP.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Final_1 (1).jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Final_1 (1).jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/homepageiimi.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/homepageiimi.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Indian_Institute_of_Technology_Bombay_1.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Indian_Institute_of_Technology_Bombay_1.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/PMP.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/PMP.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IHFC-Campus_404x228.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IHFC-Campus_404x228.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IIITB_Thumbnail_image.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IIITB_Thumbnail_image.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/IITM-Pravartak-AIML-HP-Thumbnail_New.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/IITM-Pravartak-AIML-HP-Thumbnail_New.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/thumbnail-iit-blockchain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/thumbnail-iit-blockchain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/ITIL-4-Foundation.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/ITIL-4-Foundation.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/CSM.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/CSM.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Microsoft_Page-Image.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Microsoft_Page-Image.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/CISSP.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/CISSP.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage_spjain.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Thumbnailimage.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Thumbnailimage.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Final_1 (1).jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Final_1 (1).jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/homepageiimi.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/homepageiimi.jpg\" alt=\"image\">"
    },
    {
      "src": "https://www.simplilearn.com/ice9/banners/Indian_Institute_of_Technology_Bombay_1.jpg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"program-img \" src=\"https://www.simplilearn.com/ice9/banners/Indian_Institute_of_Technology_Bombay_1.jpg\" alt=\"image\">"
    }
  ],
  "possibleDialogs": [
    "<button class=\"ot-sdk-show-settings\" id=\"oneTrustPopup\" style=\"display:none\">OK</button>"
  ],
  "score": 75,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "Learn. Grow. Get Ahead with AI",
      "html": "<h2><i>Learn. Grow.</i><span style=\"display:block\"></span> Get Ahead with AI<img src=\"https://www.simplilearn.com/ice9/assets/home_banner_ai_icon.svgz\" class=\"ai-img-margin\" width=\"35\" height=\"35\" alt=\"hike\"></h2>"
    },
    {
      "text": "Unlock The Future Of AI With Our Top-Rated GenAI Courses",
      "html": "<h2>Unlock The Future Of AI With Our Top-Rated GenAI Courses</h2>"
    },
    {
      "text": "Enterprise Platform to Build AI-Ready Teams",
      "html": "<h2>Enterprise Platform to Build AI-Ready Teams</h2>"
    },
    {
      "text": "Partnering with the world's leading universities and companies",
      "html": "<h2>Partnering with the world&apos;s leading universities and companies</h2>"
    },
    {
      "text": "PMP® Certification Training",
      "html": "<h2>PMP&#xae; Certification Training</h2>"
    },
    {
      "text": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "html": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>"
    },
    {
      "text": "Advanced Executive Program in Cybersecurity",
      "html": "<h2>Advanced Executive Program in Cybersecurity</h2>"
    },
    {
      "text": "Advanced Executive Program In Applied Generative AI",
      "html": "<h2>Advanced Executive Program In Applied Generative AI</h2>"
    },
    {
      "text": "Professional Certificate Course in AI-Powered Data Analytics",
      "html": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>"
    },
    {
      "text": "ITIL® Foundation (Version 5)",
      "html": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>"
    },
    {
      "text": "Certified ScrumMaster® (CSM)",
      "html": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>"
    },
    {
      "text": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "html": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>"
    },
    {
      "text": "CISSP® - Certified Information Systems Security Professional Training",
      "html": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>"
    },
    {
      "text": "AI-Powered Digital Marketing Certificate Program",
      "html": "<h2>AI-Powered Digital Marketing Certificate Program</h2>"
    },
    {
      "text": "Digital Supply Chain Management Certification",
      "html": "<h2>Digital Supply Chain Management Certification</h2>"
    },
    {
      "text": "AI-Powered Professional Certification in Product Management",
      "html": "<h2>AI-Powered Professional Certification in Product Management</h2>"
    },
    {
      "text": "Professional Certificate Programme in AI Product Development & Innovation",
      "html": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>"
    },
    {
      "text": "Executive Certificate Programme in General Management",
      "html": "<h2>Executive Certificate Programme in General Management</h2>"
    },
    {
      "text": "e-Post Graduate Diploma (ePGD) in IC Design",
      "html": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>"
    },
    {
      "text": "PMP® Certification Training",
      "html": "<h2>PMP&#xae; Certification Training</h2>"
    },
    {
      "text": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "html": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>"
    },
    {
      "text": "Advanced Executive Program in Cybersecurity",
      "html": "<h2>Advanced Executive Program in Cybersecurity</h2>"
    },
    {
      "text": "Advanced Executive Program In Applied Generative AI",
      "html": "<h2>Advanced Executive Program In Applied Generative AI</h2>"
    },
    {
      "text": "Professional Certificate Course in AI-Powered Data Analytics",
      "html": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>"
    },
    {
      "text": "ITIL® Foundation (Version 5)",
      "html": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>"
    },
    {
      "text": "Certified ScrumMaster® (CSM)",
      "html": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>"
    },
    {
      "text": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "html": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>"
    },
    {
      "text": "CISSP® - Certified Information Systems Security Professional Training",
      "html": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>"
    },
    {
      "text": "AI-Powered Digital Marketing Certificate Program",
      "html": "<h2>AI-Powered Digital Marketing Certificate Program</h2>"
    },
    {
      "text": "Digital Supply Chain Management Certification",
      "html": "<h2>Digital Supply Chain Management Certification</h2>"
    },
    {
      "text": "AI-Powered Professional Certification in Product Management",
      "html": "<h2>AI-Powered Professional Certification in Product Management</h2>"
    },
    {
      "text": "Professional Certificate Programme in AI Product Development & Innovation",
      "html": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>"
    },
    {
      "text": "Executive Certificate Programme in General Management",
      "html": "<h2>Executive Certificate Programme in General Management</h2>"
    },
    {
      "text": "e-Post Graduate Diploma (ePGD) in IC Design",
      "html": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>"
    },
    {
      "text": "Join 15 Million Learners Who Trust Learning with Us",
      "html": "<h2>Join <span> 15 Million Learners </span> Who Trust Learning with Us</h2>"
    },
    {
      "text": "Real Stories, Incredible Journeys",
      "html": "<h2>Real Stories,<br> Incredible Journeys</h2>"
    },
    {
      "text": "Why Our Programs Stand Out",
      "html": "<h2>Why Our Programs Stand Out</h2>"
    },
    {
      "text": "Hear from Simplilearn Alumni at Top Companies",
      "html": "<h2>Hear from Simplilearn Alumni at Top Companies</h2>"
    },
    {
      "text": "For BusinessSimplilearnSkillUp+",
      "html": "<h2><span>For Business</span>Simplilearn<br>SkillUp+</h2>"
    },
    {
      "text": "Recognized by Top Industry Bodies",
      "html": "<h2>Recognized by Top Industry Bodies</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Simplilearn?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Simplilearn work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Simplilearn?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Simplilearn free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Simplilearn compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Simplilearn?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Simplilearn work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Simplilearn free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Simplilearn 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 89/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: certification, explore, top, programs.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

89/100

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 89/100 and needs improvement.

Evidence

{
  "title": "Simplilearn | Online Courses - Bootcamp & Certification Platform",
  "h1": "Explore Our Top Programs",
  "description": "Simplilearn is the popular online Bootcamp & online courses learning platform that offers the industry's best PGPs, Master's, and Live Training. Start upskilling!",
  "topicOverlap": 0.5555555555555556,
  "definitionCount": 9,
  "topicTerms": [
    "simplilearn",
    "online",
    "courses",
    "bootcamp",
    "certification",
    "platform",
    "explore",
    "top",
    "programs"
  ],
  "descriptionTerms": [
    "simplilearn",
    "popular",
    "online",
    "bootcamp",
    "courses",
    "learning",
    "platform",
    "offers",
    "industry",
    "best",
    "pgps",
    "master",
    "live",
    "training",
    "start",
    "upskilling"
  ],
  "missingFromDescription": [
    "certification",
    "explore",
    "top",
    "programs"
  ],
  "score": 89,
  "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

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

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

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 7222
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 7222
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Learn. Grow. Get Ahead with AI",
      "html": "<h2><i>Learn. Grow.</i><span style=\"display:block\"></span> Get Ahead with AI<img src=\"https://www.simplilearn.com/ice9/assets/home_banner_ai_icon.svgz\" class=\"ai-img-margin\" width=\"35\" height=\"35\" alt=\"hike\"></h2>"
    },
    {
      "text": "Unlock The Future Of AI With Our Top-Rated GenAI Courses",
      "html": "<h2>Unlock The Future Of AI With Our Top-Rated GenAI Courses</h2>"
    },
    {
      "text": "Enterprise Platform to Build AI-Ready Teams",
      "html": "<h2>Enterprise Platform to Build AI-Ready Teams</h2>"
    },
    {
      "text": "Partnering with the world's leading universities and companies",
      "html": "<h2>Partnering with the world&apos;s leading universities and companies</h2>"
    },
    {
      "text": "PMP® Certification Training",
      "html": "<h2>PMP&#xae; Certification Training</h2>"
    },
    {
      "text": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "html": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>"
    },
    {
      "text": "Advanced Executive Program in Cybersecurity",
      "html": "<h2>Advanced Executive Program in Cybersecurity</h2>"
    },
    {
      "text": "Advanced Executive Program In Applied Generative AI",
      "html": "<h2>Advanced Executive Program In Applied Generative AI</h2>"
    },
    {
      "text": "Professional Certificate Course in AI-Powered Data Analytics",
      "html": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>"
    },
    {
      "text": "ITIL® Foundation (Version 5)",
      "html": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>"
    },
    {
      "text": "Certified ScrumMaster® (CSM)",
      "html": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>"
    },
    {
      "text": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "html": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>"
    },
    {
      "text": "CISSP® - Certified Information Systems Security Professional Training",
      "html": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>"
    },
    {
      "text": "AI-Powered Digital Marketing Certificate Program",
      "html": "<h2>AI-Powered Digital Marketing Certificate Program</h2>"
    },
    {
      "text": "Digital Supply Chain Management Certification",
      "html": "<h2>Digital Supply Chain Management Certification</h2>"
    },
    {
      "text": "AI-Powered Professional Certification in Product Management",
      "html": "<h2>AI-Powered Professional Certification in Product Management</h2>"
    },
    {
      "text": "Professional Certificate Programme in AI Product Development & Innovation",
      "html": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>"
    },
    {
      "text": "Executive Certificate Programme in General Management",
      "html": "<h2>Executive Certificate Programme in General Management</h2>"
    },
    {
      "text": "e-Post Graduate Diploma (ePGD) in IC Design",
      "html": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>"
    },
    {
      "text": "PMP® Certification Training",
      "html": "<h2>PMP&#xae; Certification Training</h2>"
    },
    {
      "text": "Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation",
      "html": "<h2>Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation</h2>"
    },
    {
      "text": "Advanced Executive Program in Cybersecurity",
      "html": "<h2>Advanced Executive Program in Cybersecurity</h2>"
    },
    {
      "text": "Advanced Executive Program In Applied Generative AI",
      "html": "<h2>Advanced Executive Program In Applied Generative AI</h2>"
    },
    {
      "text": "Professional Certificate Course in AI-Powered Data Analytics",
      "html": "<h2>Professional Certificate Course in AI-Powered Data Analytics</h2>"
    },
    {
      "text": "ITIL® Foundation (Version 5)",
      "html": "<h2>ITIL<sup>&#xae;</sup> Foundation (Version 5)</h2>"
    },
    {
      "text": "Certified ScrumMaster® (CSM)",
      "html": "<h2>Certified ScrumMaster<sup>&#xae;</sup> (CSM)</h2>"
    },
    {
      "text": "Microsoft Applied Agentic AI: Systems Design & Impact",
      "html": "<h2>Microsoft Applied Agentic AI: Systems Design &amp; Impact</h2>"
    },
    {
      "text": "CISSP® - Certified Information Systems Security Professional Training",
      "html": "<h2>CISSP&#xae; - Certified Information Systems Security Professional Training</h2>"
    },
    {
      "text": "AI-Powered Digital Marketing Certificate Program",
      "html": "<h2>AI-Powered Digital Marketing Certificate Program</h2>"
    },
    {
      "text": "Digital Supply Chain Management Certification",
      "html": "<h2>Digital Supply Chain Management Certification</h2>"
    },
    {
      "text": "AI-Powered Professional Certification in Product Management",
      "html": "<h2>AI-Powered Professional Certification in Product Management</h2>"
    },
    {
      "text": "Professional Certificate Programme in AI Product Development & Innovation",
      "html": "<h2>Professional Certificate Programme in AI Product Development &amp; Innovation</h2>"
    },
    {
      "text": "Executive Certificate Programme in General Management",
      "html": "<h2>Executive Certificate Programme in General Management</h2>"
    },
    {
      "text": "e-Post Graduate Diploma (ePGD) in IC Design",
      "html": "<h2>e-Post Graduate Diploma (ePGD) in IC Design</h2>"
    },
    {
      "text": "Join 15 Million Learners Who Trust Learning with Us",
      "html": "<h2>Join <span> 15 Million Learners </span> Who Trust Learning with Us</h2>"
    },
    {
      "text": "Real Stories, Incredible Journeys",
      "html": "<h2>Real Stories,<br> Incredible Journeys</h2>"
    },
    {
      "text": "Why Our Programs Stand Out",
      "html": "<h2>Why Our Programs Stand Out</h2>"
    },
    {
      "text": "Hear from Simplilearn Alumni at Top Companies",
      "html": "<h2>Hear from Simplilearn Alumni at Top Companies</h2>"
    },
    {
      "text": "For BusinessSimplilearnSkillUp+",
      "html": "<h2><span>For Business</span>Simplilearn<br>SkillUp+</h2>"
    },
    {
      "text": "Recognized by Top Industry Bodies",
      "html": "<h2>Recognized by Top Industry Bodies</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Simplilearn?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Simplilearn work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Simplilearn?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Simplilearn free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Simplilearn compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Simplilearn?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Simplilearn work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Simplilearn free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Simplilearn compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

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

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 25495,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 23119,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "/title",
            "/javascript",
            "//",
            "/Firefox",
            "/);o&&(r=+o",
            "/Version",
            "/(",
            "/;if(navigator.userAgent)",
            "https://\"+t.agent,n.parentNode.insertBefore(e,n",
            "/nr-1118.min.js"
          ],
          "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 25495,
        "text": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf(\"nr_dev\")!==-1&&(s.nrDev=!0))}catch(c){}s.nrDev&&i.on(\"internal-error\",function(t){r(t.stack)}),s.dev&&i.on(\"fn-err\",function(t,n,e){r(e.stack)}),s.dev&&(r(\"NR AGENT IN DEVELOPMENT MODE\"),r(\"flags: \"+a(s,function(t,n){return t}).join(\", \")))},{}],2:[function(t,n,e){function r(t,n,e,r,s){try{p?p-=1:o(s||new UncaughtException(t,n,e),!0)}catch(f){try{i(\"ierr\",[f,c.now(),!0])}catch(d){}}return\"function\"==typeof u&&u.apply(this,a(arguments))}function UncaughtException(t,n,e){this.message=t||\"Uncaught error with no additional information\",this.sourceURL=n,this.line=e}function o(t,n){var e=n?null:c.now();i(\"err\",[t,e])}var i=t(\"handle\"),a=t(17),s=t(\"ee\"),c=t(\"loader\"),f=t(\"gos\"),u=window.onerror,d=!1,l=\"nr@seenError\",p=0;c.features.err=!0,t(1),window.onerror=r;try{throw new Error}catch(h){\"stack\"in h&&(t(8),t(7),\"addEventListener\"in window&&t(5),c.xhrWrappable&&t(9),d=!0)}s.on(\"fn-start\",function(t,n,e){d&&(p+=1)}),s.on(\"fn-err\",function(t,n,e){d&&!e[l]&&(f(e,l,function(){return!0}),this.thrown=!0,o(e))}),s.on(\"fn-end\",function(){d&&!this.thrown&&p>0&&(p-=1)}),s.on(\"internal-error\",function(t){i(\"ierr\",[t,c.now(),!0])})},{}],3:[function(t,n,e){t(\"loader\").features.ins=!0},{}],4:[function(t,n,e){function r(t){}if(window.performance&&window.performance.timing&&window.performance.getEntriesByType){var o=t(\"ee\"),i=t(\"handle\"),a=t(8),s=t(7),c=\"learResourceTimings\",f=\"addEventListener\",u=\"resourcetimingbufferfull\",d=\"bstResource\",l=\"resource\",p=\"-start\",h=\"-end\",m=\"fn\"+p,v=\"fn\"+h,w=\"bstTimer\",y=\"pushState\",g=t(\"loader\");g.features.stn=!0,t(6);var b=NREUM.o.EV;o.on(m,function(t,n){var e=t[0];e instanceof b&&(this.bstStart=g.now())}),o.on(v,function(t,n){var e=t[0];e instanceof b&&i(\"bst\",[e,n,this.bstStart,g.now()])}),a.on(m,function(t,n,e){this.bstStart=g.now(),this.bstType=e}),a.on(v,function(t,n){i(w,[n,this.bstStart,g.now(),this.bstType])}),s.on(m,function(){this.bstStart=g.now()}),s.on(v,function(t,n){i(w,[n,this.bstStart,g.now(),\"requestAnimationFrame\"])}),o.on(y+p,function(t){this.time=g.now(),this.startPath=location.pathname+location.hash}),o.on(y+h,function(t){i(\"bstHist\",[location.pathname+location.hash,this.startPath,this.time])}),f in window.performance&&(window.performance[\"c\"+c]?window.performance[f](u,function(t){i(d,[window.performance.getEntriesByType(l)]),window.performance[\"c\"+c]()},!1):window.performance[f](\"webkit\"+u,function(t){i(d,[window.performance.getEntriesByType(l)]),window.performance[\"webkitC\"+c]()},!1)),document[f](\"scroll\",r,{passive:!0}),document[f](\"keypress\",r,!1),document[f](\"click\",r,!1)}},{}],5:[function(t,n,e){function r(t){for(var n=t;n&&!n.hasOwnProperty(u);)n=Object.getPrototypeOf(n);n&&o(n)}function o(t){s.inPlace(t,[u,d],\"-\",i)}function i(t,n){return t[1]}var a=t(\"ee\").get(\"events\"),s=t(19)(a,!0),c=t(\"gos\"),f=XMLHttpRequest,u=\"addEventListener\",d=\"removeEventListener\";n.exports=a,\"getPrototypeOf\"in Object?(r(document),r(window),r(f.prototype)):f.prototype.hasOwnProperty(u)&&(o(window),o(f.prototype)),a.on(u+\"-start\",function(t,n){var e=t[1],r=c(e,\"nr@wrapped\",function(){function t(){if(\"function\"==typeof e.handleEvent)return e.handleEvent.apply(e,arguments)}var n={object:t,\"function\":e}[typeof e];return n?s(n,\"fn"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 25495,
          "text": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf(\"nr_dev\")!==-1&&(s.nrDev=!0))}catch(c){}s.nrDev&&i.on(\"internal-error\",function(t){r(t.stack)}),s.dev&&i.on(\"fn-err\",function(t,n,e){r(e.stack)}),s.dev&&(r(\"NR AGENT IN DEVELOPMENT MODE\"),r(\"flags: \"+a(s,function(t,n){return t}).join(\", \")))},{}],2:[function(t,n,e){function r(t,n,e,r,s){try{p?p-=1:o(s||new UncaughtException(t,n,e),!0)}catch(f){try{i(\"ierr\",[f,c.now(),!0])}catch(d){}}return\"function\"==typeof u&&u.apply(this,a(arguments))}function UncaughtException(t,n,e){this.message=t||\"Uncaught error with no additional information\",this.sourceURL=n,this.line=e}function o(t,n){var e=n?null:c.now();i(\"err\",[t,e])}var i=t(\"handle\"),a=t(17),s=t(\"ee\"),c=t(\"loader\"),f=t(\"gos\"),u=window.onerror,d=!1,l=\"nr@seenError\",p=0;c.features.err=!0,t(1),window.onerror=r;try{throw new Error}catch(h){\"stack\"in h&&(t(8),t(7),\"addEventListener\"in window&&t(5),c.xhrWrappable&&t(9),d=!0)}s.on(\"fn-start\",function(t,n,e){d&&(p+=1)}),s.on(\"fn-err\",function(t,n,e){d&&!e[l]&&(f(e,l,function(){return!0}),this.thrown=!0,o(e))}),s.on(\"fn-end\",function(){d&&!this.thrown&&p>0&&(p-=1)}),s.on(\"internal-error\",function(t){i(\"ierr\",[t,c.now(),!0])})},{}],3:[function(t,n,e){t(\"loader\").features.ins=!0},{}],4:[function(t,n,e){function r(t){}if(window.performance&&window.performance.timing&&window.performance.getEntriesByType){var o=t(\"ee\"),i=t(\"handle\"),a=t(8),s=t(7),c=\"learResourceTimings\",f=\"addEventListener\",u=\"resourcetimingbufferfull\",d=\"bstResource\",l=\"resource\",p=\"-start\",h=\"-end\",m=\"fn\"+p,v=\"fn\"+h,w=\"bstTimer\",y=\"pushState\",g=t(\"loader\");g.features.stn=!0,t(6);var b=NREUM.o.EV;o.on(m,function(t,n){var e=t[0];e instanceof b&&(this.bstStart=g.now())}),o.on(v,function(t,n){var e=t[0];e instanceof b&&i(\"bst\",[e,n,this.bstStart,g.now()])}),a.on(m,function(t,n,e){this.bstStart=g.now(),this.bstType=e}),a.on(v,function(t,n){i(w,[n,this.bstStart,g.now(),this.bstType])}),s.on(m,function(){this.bstStart=g.now()}),s.on(v,function(t,n){i(w,[n,this.bstStart,g.now(),\"requestAnimationFrame\"])}),o.on(y+p,function(t){this.time=g.now(),this.startPath=location.pathname+location.hash}),o.on(y+h,function(t){i(\"bstHist\",[location.pathname+location.hash,this.startPath,this.time])}),f in window.performance&&(window.performance[\"c\"+c]?window.performance[f](u,function(t){i(d,[window.performance.getEntriesByType(l)]),window.performance[\"c\"+c]()},!1):window.performance[f](\"webkit\"+u,function(t){i(d,[window.performance.getEntriesByType(l)]),window.performance[\"webkitC\"+c]()},!1)),document[f](\"scroll\",r,{passive:!0}),document[f](\"keypress\",r,!1),document[f](\"click\",r,!1)}},{}],5:[function(t,n,e){function r(t){for(var n=t;n&&!n.hasOwnProperty(u);)n=Object.getPrototypeOf(n);n&&o(n)}function o(t){s.inPlace(t,[u,d],\"-\",i)}function i(t,n){return t[1]}var a=t(\"ee\").get(\"events\"),s=t(19)(a,!0),c=t(\"gos\"),f=XMLHttpRequest,u=\"addEventListener\",d=\"removeEventListener\";n.exports=a,\"getPrototypeOf\"in Object?(r(document),r(window),r(f.prototype)):f.prototype.hasOwnProperty(u)&&(o(window),o(f.prototype)),a.on(u+\"-start\",function(t,n){var e=t[1],r=c(e,\"nr@wrapped\",function(){function t(){if(\"function\"==typeof e.handleEvent)return e.handleEvent.apply(e,arguments)}var n={object:t,\"function\":e}[typeof e];return n?s(n,\"fn"
        }
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25495
          }
        ]
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "\n<!DOCTYPE html> \n<html lang=\"en\" xml:lang=\"en\">\n    <head>\n            <title>OOPS Looks like you've crash landed on Mars!</title>\n        <script type=\"text/javascript\">(window.NREUM||(NREUM={})).loader_config={xpid:\"UgYHVF5UGwIDUVZTAgIH\"};window.NREUM||(NREUM={}),__nr_require=function(t,n,e){function r(e){if(!n[e]){var o=n[e]={exports:{}};t[e][0].call(o.exports,function(n){var o=t[e][1][n];return r(o||n)},o,o.exports)}return n[e].exports}if(\"function\"==typeof __nr_require)return __nr_require;for(var o=0;o<e.length;o++)r(e[o]);return r}({1:[function(t,n,e){function r(t){try{s.console&&console.log(t)}catch(n){}}var o,i=t(\"ee\"),a=t(16),s={};try{o=localStorage.getItem(\"__nr_flags\").split(\",\"),console&&\"function\"==typeof console.log&&(s.console=!0,o.indexOf(\"dev\")!==-1&&(s.dev=!0),o.indexOf("
      },
      "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.simplilearn.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.simplilearn.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.simplilearn.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.simplilearn.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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Background and foreground colors do not have a sufficient contrast ratio.

100 Fail

Check name

Background and foreground colors do not have a sufficient contrast ratio.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).

References

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

Evidence

{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}

SEOSEOBrowser audit

Links are not crawlable

100 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)

References

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

Evidence

{
  "description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

100 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

1 warning found

Fix guidance

Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).

References

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

Evidence

{
  "displayValue": "1 warning found",
  "description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

20 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

20 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2.9 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "2.9 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 2894.768999999994
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

10 Warning

Check name

Use efficient cache lifetimes

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 407 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 407 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

6 Fail

Check name

Loading performance

Score

71/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 98,
      "displayValue": "0.7 s",
      "numericValue": 679.0031083172726
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 55,
      "displayValue": "2.2 s",
      "numericValue": 2159.9097480430964
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 20 ms",
      "numericValue": 19
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 6,
      "displayValue": "960 ms",
      "numericValue": 959.8527660263817
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 65,
      "displayValue": "200 ms",
      "numericValue": 203.99999999999955
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "30 ms",
      "numericValue": 26.657324999999997
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 44,
      "displayValue": "4.8 s",
      "numericValue": 4804.388767268348
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 96,
      "displayValue": "0.9 s",
      "numericValue": 921.0059340602478
    }
  ]
}

Fix with MCP or CLI

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

Score history

Public scan score over time

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

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 9, 2026	63/100	Level 3, Bot-Aware	Current report