Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 39 out of 100
- Agent Ease of Use 4 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 79 out of 100
- SEO 100 out of 100
- Performance and Accessibility 89 out of 100
What AI sees of your website
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 39 | Priority fix | 9 | 15 | 0 | View details |
| Discoverability | 57 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 50 | Needs work | 5 | 6 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 4 | Priority fix | 4 | 24 | 2 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 79 | Mostly ready | 7 | 2 | 11 | View details |
| GEO Readiness | 89 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 75 | Mostly ready | 2 | 1 | 4 | View details |
| AEO Readiness | 72 | Needs work | 2 | 1 | 4 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 60 | Needs work | 7 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 89 | Mostly ready | 19 | 8 | 0 | View details |
| Performance | 88 | Mostly ready | 11 | 7 | 0 | View details |
| Accessibility | 90 | Strong | 8 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
44 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=UTF-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors https://docs.google.com https://*.googleusercontent.com;"
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"uxg\":\"b\",\"ustatus\":\"G\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"uxg\":\"b\",\"ustatus\":\"G\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"uxg\":\"b\",\"ustatus\":\"G\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"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": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"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": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
}
]
},
"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.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access 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.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI 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.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Language,Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Language,Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Language,Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 11051,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"uxg\":\"b\",\"ustatus\":\"G\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew D",
"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.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; missing <footer> landmark; invalid h1 (found 3); 8 links missing accessible names; 0/2 applicable form inputs have autocomplete attributes (2 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": false,
"meaningfulH1": false,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a name=\"testimonials\"></a>",
"<a href=\"/testimonials/ross-tavendale\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a href=\"/testimonials/olesia-korobka\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a href=\"/testimonials/marta-szmidt\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a href=\"/testimonials/pieter-serraris\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a href=\"/testimonials/andrew-stubbs\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a href=\"/testimonials/lydia-fox\" class=\"testimonial-link mj-underline-never\" style=\"text-decoration: none !important\"> </a>",
"<a name=\"#active\"></a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input name=\"q\" id=\"search_text1\" class=\"search-text\" type=\"text\" value=\"womenintechseo.com\" autofocus autocapitalize=\"off\" autocorrect=\"off\" inputmode=\"url\" placeholder=\"womenintechseo.com\">",
"<input name=\"q\" id=\"search_text2\" class=\"search-text\" type=\"text\" value=\"womenintechseo.com\" autocapitalize=\"off\" autocorrect=\"off\" inputmode=\"url\" placeholder=\"womenintechseo.com\">"
],
"imagesMissingAlt": [
"<img src=\"/static/images/icons/cancel.png\" width=\"15px\" height=\"15px\">",
"<img src=\"/static/images/icons/hamburger-icon.png\" width=\"32px\" height=\"32px\">"
],
"skippedHeadingLevels": []
},
"counts": {
"h1": 3,
"headings": 39,
"links": 256,
"inaccessibleLinks": 8,
"buttons": 12,
"inaccessibleButtons": 0,
"images": 32,
"imagesWithAlt": 30,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 2
}
}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".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61381
}
]
},
"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."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60937
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61077
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60399
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61198
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60994
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60752
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60214
}
]
},
"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".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60789
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60251
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61114
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61151
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60678
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60140
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60678
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61114
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60789
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60251
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60140
}
]
},
"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 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".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="q"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<input name="q"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.
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": 2,
"formsWithTags": 0,
"totalInteractive": 270,
"interactiveWithTags": 0,
"totalCount": 272,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 8,
"issues": [
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"q\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"q\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 2,
"formsWithTags": 0,
"totalInteractive": 270,
"interactiveWithTags": 0,
"totalCount": 272,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 2,
"formsWithTags": 0,
"totalInteractive": 270,
"interactiveWithTags": 0,
"totalCount": 272,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"q\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 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.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/company/about",
"text": "The Company",
"html": "<a href=\"/company/about\">The Company</a>"
},
{
"href": "/company/style-guide",
"text": "Style Guide",
"html": "<a href=\"/company/style-guide\">Style Guide</a>"
},
{
"href": "/company/terms",
"text": "Terms & Conditions",
"html": "<a href=\"/company/terms\">Terms & Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/gdpr",
"text": "GDPR",
"html": "<a href=\"/company/gdpr\">GDPR</a>"
},
{
"href": "/company/style-guide",
"text": "Style Guide",
"html": "<a href=\"/company/style-guide\">Style Guide</a>"
},
{
"href": "https://blog.majestic.com/company/new-15-year-plus-historic-index/",
"text": "Historic Index increased from 5 to 15+ years of links »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/new-15-year-plus-historic-index/\">Historic Index increased from 5 to 15+ years of links »</a>"
},
{
"href": "https://blog.majestic.com/company/majestic-awarded-second-princess-royal-training-award/",
"text": "Majestic wins a second Princess Royal Training Award »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majestic-awarded-second-princess-royal-training-award/\"> Majestic wins a second Princess Royal Training Award »</a>"
},
{
"href": "https://blog.majestic.com/company/majestic-link-graph-web-map/",
"text": "Majestic launches Link Graph »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majestic-link-graph-web-map/\">Majestic launches Link Graph »</a>"
},
{
"href": "https://blog.majestic.com/company/queensawardwinner/",
"text": "Queens Award for Enterprise: Innovation Trade, 2017 »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/queensawardwinner/\">Queens Award for Enterprise: Innovation Trade, 2017 »</a>"
},
{
"href": "https://blog.majestic.com/company/majesticseo-is-now-majestic/",
"text": "Majestic SEO rebrands as Majestic »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majesticseo-is-now-majestic/\">Majestic SEO rebrands as Majestic »</a>"
},
{
"href": "https://blog.majestic.com/company/new-15-year-plus-historic-index/",
"text": "Start of our Historic Index »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/new-15-year-plus-historic-index/\">Start of our Historic Index »</a>"
},
{
"href": "/company/about",
"text": "About",
"html": "<a href=\"/company/about\">About</a>"
},
{
"href": "/company/terms",
"text": "Terms and Conditions",
"html": "<a href=\"/company/terms\">Terms and Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/gdpr",
"text": "GDPR",
"html": "<a href=\"/company/gdpr\">GDPR</a>"
}
],
"contactLinks": [
{
"href": "/help",
"text": "Get started",
"html": "<a href=\"/help\">Get started</a>"
},
{
"href": "/help/tools",
"text": "Tools",
"html": "<a href=\"/help/tools\">Tools</a>"
},
{
"href": "/help/subscriptions",
"text": "Subscriptions & Billing",
"html": "<a href=\"/help/subscriptions\">Subscriptions & Billing</a>"
},
{
"href": "/help/faq",
"text": "FAQs",
"html": "<a href=\"/help/faq\">FAQs</a>"
},
{
"href": "/help/glossary",
"text": "Glossary",
"html": "<a href=\"/help/glossary\">Glossary</a>"
},
{
"href": "/help/how-to-videos",
"text": "How To Videos",
"html": "<a href=\"/help/how-to-videos\">How To Videos</a>"
},
{
"href": "https://developer-support.majestic.com/api/",
"text": "API Reference Guide",
"html": "<a href=\"https://developer-support.majestic.com/api/\" target=\"_blank\">API Reference Guide <img class=\"no-sprite ext-link-icon\" src=\"/static/images/icons/external-link-blue.png\" width=\"12px\" height=\"10px\" title=\"External Link\" alt=\"External Link\"></a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "JavaScript:;",
"text": "Support",
"html": "<a href=\"JavaScript:;\" class=\"head up\">Support<i class=\"toggle-arrow\"></i></a>"
},
{
"href": "/help",
"text": "Get started",
"html": "<a href=\"/help\">Get started</a>"
},
{
"href": "/help/tools",
"text": "Tools",
"html": "<a href=\"/help/tools\">Tools</a>"
},
{
"href": "/help/subscriptions",
"text": "Subscriptions & Billing",
"html": "<a href=\"/help/subscriptions\">Subscriptions & Billing</a>"
},
{
"href": "/help/faq",
"text": "FAQs",
"html": "<a href=\"/help/faq\">FAQs</a>"
},
{
"href": "/help/glossary",
"text": "Glossary",
"html": "<a href=\"/help/glossary\">Glossary</a>"
},
{
"href": "/help/how-to-videos",
"text": "How To Videos",
"html": "<a href=\"/help/how-to-videos\">How To Videos</a>"
},
{
"href": "https://developer-support.majestic.com/api/",
"text": "API Reference Guide",
"html": "<a href=\"https://developer-support.majestic.com/api/\" target=\"_blank\">API Reference Guide <img class=\"no-sprite ext-link-icon\" src=\"/static/images/icons/external-link-blue.png\" width=\"12px\" height=\"10px\" title=\"External Link\" alt=\"External Link\"></a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "https://developer-support.majestic.com/",
"text": "Developer Documentation",
"html": "<a href=\"https://developer-support.majestic.com/\" class=\"home-button home-button-primary\" rel=\"noopener\" target=\"_blank\">Developer Documentation</a>"
},
{
"href": "/help/contact-us?Topic=sales",
"text": "Let us know",
"html": "<a href=\"/help/contact-us?Topic=sales\">Let us know</a>"
},
{
"href": "/help/contact-us?subject=Bank%20Transfer%20Account",
"text": "contact support",
"html": "<a href=\"/help/contact-us?subject=Bank%20Transfer%20Account\">contact support</a>"
},
{
"href": "/help/glossary#IndexBuildDate",
"text": "Last updated",
"html": "<a href=\"/help/glossary#IndexBuildDate\">Last updated</a>"
},
{
"href": "/help/glossary#IndexBuildDate",
"text": "Last updated",
"html": "<a href=\"/help/glossary#IndexBuildDate\">Last updated</a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "https://developer-support.majestic.com/",
"text": "Developer API",
"html": "<a href=\"https://developer-support.majestic.com/\" target=\"_blank\" rel=\"noopener\">Developer API</a>"
}
],
"privacyLinks": [
{
"href": "/company/terms",
"text": "Terms & Conditions",
"html": "<a href=\"/company/terms\">Terms & Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/terms",
"text": "Terms and Conditions",
"html": "<a href=\"/company/terms\">Terms and Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/company/about",
"text": "The Company",
"html": "<a href=\"/company/about\">The Company</a>"
},
{
"href": "/company/style-guide",
"text": "Style Guide",
"html": "<a href=\"/company/style-guide\">Style Guide</a>"
},
{
"href": "/company/terms",
"text": "Terms & Conditions",
"html": "<a href=\"/company/terms\">Terms & Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/gdpr",
"text": "GDPR",
"html": "<a href=\"/company/gdpr\">GDPR</a>"
},
{
"href": "/company/style-guide",
"text": "Style Guide",
"html": "<a href=\"/company/style-guide\">Style Guide</a>"
},
{
"href": "https://blog.majestic.com/company/new-15-year-plus-historic-index/",
"text": "Historic Index increased from 5 to 15+ years of links »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/new-15-year-plus-historic-index/\">Historic Index increased from 5 to 15+ years of links »</a>"
},
{
"href": "https://blog.majestic.com/company/majestic-awarded-second-princess-royal-training-award/",
"text": "Majestic wins a second Princess Royal Training Award »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majestic-awarded-second-princess-royal-training-award/\"> Majestic wins a second Princess Royal Training Award »</a>"
},
{
"href": "https://blog.majestic.com/company/majestic-link-graph-web-map/",
"text": "Majestic launches Link Graph »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majestic-link-graph-web-map/\">Majestic launches Link Graph »</a>"
},
{
"href": "https://blog.majestic.com/company/queensawardwinner/",
"text": "Queens Award for Enterprise: Innovation Trade, 2017 »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/queensawardwinner/\">Queens Award for Enterprise: Innovation Trade, 2017 »</a>"
},
{
"href": "https://blog.majestic.com/company/majesticseo-is-now-majestic/",
"text": "Majestic SEO rebrands as Majestic »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/majesticseo-is-now-majestic/\">Majestic SEO rebrands as Majestic »</a>"
},
{
"href": "https://blog.majestic.com/company/new-15-year-plus-historic-index/",
"text": "Start of our Historic Index »",
"html": "<a target=\"_blank\" rel=\"noopener\" href=\"https://blog.majestic.com/company/new-15-year-plus-historic-index/\">Start of our Historic Index »</a>"
},
{
"href": "/company/about",
"text": "About",
"html": "<a href=\"/company/about\">About</a>"
},
{
"href": "/company/terms",
"text": "Terms and Conditions",
"html": "<a href=\"/company/terms\">Terms and Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/gdpr",
"text": "GDPR",
"html": "<a href=\"/company/gdpr\">GDPR</a>"
}
],
"contactLinks": [
{
"href": "/help",
"text": "Get started",
"html": "<a href=\"/help\">Get started</a>"
},
{
"href": "/help/tools",
"text": "Tools",
"html": "<a href=\"/help/tools\">Tools</a>"
},
{
"href": "/help/subscriptions",
"text": "Subscriptions & Billing",
"html": "<a href=\"/help/subscriptions\">Subscriptions & Billing</a>"
},
{
"href": "/help/faq",
"text": "FAQs",
"html": "<a href=\"/help/faq\">FAQs</a>"
},
{
"href": "/help/glossary",
"text": "Glossary",
"html": "<a href=\"/help/glossary\">Glossary</a>"
},
{
"href": "/help/how-to-videos",
"text": "How To Videos",
"html": "<a href=\"/help/how-to-videos\">How To Videos</a>"
},
{
"href": "https://developer-support.majestic.com/api/",
"text": "API Reference Guide",
"html": "<a href=\"https://developer-support.majestic.com/api/\" target=\"_blank\">API Reference Guide <img class=\"no-sprite ext-link-icon\" src=\"/static/images/icons/external-link-blue.png\" width=\"12px\" height=\"10px\" title=\"External Link\" alt=\"External Link\"></a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "JavaScript:;",
"text": "Support",
"html": "<a href=\"JavaScript:;\" class=\"head up\">Support<i class=\"toggle-arrow\"></i></a>"
},
{
"href": "/help",
"text": "Get started",
"html": "<a href=\"/help\">Get started</a>"
},
{
"href": "/help/tools",
"text": "Tools",
"html": "<a href=\"/help/tools\">Tools</a>"
},
{
"href": "/help/subscriptions",
"text": "Subscriptions & Billing",
"html": "<a href=\"/help/subscriptions\">Subscriptions & Billing</a>"
},
{
"href": "/help/faq",
"text": "FAQs",
"html": "<a href=\"/help/faq\">FAQs</a>"
},
{
"href": "/help/glossary",
"text": "Glossary",
"html": "<a href=\"/help/glossary\">Glossary</a>"
},
{
"href": "/help/how-to-videos",
"text": "How To Videos",
"html": "<a href=\"/help/how-to-videos\">How To Videos</a>"
},
{
"href": "https://developer-support.majestic.com/api/",
"text": "API Reference Guide",
"html": "<a href=\"https://developer-support.majestic.com/api/\" target=\"_blank\">API Reference Guide <img class=\"no-sprite ext-link-icon\" src=\"/static/images/icons/external-link-blue.png\" width=\"12px\" height=\"10px\" title=\"External Link\" alt=\"External Link\"></a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "https://developer-support.majestic.com/",
"text": "Developer Documentation",
"html": "<a href=\"https://developer-support.majestic.com/\" class=\"home-button home-button-primary\" rel=\"noopener\" target=\"_blank\">Developer Documentation</a>"
},
{
"href": "/help/contact-us?Topic=sales",
"text": "Let us know",
"html": "<a href=\"/help/contact-us?Topic=sales\">Let us know</a>"
},
{
"href": "/help/contact-us?subject=Bank%20Transfer%20Account",
"text": "contact support",
"html": "<a href=\"/help/contact-us?subject=Bank%20Transfer%20Account\">contact support</a>"
},
{
"href": "/help/glossary#IndexBuildDate",
"text": "Last updated",
"html": "<a href=\"/help/glossary#IndexBuildDate\">Last updated</a>"
},
{
"href": "/help/glossary#IndexBuildDate",
"text": "Last updated",
"html": "<a href=\"/help/glossary#IndexBuildDate\">Last updated</a>"
},
{
"href": "/help/contact-us",
"text": "Contact Us",
"html": "<a href=\"/help/contact-us\">Contact Us</a>"
},
{
"href": "https://developer-support.majestic.com/",
"text": "Developer API",
"html": "<a href=\"https://developer-support.majestic.com/\" target=\"_blank\" rel=\"noopener\">Developer API</a>"
}
],
"privacyLinks": [
{
"href": "/company/terms",
"text": "Terms & Conditions",
"html": "<a href=\"/company/terms\">Terms & Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
},
{
"href": "/company/terms",
"text": "Terms and Conditions",
"html": "<a href=\"/company/terms\">Terms and Conditions</a>"
},
{
"href": "/company/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/company/privacy-policy\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
33 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 36,
"passing": 3,
"failing": [
{
"heading": "Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.",
"headingHtml": "<h2 style=\"font-size: 20px;\">Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try it free, here's a complimentary search",
"headingHtml": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text1\"> Try it free, here's a complimentary search </label></span> </h2>",
"firstParagraph": "FREE PODCAST AND VIDEO SERIES. ALSO AVAILABLE AS A PHYSICAL BOOK!",
"paragraphHtml": "<p><span class=\"soon\">FREE PODCAST AND VIDEO SERIES. ALSO AVAILABLE AS A PHYSICAL BOOK!</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Majestic is the home of …",
"headingHtml": "<h2><span class=\"h-highlight\"><span>Majestic is the home of …</span></span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Citation Flow",
"headingHtml": "<h3>Citation Flow</h3>",
"firstParagraph": "Reflects the quantity of links pointing to a given website. This metric does not distinguish between high-quality and low-quality links.",
"paragraphHtml": "<p>Reflects the <b>quantity</b> of links pointing to a given website. This metric does not distinguish between high-quality and low-quality links.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Visibility Flow",
"headingHtml": "<h3>Visibility Flow</h3>",
"firstParagraph": "It can help you find desirable editorial-style links rather than directory-style links.",
"paragraphHtml": "<p>It can help you find desirable editorial-style links rather than directory-style links.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Topical Trust Flow",
"headingHtml": "<h3>Topical Trust Flow</h3>",
"firstParagraph": "This score indicates a website's position compared to the best sites in over 800 categories, providing an evaluation of a page's topical relevance.",
"paragraphHtml": "<p>This score indicates a website's position compared to the best sites in over 800 categories, providing an evaluation of a page's topical relevance.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Flow Metric Scores",
"headingHtml": "<h3>Flow Metric Scores</h3>",
"firstParagraph": "Each score represents a different measure of the impact of your content. Gain incredible insight from investigating where the balance between these scores differs from the norm.",
"paragraphHtml": "<p>Each score represents a different measure of the impact of your content. Gain incredible insight from investigating where the balance between these scores differs from the norm.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Find out about N-grams Near Links",
"headingHtml": "<h2>Find out about  <a href=\"/reports/ngrams-near-links\"><span class=\"h-highlight\"><span>N-grams Near Links</span></span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Web-based backlink analysis that provides instant results",
"headingHtml": "<h2>Web-based backlink analysis that provides instant results</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try it out, here's a free search on us",
"headingHtml": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text2\"> Try it out, here's a free search on us </label></span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Introducing Author Explorer",
"headingHtml": "<h2>Introducing Author Explorer</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "This feature is exclusive to Majestic and gives you an entirely new way to discover and inspect web authors.",
"headingHtml": "<h3>This feature is exclusive to Majestic and gives you an entirely new way to discover and inspect web authors.</h3>",
"firstParagraph": "You can search for author to see …",
"paragraphHtml": "<p>You can search for author to see …</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Fresh Index",
"headingHtml": "<h3>Fresh Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Historic Index",
"headingHtml": "<h3>Historic Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industry-leading API",
"headingHtml": "<h2>Industry-leading API</h2>",
"firstParagraph": "The Majestic API empowers agencies, SEO specialists and consultancies to build time-saving bespoke apps. Our connector library and extensive documentation will get you up and running with our massive datasets in minutes.",
"paragraphHtml": "<p>The Majestic API empowers agencies, SEO specialists and consultancies to build time-saving bespoke apps. Our connector library and extensive documentation will get you up and running with our massive datasets in minutes.</p>",
"words": 32,
"direct": false,
"issue": "First paragraph is 32 words and does not look like a concise direct answer."
},
{
"heading": "Here's what some of our customers say about Majestic",
"headingHtml": "<h2>Here's what some of our customers say about Majestic</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A full-power backlink checker that provides data with no programming required",
"headingHtml": "<h2>A full-power backlink checker that provides data with no programming required</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leading backlink analysis since 2004",
"headingHtml": "<h2>Leading backlink analysis since 2004</h2>",
"firstParagraph": "Here's what we've been up to",
"paragraphHtml": "<p>Here's what we've been up to</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "LITE",
"headingHtml": "<h3>LITE</h3>",
"firstParagraph": "Low-use Fresh Index and Site Explorer. Ideal for light users and domainers.",
"paragraphHtml": "<p>Low-use Fresh Index and Site Explorer. Ideal for light users and domainers.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "PRO",
"headingHtml": "<h3>PRO</h3>",
"firstParagraph": "Historic Index, and all of our web tools. Perfect for professionals and small agencies.",
"paragraphHtml": "<p>Historic Index, and all of our web tools. Perfect for professionals and small agencies.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "API",
"headingHtml": "<h3>API</h3>",
"firstParagraph": "Incorporate Majestic data with your in-house dashboard or toolset. Available in regular, large, or extra large resource volumes.",
"paragraphHtml": "<p>Incorporate Majestic data with your in-house dashboard or toolset. Available in regular, large, or extra large resource volumes.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Reseller, higher volume or bespoke extracts",
"headingHtml": "<h3>Reseller, higher volume or bespoke extracts</h3>",
"firstParagraph": "Need more backlink data? Let us know what you have in mind.",
"paragraphHtml": "<p>Need more backlink data? <a href=\"/help/contact-us?Topic=sales\">Let us know</a> what you have in mind.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Still not sure?",
"headingHtml": "<h2>Still not sure?</h2>",
"firstParagraph": "We understand that selecting a new supplier can feel like a significant undertaking",
"paragraphHtml": "<p>We understand that selecting a new supplier can feel like a significant undertaking</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "We're on LinkedIn",
"headingHtml": "<h2>We're on LinkedIn</h2>",
"firstParagraph": "For major announcements and bulletins, follow our company page @majesticseo.",
"paragraphHtml": "<p>For major announcements and bulletins, follow our company page @majesticseo.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Are YOU on LinkedIn?",
"headingHtml": "<h2>Are YOU on LinkedIn?</h2>",
"firstParagraph": "To join a group dedicated to Majestic, featuring news of tool enhancements, case studies and tutorials, check out the Majestic Community.",
"paragraphHtml": "<p>To join a group dedicated to Majestic, featuring news of tool enhancements, case studies and tutorials, check out the Majestic Community.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Join us on Social Media",
"headingHtml": "<h2>Join us on Social Media</h2>",
"firstParagraph": "Perhaps you're unsure if a Majestic account is the right fit for you at this time.",
"paragraphHtml": "<p>Perhaps you're unsure if a Majestic account is the right fit for you at this time.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Fresh Index",
"headingHtml": "<h3>Fresh Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Historic Index",
"headingHtml": "<h3>Historic Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SOCIAL",
"headingHtml": "<h3>SOCIAL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "COMPANY",
"headingHtml": "<h3>COMPANY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TOOLS",
"headingHtml": "<h3>TOOLS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "MAJESTIC FOR",
"headingHtml": "<h3>MAJESTIC FOR</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "PODCASTS & PUBLICATIONS",
"headingHtml": "<h3>PODCASTS & PUBLICATIONS</h3>",
"firstParagraph": "",
"paragraphHtml": "<p><img src=\"//analytics.majestic.com/piwik.php?idsite=2\" style=\"border:0;\" alt></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: checker, building, toolset, majestic, com.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
81/100
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 81/100 and needs improvement.
Evidence
{
"title": "SEO Backlink Checker & Link Building Toolset | Majestic.com",
"h1": "Majestic",
"description": "Develop backlink strategies with our Link Intelligence data, build the strongest SEO backlink campaigns to drive organic traffic and boost your rankings today.",
"topicOverlap": 0.375,
"topicTerms": [
"seo",
"backlink",
"checker",
"link",
"building",
"toolset",
"majestic",
"com"
],
"descriptionTerms": [
"develop",
"backlink",
"strategies",
"link",
"intelligence",
"data",
"build",
"strongest",
"seo",
"campaigns",
"drive",
"organic",
"traffic",
"boost",
"rankings",
"today"
],
"missingFromDescription": [
"checker",
"building",
"toolset",
"majestic",
"com"
],
"score": 81,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 2,
"heading": "H1: Get ready for SEOin2026",
"text": "Each year, together with David Bain, we ask an array of the world's leading SEOs to share the number one actionable tip that they would like to share with the world. We publish the interviews as free podcasts and videos, and even print a book (should you prefer to buy a physical copy).",
"words": 53,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (53 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Each year, together with <a href=\"https://twitter.com/davidbain\" target=\"_blank\" rel=\"noopener\" style=\"text-decoration: underline;\">David Bain</a>, we ask an array of the world's leading SEOs to share the <b>number one</b> actionable tip that they would like to share with the world. We publish the interviews as free podcasts and videos, and even print a book (should you prefer to buy a physical copy). </p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 73/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 73/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
11 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
73/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 73/100 and needs improvement.
Evidence
{
"schemaCount": 1,
"checkedFields": [
{
"path": "$[0].aggregateRating.name",
"value": "Majestic Reviews & Product Details"
},
{
"path": "$[0].aggregateRating.itemReviewed.name",
"value": "Majestic"
},
{
"path": "$[0].aggregateRating.itemReviewed.offers.name",
"value": "Majestic Link Intelligence"
},
{
"path": "$[0].aggregateRating.itemReviewed.offers.description",
"value": "The biggest commercial database of backlinks. Majestic maps the web to bring you the Link Intelligence data that you need to dominate your market."
},
{
"path": "$[0].brand.name",
"value": "Majestic"
},
{
"path": "$[0].contactPoint[0].name",
"value": "Majestic Blog"
},
{
"path": "$[0].contactPoint[1].name",
"value": "Help"
},
{
"path": "$[0].contactPoint[2].name",
"value": "FAQ Section (Frequently Asked Questions)"
},
{
"path": "$[0].contactPoint[3].name",
"value": "Verified Domains Help"
},
{
"path": "$[0].contactPoint[4].name",
"value": "Glossary"
},
{
"path": "$[0].contactPoint[5].name",
"value": "Tools"
},
{
"path": "$[0].contactPoint[7].name",
"value": "API Reference Guide"
},
{
"path": "$[0].contactPoint[8].name",
"value": "Terms and Conditions"
},
{
"path": "$[0].contactPoint[9].name",
"value": "Privacy Policy"
},
{
"path": "$[0].contactPoint[10].name",
"value": "Cookie Policy"
},
{
"path": "$[0].contactPoint[11].name",
"value": "Style Guide"
},
{
"path": "$[0].contactPoint[12].name",
"value": "GDPR"
},
{
"path": "$[0].makesOffer[0].itemOffered.name",
"value": "Majestic Site Explorer"
},
{
"path": "$[0].makesOffer[0].itemOffered.alternateName",
"value": "Site Explorer"
},
{
"path": "$[0].makesOffer[0].itemOffered.description",
"value": "Site Explorer provides a detailed analysis of backlink information surrounding any domain, subdomain, path or URL."
},
{
"path": "$[0].makesOffer[1].itemOffered.name",
"value": "Majestic Million"
},
{
"path": "$[0].makesOffer[1].itemOffered.description",
"value": "The top 1 million domains identified by Majestic with the most referring subnets"
},
{
"path": "$[0].makesOffer[2].itemOffered.name",
"value": "Majestic Widgets"
},
{
"path": "$[0].makesOffer[2].itemOffered.alternateName",
"value": "Majestic Plugins"
},
{
"path": "$[0].makesOffer[2].itemOffered.description",
"value": "Software Addon for Firefox and Chrome Browsers to access backlink data. For basic Majestic metrics, the extensions are free and an account with Majestic is not required."
},
{
"path": "$[0].makesOffer[3].itemOffered.name",
"value": "Bulk Backlink Checker"
},
{
"path": "$[0].makesOffer[3].itemOffered.description",
"value": "The Bulk Backlink Checker allows you to analyse the backlink numbers for up to 400 URLs using the paste URLs feature, and up to 1,000,000 URLs from a file upload."
},
{
"path": "$[0].makesOffer[4].itemOffered.name",
"value": "Url Submitter"
},
{
"path": "$[0].makesOffer[4].itemOffered.description",
"value": "With the URL submitter, you can submit a list of URLs to add to the Majestic scheduled crawl. Enter or copy/paste up to 100 URLs or submit a file."
},
{
"path": "$[0].makesOffer[5].itemOffered.name",
"value": "Open Apps"
},
{
"path": "$[0].makesOffer[5].itemOffered.description",
"value": "Open Apps offers ways to embed Majestic data in third party applications."
},
{
"path": "$[0].makesOffer[6].itemOffered.name",
"value": "Campaigns"
},
{
"path": "$[0].makesOffer[6].itemOffered.description",
"value": "Creates tracking reports automatically without having to do any additional work. Majestic campaigns provide the possibility to share information directly with clients and partners."
},
{
"path": "$[0].makesOffer[7].itemOffered.name",
"value": "Verified Domains"
},
{
"path": "$[0].makesOffer[7].itemOffered.alternateName",
"value": "Webmaster Tools"
},
{
"path": "$[0].makesOffer[7].itemOffered.description",
"value": "Control panel to verify ownership of your websites and websites you manage. As a Majestic subscriber, you can generate free reports of your domains. Subscribers can import pre-verified sites from Google Search Console"
},
{
"path": "$[0].makesOffer[8].itemOffered.name",
"value": "Flow Metric History"
},
{
"path": "$[0].makesOffer[8].itemOffered.description",
"value": "Flow Metric History compares strength and stability of domains using Trust Flow and Citation Flow for up to 10 domains, sub-domains or URLs simultaneously"
},
{
"path": "$[0].makesOffer[9].itemOffered.name",
"value": "Majestic Business Pages"
},
{
"path": "$[0].makesOffer[9].itemOffered.alternateName",
"value": "Business Pages"
}
],
"mismatches": [
{
"path": "$[0].aggregateRating.name",
"value": "Majestic Reviews & Product Details"
},
{
"path": "$[0].contactPoint[2].name",
"value": "FAQ Section (Frequently Asked Questions)"
},
{
"path": "$[0].contactPoint[10].name",
"value": "Cookie Policy"
},
{
"path": "$[0].makesOffer[0].itemOffered.description",
"value": "Site Explorer provides a detailed analysis of backlink information surrounding any domain, subdomain, path or URL."
},
{
"path": "$[0].makesOffer[1].itemOffered.description",
"value": "The top 1 million domains identified by Majestic with the most referring subnets"
},
{
"path": "$[0].makesOffer[2].itemOffered.name",
"value": "Majestic Widgets"
},
{
"path": "$[0].makesOffer[2].itemOffered.description",
"value": "Software Addon for Firefox and Chrome Browsers to access backlink data. For basic Majestic metrics, the extensions are free and an account with Majestic is not required."
},
{
"path": "$[0].makesOffer[4].itemOffered.name",
"value": "Url Submitter"
},
{
"path": "$[0].makesOffer[4].itemOffered.description",
"value": "With the URL submitter, you can submit a list of URLs to add to the Majestic scheduled crawl. Enter or copy/paste up to 100 URLs or submit a file."
},
{
"path": "$[0].makesOffer[6].itemOffered.description",
"value": "Creates tracking reports automatically without having to do any additional work. Majestic campaigns provide the possibility to share information directly with clients and partners."
},
{
"path": "$[0].makesOffer[7].itemOffered.alternateName",
"value": "Webmaster Tools"
}
],
"score": 73,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
33 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 36,
"passing": 3,
"failing": [
{
"heading": "Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.",
"headingHtml": "<h2 style=\"font-size: 20px;\">Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try it free, here's a complimentary search",
"headingHtml": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text1\"> Try it free, here's a complimentary search </label></span> </h2>",
"firstParagraph": "FREE PODCAST AND VIDEO SERIES. ALSO AVAILABLE AS A PHYSICAL BOOK!",
"paragraphHtml": "<p><span class=\"soon\">FREE PODCAST AND VIDEO SERIES. ALSO AVAILABLE AS A PHYSICAL BOOK!</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Majestic is the home of …",
"headingHtml": "<h2><span class=\"h-highlight\"><span>Majestic is the home of …</span></span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Citation Flow",
"headingHtml": "<h3>Citation Flow</h3>",
"firstParagraph": "Reflects the quantity of links pointing to a given website. This metric does not distinguish between high-quality and low-quality links.",
"paragraphHtml": "<p>Reflects the <b>quantity</b> of links pointing to a given website. This metric does not distinguish between high-quality and low-quality links.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Visibility Flow",
"headingHtml": "<h3>Visibility Flow</h3>",
"firstParagraph": "It can help you find desirable editorial-style links rather than directory-style links.",
"paragraphHtml": "<p>It can help you find desirable editorial-style links rather than directory-style links.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Topical Trust Flow",
"headingHtml": "<h3>Topical Trust Flow</h3>",
"firstParagraph": "This score indicates a website's position compared to the best sites in over 800 categories, providing an evaluation of a page's topical relevance.",
"paragraphHtml": "<p>This score indicates a website's position compared to the best sites in over 800 categories, providing an evaluation of a page's topical relevance.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Flow Metric Scores",
"headingHtml": "<h3>Flow Metric Scores</h3>",
"firstParagraph": "Each score represents a different measure of the impact of your content. Gain incredible insight from investigating where the balance between these scores differs from the norm.",
"paragraphHtml": "<p>Each score represents a different measure of the impact of your content. Gain incredible insight from investigating where the balance between these scores differs from the norm.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Find out about N-grams Near Links",
"headingHtml": "<h2>Find out about  <a href=\"/reports/ngrams-near-links\"><span class=\"h-highlight\"><span>N-grams Near Links</span></span></a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Web-based backlink analysis that provides instant results",
"headingHtml": "<h2>Web-based backlink analysis that provides instant results</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try it out, here's a free search on us",
"headingHtml": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text2\"> Try it out, here's a free search on us </label></span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Introducing Author Explorer",
"headingHtml": "<h2>Introducing Author Explorer</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "This feature is exclusive to Majestic and gives you an entirely new way to discover and inspect web authors.",
"headingHtml": "<h3>This feature is exclusive to Majestic and gives you an entirely new way to discover and inspect web authors.</h3>",
"firstParagraph": "You can search for author to see …",
"paragraphHtml": "<p>You can search for author to see …</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Fresh Index",
"headingHtml": "<h3>Fresh Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Historic Index",
"headingHtml": "<h3>Historic Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industry-leading API",
"headingHtml": "<h2>Industry-leading API</h2>",
"firstParagraph": "The Majestic API empowers agencies, SEO specialists and consultancies to build time-saving bespoke apps. Our connector library and extensive documentation will get you up and running with our massive datasets in minutes.",
"paragraphHtml": "<p>The Majestic API empowers agencies, SEO specialists and consultancies to build time-saving bespoke apps. Our connector library and extensive documentation will get you up and running with our massive datasets in minutes.</p>",
"words": 32,
"direct": false,
"issue": "First paragraph is 32 words and does not look like a concise direct answer."
},
{
"heading": "Here's what some of our customers say about Majestic",
"headingHtml": "<h2>Here's what some of our customers say about Majestic</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A full-power backlink checker that provides data with no programming required",
"headingHtml": "<h2>A full-power backlink checker that provides data with no programming required</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leading backlink analysis since 2004",
"headingHtml": "<h2>Leading backlink analysis since 2004</h2>",
"firstParagraph": "Here's what we've been up to",
"paragraphHtml": "<p>Here's what we've been up to</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "LITE",
"headingHtml": "<h3>LITE</h3>",
"firstParagraph": "Low-use Fresh Index and Site Explorer. Ideal for light users and domainers.",
"paragraphHtml": "<p>Low-use Fresh Index and Site Explorer. Ideal for light users and domainers.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "PRO",
"headingHtml": "<h3>PRO</h3>",
"firstParagraph": "Historic Index, and all of our web tools. Perfect for professionals and small agencies.",
"paragraphHtml": "<p>Historic Index, and all of our web tools. Perfect for professionals and small agencies.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "API",
"headingHtml": "<h3>API</h3>",
"firstParagraph": "Incorporate Majestic data with your in-house dashboard or toolset. Available in regular, large, or extra large resource volumes.",
"paragraphHtml": "<p>Incorporate Majestic data with your in-house dashboard or toolset. Available in regular, large, or extra large resource volumes.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Reseller, higher volume or bespoke extracts",
"headingHtml": "<h3>Reseller, higher volume or bespoke extracts</h3>",
"firstParagraph": "Need more backlink data? Let us know what you have in mind.",
"paragraphHtml": "<p>Need more backlink data? <a href=\"/help/contact-us?Topic=sales\">Let us know</a> what you have in mind.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Still not sure?",
"headingHtml": "<h2>Still not sure?</h2>",
"firstParagraph": "We understand that selecting a new supplier can feel like a significant undertaking",
"paragraphHtml": "<p>We understand that selecting a new supplier can feel like a significant undertaking</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "We're on LinkedIn",
"headingHtml": "<h2>We're on LinkedIn</h2>",
"firstParagraph": "For major announcements and bulletins, follow our company page @majesticseo.",
"paragraphHtml": "<p>For major announcements and bulletins, follow our company page @majesticseo.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Are YOU on LinkedIn?",
"headingHtml": "<h2>Are YOU on LinkedIn?</h2>",
"firstParagraph": "To join a group dedicated to Majestic, featuring news of tool enhancements, case studies and tutorials, check out the Majestic Community.",
"paragraphHtml": "<p>To join a group dedicated to Majestic, featuring news of tool enhancements, case studies and tutorials, check out the Majestic Community.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Join us on Social Media",
"headingHtml": "<h2>Join us on Social Media</h2>",
"firstParagraph": "Perhaps you're unsure if a Majestic account is the right fit for you at this time.",
"paragraphHtml": "<p>Perhaps you're unsure if a Majestic account is the right fit for you at this time.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Fresh Index",
"headingHtml": "<h3>Fresh Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Historic Index",
"headingHtml": "<h3>Historic Index</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SOCIAL",
"headingHtml": "<h3>SOCIAL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "COMPANY",
"headingHtml": "<h3>COMPANY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TOOLS",
"headingHtml": "<h3>TOOLS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "MAJESTIC FOR",
"headingHtml": "<h3>MAJESTIC FOR</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "PODCASTS & PUBLICATIONS",
"headingHtml": "<h3>PODCASTS & PUBLICATIONS</h3>",
"firstParagraph": "",
"paragraphHtml": "<p><img src=\"//analytics.majestic.com/piwik.php?idsite=2\" style=\"border:0;\" alt></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: checker, building, toolset, majestic, com.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
84/100
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 84/100 and needs improvement.
Evidence
{
"title": "SEO Backlink Checker & Link Building Toolset | Majestic.com",
"h1": "Majestic",
"description": "Develop backlink strategies with our Link Intelligence data, build the strongest SEO backlink campaigns to drive organic traffic and boost your rankings today.",
"topicOverlap": 0.375,
"definitionCount": 13,
"topicTerms": [
"seo",
"backlink",
"checker",
"link",
"building",
"toolset",
"majestic",
"com"
],
"descriptionTerms": [
"develop",
"backlink",
"strategies",
"link",
"intelligence",
"data",
"build",
"strongest",
"seo",
"campaigns",
"drive",
"organic",
"traffic",
"boost",
"rankings",
"today"
],
"missingFromDescription": [
"checker",
"building",
"toolset",
"majestic",
"com"
],
"score": 84,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: how, benefits, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.",
"html": "<h2 style=\"font-size: 20px;\">Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.</h2>"
},
{
"text": "Try it free, here's a complimentary search",
"html": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text1\"> Try it free, here's a complimentary search </label></span> </h2>"
},
{
"text": "Majestic is the home of …",
"html": "<h2><span class=\"h-highlight\"><span>Majestic is the home of …</span></span></h2>"
},
{
"text": "Find out about N-grams Near Links",
"html": "<h2>Find out about  <a href=\"/reports/ngrams-near-links\"><span class=\"h-highlight\"><span>N-grams Near Links</span></span></a></h2>"
},
{
"text": "Web-based backlink analysis that provides instant results",
"html": "<h2>Web-based backlink analysis that provides instant results</h2>"
},
{
"text": "Try it out, here's a free search on us",
"html": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text2\"> Try it out, here's a free search on us </label></span> </h2>"
},
{
"text": "Introducing Author Explorer",
"html": "<h2>Introducing Author Explorer</h2>"
},
{
"text": "Two indexes, both with mind-blowing numbers",
"html": "<h2>Two indexes, both with mind-blowing numbers</h2>"
},
{
"text": "Industry-leading API",
"html": "<h2>Industry-leading API</h2>"
},
{
"text": "Here's what some of our customers say about Majestic",
"html": "<h2>Here's what some of our customers say about Majestic</h2>"
},
{
"text": "A full-power backlink checker that provides data with no programming required",
"html": "<h2>A full-power backlink checker that provides data with no programming required</h2>"
},
{
"text": "Leading backlink analysis since 2004",
"html": "<h2>Leading backlink analysis since 2004</h2>"
},
{
"text": "The best backlink data for your budget",
"html": "<h2>The best backlink data for your budget</h2>"
},
{
"text": "Still not sure?",
"html": "<h2>Still not sure?</h2>"
},
{
"text": "We're on LinkedIn",
"html": "<h2>We're on LinkedIn</h2>"
},
{
"text": "Are YOU on LinkedIn?",
"html": "<h2>Are YOU on LinkedIn?</h2>"
},
{
"text": "Join us on Social Media",
"html": "<h2>Join us on Social Media</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "how",
"label": "How does SEO Backlink Checker & Link Building Toolset work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "cost",
"label": "Is SEO Backlink Checker & Link Building Toolset free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does SEO Backlink Checker & Link Building Toolset compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does SEO Backlink Checker & Link Building Toolset work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "compare",
"label": "How does SEO Backlink Checker & Link Building Toolset 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.
Needs attention
AIO: Page experience for AIO
Issue
24 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
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=1.0",
"visibleWords": 2519,
"htmlBytes": 108822,
"imagesMissingDimensions": [
{
"src": "/static/images/icons/target-url.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/icons/target-url.png\" alt=\"*\">"
},
{
"src": "/static/images/icons/target-url.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/icons/target-url.png\" alt=\"*\">"
},
{
"src": "/static/images/book-newsletter/2024-podcast-cover-david-only.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/book-newsletter/2024-podcast-cover-david-only.png\" alt=\"2024 podcast cover with logo\" class=\"is-rounded\">"
},
{
"src": "/static/images/book-newsletter/2025-podcast-cover-david-only.jpg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/book-newsletter/2025-podcast-cover-david-only.jpg\" alt=\"2025 podcast cover with logo\" class=\"is-rounded\">"
},
{
"src": "/static/images/book-newsletter/2026-podcast-cover-david-only.jpg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/book-newsletter/2026-podcast-cover-david-only.jpg\" alt=\"2026 podcast cover with logo\" class=\"is-rounded\">"
},
{
"src": "/static/images/landing-pages/flow-metric-scores/trust-flow.png",
"width": "",
"height": "200",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/landing-pages/flow-metric-scores/trust-flow.png\" height=\"200\" alt=\"Trust Flow (in Site Explorer)\" class=\"rounded5 horz-margin-20 bordered-box floatl\" style=\"margin-left: 0;\">"
},
{
"src": "/static/images/landing-pages/flow-metric-scores/citation-flow.png",
"width": "",
"height": "200",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/landing-pages/flow-metric-scores/citation-flow.png\" height=\"200\" alt=\"Citation Flow (in Site Explorer)\" class=\"rounded5 horz-margin-20 bordered-box floatr\" style=\"margin-right: 0;\">"
},
{
"src": "/static/images/screenshots/monitor/summary-page.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/screenshots/monitor/summary-page.png\" alt=\"Majestic Author Explorer Summary page\" style=\"width: 100%;\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/white-play-button.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"testimonial-play\" src=\"/static/images/icons/white-play-button.png\" alt=\"play\">"
},
{
"src": "/static/images/icons/payment-methods/visa.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/icons/payment-methods/visa.png\" alt=\"Visa\">"
},
{
"src": "/static/images/icons/payment-methods/amex.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/icons/payment-methods/amex.png\" alt=\"American Express\">"
},
{
"src": "/static/images/icons/payment-methods/mastercard.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/icons/payment-methods/mastercard.png\" alt=\"Mastercard\">"
},
{
"src": "/static/images/icons/payment-methods/paypal.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/icons/payment-methods/paypal.png\" alt=\"Paypal\">"
},
{
"src": "/static/images/majestic/majsetic-linkedin-community.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/majestic/majsetic-linkedin-community.png\" alt=\"Majestic LinkedIn Company Page Image\">"
},
{
"src": "/static/images/majestic/majestic-twitter.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"/static/images/majestic/majestic-twitter.png\" alt=\"Majestic Twitter Image\">"
},
{
"src": "/static/images/icons/external-link.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/icons/external-link.png\" title=\"External Link\" alt=\"External Link\">"
},
{
"src": "/static/images/icons/external-link.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/icons/external-link.png\" title=\"External Link \" alt=\"External Link\">"
},
{
"src": "/static/images/icons/external-link.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/static/images/icons/external-link.png\" title=\"External Link\" alt=\"External Link\">"
},
{
"src": "//analytics.majestic.com/piwik.php?idsite=2",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"//analytics.majestic.com/piwik.php?idsite=2\" style=\"border:0;\" alt>"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60331
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60225
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 59959
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: how, benefits, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.",
"html": "<h2 style=\"font-size: 20px;\">Established 2004. Over twenty years experience delivering insight and value through competitor backlink analysis. Majestic maps the web to bring you the Link Intelligence data you need to dominate your market.</h2>"
},
{
"text": "Try it free, here's a complimentary search",
"html": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text1\"> Try it free, here's a complimentary search </label></span> </h2>"
},
{
"text": "Majestic is the home of …",
"html": "<h2><span class=\"h-highlight\"><span>Majestic is the home of …</span></span></h2>"
},
{
"text": "Find out about N-grams Near Links",
"html": "<h2>Find out about  <a href=\"/reports/ngrams-near-links\"><span class=\"h-highlight\"><span>N-grams Near Links</span></span></a></h2>"
},
{
"text": "Web-based backlink analysis that provides instant results",
"html": "<h2>Web-based backlink analysis that provides instant results</h2>"
},
{
"text": "Try it out, here's a free search on us",
"html": "<h2 class=\"heading\"> <span class=\"searchHelp\"><label for=\"search_text2\"> Try it out, here's a free search on us </label></span> </h2>"
},
{
"text": "Introducing Author Explorer",
"html": "<h2>Introducing Author Explorer</h2>"
},
{
"text": "Two indexes, both with mind-blowing numbers",
"html": "<h2>Two indexes, both with mind-blowing numbers</h2>"
},
{
"text": "Industry-leading API",
"html": "<h2>Industry-leading API</h2>"
},
{
"text": "Here's what some of our customers say about Majestic",
"html": "<h2>Here's what some of our customers say about Majestic</h2>"
},
{
"text": "A full-power backlink checker that provides data with no programming required",
"html": "<h2>A full-power backlink checker that provides data with no programming required</h2>"
},
{
"text": "Leading backlink analysis since 2004",
"html": "<h2>Leading backlink analysis since 2004</h2>"
},
{
"text": "The best backlink data for your budget",
"html": "<h2>The best backlink data for your budget</h2>"
},
{
"text": "Still not sure?",
"html": "<h2>Still not sure?</h2>"
},
{
"text": "We're on LinkedIn",
"html": "<h2>We're on LinkedIn</h2>"
},
{
"text": "Are YOU on LinkedIn?",
"html": "<h2>Are YOU on LinkedIn?</h2>"
},
{
"text": "Join us on Social Media",
"html": "<h2>Join us on Social Media</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "how",
"label": "How does SEO Backlink Checker & Link Building Toolset work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "cost",
"label": "Is SEO Backlink Checker & Link Building Toolset free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does SEO Backlink Checker & Link Building Toolset compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does SEO Backlink Checker & Link Building Toolset work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use SEO Backlink Checker & Link Building Toolset?",
"pattern": {}
},
{
"id": "compare",
"label": "How does SEO Backlink Checker & Link Building Toolset compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 60939
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 61143
}
]
},
"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": 15,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"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.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n\n\n<html lang=\"en\" theme=\"\">\n<head>\n\t\n\t<script>\n\t\twindow.dataLayer = window.dataLayer || [];\n\t\twindow.dataLayer.push({\"ustatus\":\"G\",\"uxg\":\"b\"});\n\t</script>\n\n\t\t<script>\n\t\t(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\t\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\t\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t\t})(window,document,'script','dataLayer','GTM-WL6MF3T');\n\t\t</script>\n\n<script>\n\twindow.gaEvent = function() {\n\t\tif(typeof(window.dataLayer) !== 'object') {\n\t\t\treturn;\n\t\t}\n\n\t\tif(arguments.length == 1) {\n\t\t\twindow.dataLayer.push({'event"
},
"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://majestic.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://majestic.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://majestic.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://majestic.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": 15,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"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.
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)."
}Performance and AccessibilityPerformanceBrowser audit
Document does not have a main landmark.
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Document does not have a main landmark.
Check name
Document does not have a main landmark.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
One main landmark helps screen reader users navigate a web page. [Learn more about landmarks](https://dequeuniversity.com/rules/axe/4.11/landmark-one-main).
References
https://web.dev/learn/performance/Evidence
{
"description": "One main landmark helps screen reader users navigate a web page. [Learn more about landmarks](https://dequeuniversity.com/rules/axe/4.11/landmark-one-main)."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 304 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 304 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
14 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 90 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 90 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,220 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,220 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
2 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
89/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 88,
"displayValue": "140 ms",
"numericValue": 135
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 97,
"displayValue": "100 ms",
"numericValue": 97
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4 s",
"numericValue": 387.5208767191087
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 99,
"displayValue": "1.6 s",
"numericValue": 1598.7106063736996
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0 ms",
"numericValue": 0.8999999999999999
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 49,
"displayValue": "2.3 s",
"numericValue": 2307.6130207129136
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 50 ms",
"numericValue": 47
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 77,
"displayValue": "1.6 s",
"numericValue": 1592.7106063736994
}
]
}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 |
|---|---|---|---|
| 61/100 | Level 3, Bot-Aware | Current report |