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Jun 9, 2026, 8:35:15 AMJun 9, 2026, 8:35 AM
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43/100
OVERALL SCORE
Level 2, Agent-Limited
Priority improvements needed for AI agents
- AI Discoverability 18 out of 100
- Agent Ease of Use 25 out of 100
- Security & Trust 40 out of 100
- GEO, AIO and AEO 62 out of 100
- SEO 92 out of 100
- Performance and Accessibility 63 out of 100
What AI sees of your website
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Live courses with real-world experts in AI, Product, Leadership, Design, Data & engineering, Marketing & sales, and Business & finance.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 18 | Priority fix | 4 | 19 | 0 | View details |
| Discoverability | 17 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 33 | Priority fix | 2 | 8 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 25 | Priority fix | 9 | 33 | 4 | View details |
| API | 17 | Priority fix | 1 | 8 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 35 | Priority fix | 2 | 7 | 3 | View details |
| Skill Discovery | 22 | Priority fix | 2 | 11 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 62 | Needs work | 4 | 3 | 13 | View details |
| GEO Readiness | 73 | Needs work | 2 | 0 | 4 | |
| AIO Readiness | 55 | Needs work | 1 | 2 | 4 | View details |
| AEO Readiness | 58 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 40 | Priority fix | 6 | 3 | 0 | View details |
| Security & Trust | 40 | Priority fix | 2 | 3 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 63 | Needs work | 20 | 3 | 1 | View details |
| Performance | 48 | Priority fix | 15 | 2 | 1 | View details |
| Accessibility | 92 | Strong | 5 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
50 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"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.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors 'self'; object-src 'none';"
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Needs attention
OpenAPI discovery
01
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.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
33 Fail
Needs attention
Referrer-Policy
01
Issue
Referrer-Policy is missing or incomplete.
02
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
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": 6934
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
33 Fail
Needs attention
X-Content-Type-Options
01
Issue
X-Content-Type-Options is missing or incomplete.
02
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
Needs attention
llms.txt
01
Issue
llms.txt was not found at the expected path.
02
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "(none)".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": ""
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
"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": 109807,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://fonts.gstatic.com\" crossorigin=\"anonymous\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scal",
"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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: skipped heading levels; 3 links missing accessible names; 9 buttons missing accessible names; 0/5 applicable form inputs have autocomplete attributes (5 missing).
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a class=\"highlight:text-text-secondary -mx-4 flex items-center gap-2 px-4 lg:hidden\" href=\"/login?next=%2Findex\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"auto\" height=\"auto\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"size-6\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 22c5.523 0 10-4.477 10-10S17.523 2 12 2 2 6.477 2 12s4.477 10 10 10\"/><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 ",
"<a class=\"highlight:text-text-secondary -mx-4 flex items-center gap-2 px-4 lg:hidden\" href=\"/login?next=%2Findex\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"auto\" height=\"auto\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"size-6\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 22c5.523 0 10-4.477 10-10S17.523 2 12 2 2 6.477 2 12s4.477 10 10 10\"/><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 ",
"<a class=\"highlight:text-text-secondary -mx-4 flex items-center gap-2 px-4 lg:hidden\" href=\"/login?next=%2Findex\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"auto\" height=\"auto\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"size-6\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 22c5.523 0 10-4.477 10-10S17.523 2 12 2 2 6.477 2 12s4.477 10 10 10\"/><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M12 "
],
"inaccessibleButtons": [
"<button class=\"hover:bg-bg-hover-active inset-ring-border-focus flex items-center px-4 outline-none focus-visible:inset-ring-2\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2 4C2 3.66863 2.35039 3.4 2.78261 3.4H13.2174C13.6496 3.4 14 3.66863 14 4C14 4.33137 13.6496 4.6 13.2174 4.6H2.78261C2.35039 4.6 2 4.33137 2 4ZM2 8C2 7.66863 2.35039 7.4 2.78261 7.4H13.2174C13.6496 7.4 14 7.66863 14 8C14 8.3313",
"<button type=\"reset\" class=\"absolute right-4 peer-placeholder-shown:hidden\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.5 3.5L3.5 12.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M12.5 12.5L3.5 3.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></button>",
"<button class=\"flex h-9 w-9 items-center justify-center\"><svg class=\"\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.5999 7.25C2.5999 4.68188 4.68177 2.6 7.2499 2.6C9.81802 2.6 11.8999 4.68188 11.8999 7.25C11.8999 8.53251 11.3807 9.69376 10.541 10.535C10.5399 10.5361 10.5388 10.5372 10.5377 10.5383C10.5366 10.5393 10.5356 10.5404 10.5345 10.5415C9.69328 11.381 8.5322 11.9 7.2499 11.9C4.68177 11.9 2.59",
"<button class=\"hover:bg-bg-hover-active inset-ring-border-focus flex items-center px-4 outline-none focus-visible:inset-ring-2\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2 4C2 3.66863 2.35039 3.4 2.78261 3.4H13.2174C13.6496 3.4 14 3.66863 14 4C14 4.33137 13.6496 4.6 13.2174 4.6H2.78261C2.35039 4.6 2 4.33137 2 4ZM2 8C2 7.66863 2.35039 7.4 2.78261 7.4H13.2174C13.6496 7.4 14 7.66863 14 8C14 8.3313",
"<button type=\"reset\" class=\"absolute right-4 peer-placeholder-shown:hidden\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.5 3.5L3.5 12.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M12.5 12.5L3.5 3.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></button>",
"<button class=\"flex h-9 w-9 items-center justify-center\"><svg class=\"\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.5999 7.25C2.5999 4.68188 4.68177 2.6 7.2499 2.6C9.81802 2.6 11.8999 4.68188 11.8999 7.25C11.8999 8.53251 11.3807 9.69376 10.541 10.535C10.5399 10.5361 10.5388 10.5372 10.5377 10.5383C10.5366 10.5393 10.5356 10.5404 10.5345 10.5415C9.69328 11.381 8.5322 11.9 7.2499 11.9C4.68177 11.9 2.59",
"<button class=\"hover:bg-bg-hover-active inset-ring-border-focus flex items-center px-4 outline-none focus-visible:inset-ring-2\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2 4C2 3.66863 2.35039 3.4 2.78261 3.4H13.2174C13.6496 3.4 14 3.66863 14 4C14 4.33137 13.6496 4.6 13.2174 4.6H2.78261C2.35039 4.6 2 4.33137 2 4ZM2 8C2 7.66863 2.35039 7.4 2.78261 7.4H13.2174C13.6496 7.4 14 7.66863 14 8C14 8.3313",
"<button type=\"reset\" class=\"absolute right-4 peer-placeholder-shown:hidden\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.5 3.5L3.5 12.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M12.5 12.5L3.5 3.5\" stroke=\"currentColor\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></button>",
"<button class=\"flex h-9 w-9 items-center justify-center\"><svg class=\"\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.5999 7.25C2.5999 4.68188 4.68177 2.6 7.2499 2.6C9.81802 2.6 11.8999 4.68188 11.8999 7.25C11.8999 8.53251 11.3807 9.69376 10.541 10.535C10.5399 10.5361 10.5388 10.5372 10.5377 10.5383C10.5366 10.5393 10.5356 10.5404 10.5345 10.5415C9.69328 11.381 8.5322 11.9 7.2499 11.9C4.68177 11.9 2.59"
],
"missingAutocompleteInputs": [
"<input name=\"search\" class=\"peer p3 mr-6 ml-3 grow outline-none\" placeholder=\"What do you want to learn?\" type=\"text\" value>",
"<input name=\"search\" class=\"peer p3 mr-6 ml-3 grow outline-none\" placeholder=\"What do you want to learn?\" type=\"text\" value>",
"<input name=\"search\" class=\"peer p3 mr-6 ml-3 grow outline-none\" placeholder=\"What do you want to learn?\" type=\"text\" value>",
"<input name=\"leaveBlank\" class=\"hidden\">",
"<input name=\"email\" id=\":R1jvnj6:\" placeholder=\"[email protected]\" required type=\"email\" class=\"placeholder:text-text-inactive text-text-primary user-invalid:border-sunrise-300 hover:user-invalid:border-sunrise-300 border-border-primary ring-border-border-active bg-bg-primary focus-visible:border-border-active hover:border-border-hover hover:focus-visible:border-border-active focus-visible:bg-bg-active-hover h-14 min-w-90 rounded-lg border py-2 pr-14 pl-5 shadow-sm transition duration-150 ease-out "
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h3: Building Agentic AI Applications with a Problem-First Approach",
"h3: Mastering Agentic AI: Certification by The Gen Academy",
"h3: World-class Product Sense in Practice",
"h3: AI Product Management Certification by Product Faculty",
"h3: AI Evals For Engineers & PMs",
"h3: Executive Playbook for AI in Engineering, Product, and Design",
"h3: How to Break Through Promotion for Non-Native Speaking IC/Manager",
"h3: Learn to Control AI like a Creative Director",
"h3: AI Software Development: From First Prompt to Production Code",
"h3: Advanced Product Taste",
"h3: How To Build Your Claude Code Team OS",
"h3: AI Agent System Design for Product Managers",
"h3: Build Your Management Second Brain: The AI That Gets Smarter As You Lead",
"h3: Become an Agent-Native Operator in 1 day",
"h3: High Quality Decision Making for Senior Leaders & Executives",
"h3: The AI-Native Leader",
"h3: Managing Up and Across — Communicate effectively with leaders above you",
"h3: Install an Agent Native OS in one day with Claude Code",
"h3: Mastering RAG-based systems for software engineers",
"h3: Better RAG retrieval with late interaction",
"h3: How to Answer Agentic AI System Design Questions",
"h3: Context Engineering & RAG for PMs: A Live Build",
"h3: How to Future-Proof Your Career with AI",
"h3: Mastering Claude Cowork: Become an AI-Native Professional",
"h3: Claude Cowork Masterclass",
"h3: Build Your First Live App With Claude Code (45 min)",
"h3: Claude Certified Architect Certification",
"h3: Building Agentic AI Applications with a Problem-First Approach",
"h3: Mastering Agentic AI: Certification by The Gen Academy",
"h3: World-class Product Sense in Practice",
"h3: AI Product Management Certification by Product Faculty",
"h3: AI Evals For Engineers & PMs",
"h3: Executive Playbook for AI in Engineering, Product, and Design",
"h3: How to Break Through Promotion for Non-Native Speaking IC/Manager",
"h3: Learn to Control AI like a Creative Director",
"h3: AI Software Development: From First Prompt to Production Code",
"h3: AI Product Management Bootcamp & Certification by AI Product Academy",
"h3: End-to-End AI Engineering Bootcamp",
"h3: Claude Code for Customer Insights",
"h3: Beyond Evals: Designing Improvement Flywheels for AI Products",
"h3: How to Scale A Business With Agentic Workflows by AI Build Lab",
"h3: Beyond Senior Manager - Break Through to Strategic Executive",
"h3: Self-Paced: How to Become a Supermanager with AI",
"h3: The AI Engineer Certification",
"h3: Hands-on Agentic AI for Leaders",
"h3: Cracking the C-suite in the AI Economy",
"h3: Agent Native Summer Camp by AI Build Lab",
"h3: AI Analytics for Builders",
"h3: AI-Powered Search: Modern Retrieval for Humans & Agents",
"h3: AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales",
"h3: Agentic AI for Claude Builders",
"h2: Learn from the best in the industry",
"h1: Browse Maven by category",
"h3: Learn",
"h3: Teach",
"h3: Maven"
]
},
"counts": {
"h1": 1,
"headings": 56,
"links": 315,
"inaccessibleLinks": 3,
"buttons": 19,
"inaccessibleButtons": 9,
"images": 162,
"imagesWithAlt": 162,
"autocompleteInputs": 5,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 5
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
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": 6934
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
}
]
},
"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
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
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": 6934
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
}
]
},
"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
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
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": 6934
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
20 Fail
Needs attention
JSON-LD present
01
Issue
No JSON-LD blocks found.
02
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
20 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
20 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
20 Fail
Needs attention
robots.txt
01
Issue
robots.txt was found but could not be parsed as valid.
02
Why it matters
robots.txt gives crawlers and agents a standard place to read crawl permissions, disallowed paths, and sitemap locations before requesting site content.
Check name
robots.txt
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish /robots.txt with clear crawl rules.
Result
robots.txt is missing or incomplete.
Evidence
{
"statusCode": 200,
"contentType": "text/plain; charset=utf-8",
"parsedUserAgents": [],
"sitemapDirectives": [
"https://maven.com/sitemap.xml"
],
"rawExcerpt": "Sitemap: https://maven.com/sitemap.xml"
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Needs attention
AI context endpoint
01
Issue
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
50/100
Status
fail
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 failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/api/ai/context",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
16 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
16 Fail
Needs attention
MCP Server Card
01
Issue
Response is not valid JSON.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
38/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp/server-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": []
},
"issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
"howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
},
{
"id": "tool-execution",
"title": "Verify advertised MCP tool execution",
"status": "warning",
"evidence": {
"probes": []
},
"issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
"howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
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
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
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": "maven.com",
"probes": [
{
"name": "_index._agents.maven.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.maven.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": "maven.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 UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
13 Fail
Needs attention
Agent Skills index
01
Issue
Response is not valid JSON.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
33/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-skills/index.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
},
{
"id": "skill-documents",
"title": "Fetch advertised SKILL.md files",
"status": "fail",
"evidence": {
"checkedCount": 0,
"totalCount": 0,
"checked": []
},
"issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
"howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Needs attention
mcp.json
01
Issue
Response is not valid JSON.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp/server-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="search"> is missing tool-param-description.<input name="search"> is missing tool-param-description.<input name="search"> is missing tool-param-description.<input name="leaveBlank"> is missing a label.<input name="leaveBlank"> is missing tool-param-description.<input name="email"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 4,
"formsWithTags": 0,
"totalInteractive": 339,
"interactiveWithTags": 0,
"totalCount": 343,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"leaveBlank\"> is missing a label.",
"<input name=\"leaveBlank\"> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 6,
"issues": [
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"leaveBlank\"> is missing a label.",
"<input name=\"leaveBlank\"> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"search\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"search\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"search\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"leaveBlank\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"leaveBlank\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"email\"> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 4,
"formsWithTags": 0,
"totalInteractive": 339,
"interactiveWithTags": 0,
"totalCount": 343,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"leaveBlank\"> is missing a label.",
"<input name=\"leaveBlank\"> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 4,
"formsWithTags": 0,
"totalInteractive": 339,
"interactiveWithTags": 0,
"totalCount": 343,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"search\"> is missing tool-param-description.",
"<input name=\"leaveBlank\"> is missing a label.",
"<input name=\"leaveBlank\"> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Needs attention
A2A Agent Card
01
Issue
Response is not valid JSON.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
Needs attention
AIO: Visible structured data match
01
Issue
No JSON-LD structured data was detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 50/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 50/100 and needs improvement.
6 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, clear definition sentence using "is", "means", or "refers to" where natural, JSON-LD structured data.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
50/100
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 50/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": true,
"definitionPatterns": 0,
"schemaBlocks": 0,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"clear definition sentence using \"is\", \"means\", or \"refers to\" where natural",
"JSON-LD structured data"
],
"score": 50,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About us",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/about\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>About us</span></a>"
},
{
"href": "https://www.linkedin.com/company/maven-hq/",
"text": "",
"html": "<a class=\"highlight:text-text-primary transition-colors\" href=\"https://www.linkedin.com/company/maven-hq/\" title=\"LinkedIn\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3C3.67157 3 3 3.67157 3 4.5V19.5C3 20.3284 3.67157 21 4.5 21H19.5C20.3284 21 21 20.3284 21 19.5V4.5C21 3.67157 20.3284 3 19.5 3H4.5ZM8.52076 7.00272C8.52639 7.95897 7.81061 8.54819 6.96123 8.54397C6.16107 8.53975 5.46357 7.9..."
}
],
"contactLinks": [
{
"href": "mailto:[email protected]",
"text": "[email protected]",
"html": "<a href=\"mailto:[email protected]\" class=\"p2 font-semibold\">[email protected]</a>"
},
{
"href": "https://help.maven.com/en/collections/3387498-maven-admin-tools",
"text": "Instructor resources",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"https://help.maven.com/en/collections/3387498-maven-admin-tools\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Instructor resources</span></a>"
},
{
"href": "https://help.maven.com/",
"text": "Help center",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"https://help.maven.com/\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Help center</span></a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy policy",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/privacy\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Privacy policy</span></a>"
},
{
"href": "/terms",
"text": "Terms of service",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/terms\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Terms of service</span></a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
5 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About us",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/about\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>About us</span></a>"
},
{
"href": "https://www.linkedin.com/company/maven-hq/",
"text": "",
"html": "<a class=\"highlight:text-text-primary transition-colors\" href=\"https://www.linkedin.com/company/maven-hq/\" title=\"LinkedIn\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3C3.67157 3 3 3.67157 3 4.5V19.5C3 20.3284 3.67157 21 4.5 21H19.5C20.3284 21 21 20.3284 21 19.5V4.5C21 3.67157 20.3284 3 19.5 3H4.5ZM8.52076 7.00272C8.52639 7.95897 7.81061 8.54819 6.96123 8.54397C6.16107 8.53975 5.46357 7.9..."
}
],
"contactLinks": [
{
"href": "mailto:[email protected]",
"text": "[email protected]",
"html": "<a href=\"mailto:[email protected]\" class=\"p2 font-semibold\">[email protected]</a>"
},
{
"href": "https://help.maven.com/en/collections/3387498-maven-admin-tools",
"text": "Instructor resources",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"https://help.maven.com/en/collections/3387498-maven-admin-tools\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Instructor resources</span></a>"
},
{
"href": "https://help.maven.com/",
"text": "Help center",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"https://help.maven.com/\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Help center</span></a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy policy",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/privacy\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Privacy policy</span></a>"
},
{
"href": "/terms",
"text": "Terms of service",
"html": "<a class=\"group hover:text-text-primary ring-border-active relative -mx-2 block px-2 py-2 whitespace-nowrap transition-colors duration-300 ease-in-out outline-none focus-visible:ring-2\" href=\"/terms\"><span class=\"relative\"><div class=\"absolute right-0 -bottom-0 left-0 h-0.5 origin-left scale-x-0 bg-current transition duration-300 ease-in-out group-hover:scale-x-100\" aria-hidden=\"true\"></div>Terms of service</span></a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: maven, unlock, career, growth, browse, category.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
70/100
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 70/100 and needs improvement.
Evidence
{
"title": "Maven | Unlock your career growth",
"h1": "Browse Maven by category",
"description": "Live courses with real-world experts in AI, Product, Leadership, Design, Data & engineering, Marketing & sales, and Business & finance.",
"topicOverlap": 0,
"topicTerms": [
"maven",
"unlock",
"career",
"growth",
"browse",
"category"
],
"descriptionTerms": [
"live",
"courses",
"real",
"world",
"experts",
"product",
"leadership",
"design",
"data",
"engineering",
"marketing",
"sales",
"business",
"finance"
],
"missingFromDescription": [
"maven",
"unlock",
"career",
"growth",
"browse",
"category"
],
"score": 70,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
55 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 55,
"passing": 0,
"failing": [
{
"heading": "Building Agentic AI Applications with a Problem-First Approach",
"headingHtml": "<h3 class=\"line-clamp-2\">Building Agentic AI Applications with a Problem-First Approach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering Agentic AI: Certification by The Gen Academy",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering Agentic AI: Certification by The Gen Academy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "World-class Product Sense in Practice",
"headingHtml": "<h3 class=\"line-clamp-2\">World-class Product Sense in Practice</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Certification by Product Faculty",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Certification by Product Faculty</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Evals For Engineers & PMs",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Evals For Engineers & PMs</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Executive Playbook for AI in Engineering, Product, and Design",
"headingHtml": "<h3 class=\"line-clamp-2\">Executive Playbook for AI in Engineering, Product, and Design</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Break Through Promotion for Non-Native Speaking IC/Manager",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Break Through Promotion for Non-Native Speaking IC/Manager</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn to Control AI like a Creative Director",
"headingHtml": "<h3 class=\"line-clamp-2\">Learn to Control AI like a Creative Director</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Software Development: From First Prompt to Production Code",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Software Development: From First Prompt to Production Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Advanced Product Taste",
"headingHtml": "<h3 class=\"line-clamp-2\">Advanced Product Taste</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How To Build Your Claude Code Team OS",
"headingHtml": "<h3 class=\"line-clamp-2\">How To Build Your Claude Code Team OS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Agent System Design for Product Managers",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Agent System Design for Product Managers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build Your Management Second Brain: The AI That Gets Smarter As You Lead",
"headingHtml": "<h3 class=\"line-clamp-2\">Build Your Management Second Brain: The AI That Gets Smarter As You Lead</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Become an Agent-Native Operator in 1 day",
"headingHtml": "<h3 class=\"line-clamp-2\">Become an Agent-Native Operator in 1 day</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "High Quality Decision Making for Senior Leaders & Executives",
"headingHtml": "<h3 class=\"line-clamp-2\">High Quality Decision Making for Senior Leaders & Executives</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The AI-Native Leader",
"headingHtml": "<h3 class=\"line-clamp-2\">The AI-Native Leader</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Managing Up and Across — Communicate effectively with leaders above you",
"headingHtml": "<h3 class=\"line-clamp-2\">Managing Up and Across — Communicate effectively with leaders above you</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Install an Agent Native OS in one day with Claude Code",
"headingHtml": "<h3 class=\"line-clamp-2\">Install an Agent Native OS in one day with Claude Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering RAG-based systems for software engineers",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering RAG-based systems for software engineers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Better RAG retrieval with late interaction",
"headingHtml": "<h3 class=\"line-clamp-2\">Better RAG retrieval with late interaction</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Answer Agentic AI System Design Questions",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Answer Agentic AI System Design Questions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Context Engineering & RAG for PMs: A Live Build",
"headingHtml": "<h3 class=\"line-clamp-2\">Context Engineering & RAG for PMs: A Live Build</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Future-Proof Your Career with AI",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Future-Proof Your Career with AI</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering Claude Cowork: Become an AI-Native Professional",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering Claude Cowork: Become an AI-Native Professional</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Cowork Masterclass",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Cowork Masterclass</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build Your First Live App With Claude Code (45 min)",
"headingHtml": "<h3 class=\"line-clamp-2\">Build Your First Live App With Claude Code (45 min)</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Certified Architect Certification",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Certified Architect Certification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Building Agentic AI Applications with a Problem-First Approach",
"headingHtml": "<h3 class=\"line-clamp-2\">Building Agentic AI Applications with a Problem-First Approach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering Agentic AI: Certification by The Gen Academy",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering Agentic AI: Certification by The Gen Academy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "World-class Product Sense in Practice",
"headingHtml": "<h3 class=\"line-clamp-2\">World-class Product Sense in Practice</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Certification by Product Faculty",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Certification by Product Faculty</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Evals For Engineers & PMs",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Evals For Engineers & PMs</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Executive Playbook for AI in Engineering, Product, and Design",
"headingHtml": "<h3 class=\"line-clamp-2\">Executive Playbook for AI in Engineering, Product, and Design</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Break Through Promotion for Non-Native Speaking IC/Manager",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Break Through Promotion for Non-Native Speaking IC/Manager</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn to Control AI like a Creative Director",
"headingHtml": "<h3 class=\"line-clamp-2\">Learn to Control AI like a Creative Director</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Software Development: From First Prompt to Production Code",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Software Development: From First Prompt to Production Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Bootcamp & Certification by AI Product Academy",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Bootcamp & Certification by AI Product Academy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "End-to-End AI Engineering Bootcamp",
"headingHtml": "<h3 class=\"line-clamp-2\">End-to-End AI Engineering Bootcamp</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Code for Customer Insights",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Code for Customer Insights</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beyond Evals: Designing Improvement Flywheels for AI Products",
"headingHtml": "<h3 class=\"line-clamp-2\">Beyond Evals: Designing Improvement Flywheels for AI Products</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Scale A Business With Agentic Workflows by AI Build Lab",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Scale A Business With Agentic Workflows by AI Build Lab</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beyond Senior Manager - Break Through to Strategic Executive",
"headingHtml": "<h3 class=\"line-clamp-2\">Beyond Senior Manager - Break Through to Strategic Executive</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Self-Paced: How to Become a Supermanager with AI",
"headingHtml": "<h3 class=\"line-clamp-2\">Self-Paced: How to Become a Supermanager with AI</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The AI Engineer Certification",
"headingHtml": "<h3 class=\"line-clamp-2\">The AI Engineer Certification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Hands-on Agentic AI for Leaders",
"headingHtml": "<h3 class=\"line-clamp-2\">Hands-on Agentic AI for Leaders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cracking the C-suite in the AI Economy",
"headingHtml": "<h3 class=\"line-clamp-2\">Cracking the C-suite in the AI Economy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Agent Native Summer Camp by AI Build Lab",
"headingHtml": "<h3 class=\"line-clamp-2\">Agent Native Summer Camp by AI Build Lab</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Analytics for Builders",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Analytics for Builders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI-Powered Search: Modern Retrieval for Humans & Agents",
"headingHtml": "<h3 class=\"line-clamp-2\">AI-Powered Search: Modern Retrieval for Humans & Agents</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Agentic AI for Claude Builders",
"headingHtml": "<h3 class=\"line-clamp-2\">Agentic AI for Claude Builders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn from the best in the industry",
"headingHtml": "<h2 class=\"bh2 lg:bh1 text-balance\">Learn from the best in the industry</h2>",
"firstParagraph": "Hamel Husain",
"paragraphHtml": "<p class=\"bh5 lg:bh4 text-balance\">Hamel Husain</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Learn",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Learn</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Teach",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Teach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Maven",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Maven</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
55 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 1,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 60/100 and needs improvement.
3 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: maven, unlock, career, growth, browse, category.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
60/100
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 60/100 and needs improvement.
Evidence
{
"title": "Maven | Unlock your career growth",
"h1": "Browse Maven by category",
"description": "Live courses with real-world experts in AI, Product, Leadership, Design, Data & engineering, Marketing & sales, and Business & finance.",
"topicOverlap": 0,
"definitionCount": 0,
"topicTerms": [
"maven",
"unlock",
"career",
"growth",
"browse",
"category"
],
"descriptionTerms": [
"live",
"courses",
"real",
"world",
"experts",
"product",
"leadership",
"design",
"data",
"engineering",
"marketing",
"sales",
"business",
"finance"
],
"missingFromDescription": [
"maven",
"unlock",
"career",
"growth",
"browse",
"category"
],
"score": 60,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
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
01
Issue
No substantial explanatory paragraphs were found.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Google eligibility and indexability
01
Issue
Canonical tag is missing.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Google eligibility and indexability
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Evidence
{
"status": 200,
"googlebotBlocked": false,
"metaRobotsTags": [],
"xRobotsTag": "",
"canonical": "",
"finalUrl": "https://maven.com/",
"canonicalScore": 0,
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
Needs attention
AIO: Answer block readiness
01
Issue
55 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 55,
"passing": 0,
"failing": [
{
"heading": "Building Agentic AI Applications with a Problem-First Approach",
"headingHtml": "<h3 class=\"line-clamp-2\">Building Agentic AI Applications with a Problem-First Approach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering Agentic AI: Certification by The Gen Academy",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering Agentic AI: Certification by The Gen Academy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "World-class Product Sense in Practice",
"headingHtml": "<h3 class=\"line-clamp-2\">World-class Product Sense in Practice</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Certification by Product Faculty",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Certification by Product Faculty</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Evals For Engineers & PMs",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Evals For Engineers & PMs</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Executive Playbook for AI in Engineering, Product, and Design",
"headingHtml": "<h3 class=\"line-clamp-2\">Executive Playbook for AI in Engineering, Product, and Design</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Break Through Promotion for Non-Native Speaking IC/Manager",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Break Through Promotion for Non-Native Speaking IC/Manager</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn to Control AI like a Creative Director",
"headingHtml": "<h3 class=\"line-clamp-2\">Learn to Control AI like a Creative Director</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Software Development: From First Prompt to Production Code",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Software Development: From First Prompt to Production Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Advanced Product Taste",
"headingHtml": "<h3 class=\"line-clamp-2\">Advanced Product Taste</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How To Build Your Claude Code Team OS",
"headingHtml": "<h3 class=\"line-clamp-2\">How To Build Your Claude Code Team OS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Agent System Design for Product Managers",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Agent System Design for Product Managers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build Your Management Second Brain: The AI That Gets Smarter As You Lead",
"headingHtml": "<h3 class=\"line-clamp-2\">Build Your Management Second Brain: The AI That Gets Smarter As You Lead</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Become an Agent-Native Operator in 1 day",
"headingHtml": "<h3 class=\"line-clamp-2\">Become an Agent-Native Operator in 1 day</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "High Quality Decision Making for Senior Leaders & Executives",
"headingHtml": "<h3 class=\"line-clamp-2\">High Quality Decision Making for Senior Leaders & Executives</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The AI-Native Leader",
"headingHtml": "<h3 class=\"line-clamp-2\">The AI-Native Leader</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Managing Up and Across — Communicate effectively with leaders above you",
"headingHtml": "<h3 class=\"line-clamp-2\">Managing Up and Across — Communicate effectively with leaders above you</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Install an Agent Native OS in one day with Claude Code",
"headingHtml": "<h3 class=\"line-clamp-2\">Install an Agent Native OS in one day with Claude Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering RAG-based systems for software engineers",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering RAG-based systems for software engineers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Better RAG retrieval with late interaction",
"headingHtml": "<h3 class=\"line-clamp-2\">Better RAG retrieval with late interaction</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Answer Agentic AI System Design Questions",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Answer Agentic AI System Design Questions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Context Engineering & RAG for PMs: A Live Build",
"headingHtml": "<h3 class=\"line-clamp-2\">Context Engineering & RAG for PMs: A Live Build</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Future-Proof Your Career with AI",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Future-Proof Your Career with AI</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Mastering Claude Cowork: Become an AI-Native Professional",
"headingHtml": "<h3 class=\"line-clamp-2\">Mastering Claude Cowork: Become an AI-Native Professional</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Cowork Masterclass",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Cowork Masterclass</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build Your First Live App With Claude Code (45 min)",
"headingHtml": "<h3 class=\"line-clamp-2\">Build Your First Live App With Claude Code (45 min)</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Certified Architect Certification",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Certified Architect Certification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
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"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "Mastering Agentic AI: Certification by The Gen Academy",
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"direct": false,
"issue": "No paragraph follows this heading."
},
{
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Certification by Product Faculty",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Certification by Product Faculty</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Evals For Engineers & PMs",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Evals For Engineers & PMs</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Executive Playbook for AI in Engineering, Product, and Design",
"headingHtml": "<h3 class=\"line-clamp-2\">Executive Playbook for AI in Engineering, Product, and Design</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Break Through Promotion for Non-Native Speaking IC/Manager",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Break Through Promotion for Non-Native Speaking IC/Manager</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn to Control AI like a Creative Director",
"headingHtml": "<h3 class=\"line-clamp-2\">Learn to Control AI like a Creative Director</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Software Development: From First Prompt to Production Code",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Software Development: From First Prompt to Production Code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Product Management Bootcamp & Certification by AI Product Academy",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Product Management Bootcamp & Certification by AI Product Academy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "End-to-End AI Engineering Bootcamp",
"headingHtml": "<h3 class=\"line-clamp-2\">End-to-End AI Engineering Bootcamp</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Claude Code for Customer Insights",
"headingHtml": "<h3 class=\"line-clamp-2\">Claude Code for Customer Insights</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beyond Evals: Designing Improvement Flywheels for AI Products",
"headingHtml": "<h3 class=\"line-clamp-2\">Beyond Evals: Designing Improvement Flywheels for AI Products</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to Scale A Business With Agentic Workflows by AI Build Lab",
"headingHtml": "<h3 class=\"line-clamp-2\">How to Scale A Business With Agentic Workflows by AI Build Lab</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beyond Senior Manager - Break Through to Strategic Executive",
"headingHtml": "<h3 class=\"line-clamp-2\">Beyond Senior Manager - Break Through to Strategic Executive</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Self-Paced: How to Become a Supermanager with AI",
"headingHtml": "<h3 class=\"line-clamp-2\">Self-Paced: How to Become a Supermanager with AI</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The AI Engineer Certification",
"headingHtml": "<h3 class=\"line-clamp-2\">The AI Engineer Certification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Hands-on Agentic AI for Leaders",
"headingHtml": "<h3 class=\"line-clamp-2\">Hands-on Agentic AI for Leaders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cracking the C-suite in the AI Economy",
"headingHtml": "<h3 class=\"line-clamp-2\">Cracking the C-suite in the AI Economy</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Agent Native Summer Camp by AI Build Lab",
"headingHtml": "<h3 class=\"line-clamp-2\">Agent Native Summer Camp by AI Build Lab</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Analytics for Builders",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Analytics for Builders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI-Powered Search: Modern Retrieval for Humans & Agents",
"headingHtml": "<h3 class=\"line-clamp-2\">AI-Powered Search: Modern Retrieval for Humans & Agents</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales",
"headingHtml": "<h3 class=\"line-clamp-2\">AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Agentic AI for Claude Builders",
"headingHtml": "<h3 class=\"line-clamp-2\">Agentic AI for Claude Builders</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn from the best in the industry",
"headingHtml": "<h2 class=\"bh2 lg:bh1 text-balance\">Learn from the best in the industry</h2>",
"firstParagraph": "Hamel Husain",
"paragraphHtml": "<p class=\"bh5 lg:bh4 text-balance\">Hamel Husain</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Learn",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Learn</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Teach",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Teach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Maven",
"headingHtml": "<h3 class=\"bh5 text-text-primary break-before-always mt-6 mb-4\">Maven</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
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
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Learn from the best in the industry",
"html": "<h2 class=\"bh2 lg:bh1 text-balance\">Learn from the best in the industry</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Maven?",
"pattern": {}
},
{
"id": "how",
"label": "How does Maven work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Maven?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Maven free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Maven compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Maven?",
"pattern": {}
},
{
"id": "how",
"label": "How does Maven work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Maven?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Maven free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Maven compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
146 image(s) are missing width/height attributes.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1933,
"htmlBytes": 1152600,
"imagesMissingDimensions": [
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F09jiDBFSz6efP9ovIvtA_Aishwarya.png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F09jiDBFSz6efP9ovIvtA_Aishwarya.png&w=768&q=75 768w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudf..."
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{
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"loading": "eager",
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},
{
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F0HRfFqMRLmCo9ozczrqg_Untitled%2520design%2520(5).png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F0HRfFqMRLmCo9ozczrqg_Untitled%2520design%2520(5).png&w=768&q=75 768w, /_next/image?url..."
},
{
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FkmxYaRpZR6CppCEfymIw_Untitled%2520design%2520(6).png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FkmxYaRpZR6CppCEfymIw_Untitled%2520design%2520(6).png&w=768&q=75 768w, /_next/image?url..."
},
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F4M7cCtU1QCWAM7rHuMW6_Shreyas%2520Headshot%2520(6).png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2F4M7cCtU1QCWAM7rHuMW6_Shreyas%2520Headshot%2520(6).png&w=768&q=75 768w, /_next/image?u..."
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FgRHPmhFQx6scdg5ehNm0_6972adb96b006_download.jpg&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FgRHPmhFQx6scdg5ehNm0_6972adb96b006_download.jpg&w=768&q=75 768w, /_next/image?url=https%3A%..."
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"height": "",
"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fuser-assets.maven.com%2Finstructor-avatars%2Fevals%2Fhamel-husain-1376a2cb.png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fuser-assets.maven.com%2Finstructor-avatars%2Fevals%2Fhamel-husain-1376a2cb.png&w=768&q=75 768w, /_next/image?url=https%3A%2F..."
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"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FcRj0H1WSqypjrVDq7OQK_shreya-transparent.png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FcRj0H1WSqypjrVDq7OQK_shreya-transparent.png&w=768&q=75 768w, /_next/image?url=https%3A%2F%2Fd24..."
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"loading": "eager",
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"loading": "eager",
"html": "<img alt loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FYzD5ow4QIqhzG06K1wCj_Zach.png&w=415&q=75 415w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2FYzD5ow4QIqhzG06K1wCj_Zach.png&w=768&q=75 768w, /_next/image?url=https%3A%2F%2Fd2426xcxuh3ht5.cloudfront.net%2..."
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"html": "<img alt=\"Doug Turnbull\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"group-highlight:scale-105 transition-transform duration-500\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(min-width: 1024px) 200px, 168px\" srcset=\"/_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffeatured-experts%2Fdoug-turnbull.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F20..."
},
{
"src": "/_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffeatured-experts%2Fxinran-ma.png&w=1536&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Xinran Ma\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"group-highlight:scale-105 transition-transform duration-500\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(min-width: 1024px) 200px, 168px\" srcset=\"/_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffeatured-experts%2Fxinran-ma.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffea..."
},
{
"src": "/_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffeatured-experts%2Fcolin-matthews.png&w=1536&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Colin Matthews\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"group-highlight:scale-105 transition-transform duration-500\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(min-width: 1024px) 200px, 168px\" srcset=\"/_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F2026%2Ffeatured-experts%2Fcolin-matthews.png&w=16&q=75 16w, /_next/image?url=https%3A%2F%2Fd3fe4umbwqdrlj.cloudfront.net%2Fhome%2F..."
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
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
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Learn from the best in the industry",
"html": "<h2 class=\"bh2 lg:bh1 text-balance\">Learn from the best in the industry</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Maven?",
"pattern": {}
},
{
"id": "how",
"label": "How does Maven work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Maven?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Maven free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Maven compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Maven?",
"pattern": {}
},
{
"id": "how",
"label": "How does Maven work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Maven?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Maven free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Maven 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
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
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 6842,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f",
"/script",
"/favicon.ico",
"/_next/static/media/1fc8c84990e353bc-s.p.woff2",
"/woff2",
"/_next/static/media/e9398eb2939db276-s.p.woff2",
"/woff2",
"/_next/static/media/7fc55126e46b7f62-s.p.woff2",
"/woff2",
"/_next/static/media/94696cc1efb27449-s.p.woff2"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e9398eb2939db276-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/7fc55126e46b7f62-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/94696cc1efb27449-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/5c8fffff95eb8e48-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/8f920c3355cb9a00-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/660df1574f498e36-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e484e1f63e897a37-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/87c6009a7a238477-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/403c1ae26e2d1a32-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d10197c3b75e5d20-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/59d10fd9a17551ec-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/4fdb345addb82399-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/c1a1ec6607c0ef98-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/b270d9bffde2d717-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/3592200972c86420-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/6046a7451f489d56-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d4776404920928e7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1bc7966f5ff73ff5-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/ddda53c7e13e2d05-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/b274f63f4a249466-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/08d79b7f350f0374-s.p.woff2\" as=\"font\" typ"
},
"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": 6934,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e9398eb2939db276-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/7fc55126e46b7f62-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/94696cc1efb27449-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/5c8fffff95eb8e48-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/8f920c3355cb9a00-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/660df1574f498e36-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e484e1f63e897a37-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/87c6009a7a238477-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/403c1ae26e2d1a32-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d10197c3b75e5d20-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/59d10fd9a17551ec-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/4fdb345addb82399-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/c1a1ec6607c0ef98-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/b270d9bffde2d717-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/3592200972c86420-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/6046a7451f489d56-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d4776404920928e7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1bc7966f5ff73ff5-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/ddda53c7e13e2d05-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/b274f63f4a249466-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/08d79b7f350f0374-s.p.woff2\" as=\"font\" typ"
}
},
"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": "log in"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
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
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
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
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": 6934
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 6934
}
]
},
"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": "log in"
}
]
},
"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
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
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><script id=\"google-tag-manager-GTM-KLLHH3F\">\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-KLLHH3F');\n </script><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"preload\" href=\"/_next/static/media/1fc8c84990e353bc-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link r"
},
"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://maven.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": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://maven.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://maven.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://maven.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": "log in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
100 Fail
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 do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
3 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "3 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
33 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
33 Fail
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
2.3Â 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": "2.3Â 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": 2312.9799999999927
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
17 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
17 Warning
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 9,395Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 9,395Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 9620774
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
16 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
16 Fail
Check name
Loading performance
Score
51/100
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": "0.6Â s",
"numericValue": 644.699748652217
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 67,
"displayValue": "1.9Â s",
"numericValue": 1889.7289886085177
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 20Â ms",
"numericValue": 24
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 24.55146000000001
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 5,
"displayValue": "1,040Â ms",
"numericValue": 1037.9999999999984
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 9,
"displayValue": "8.4Â s",
"numericValue": 8411.831310539392
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 19,
"displayValue": "3.8Â s",
"numericValue": 3791.804041930237
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 13,
"displayValue": "440Â ms",
"numericValue": 443
}
]
}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.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 43/100 | Level 2, Agent-Limited | Current report |