Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 38 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 100 out of 100
- Performance and Accessibility 59 out of 100
What AI sees of your website
Monks
We’re Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 38 | Priority fix | 7 | 15 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 38 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 15 | 22 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 11 | 0 | 0 | |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 78 | Mostly ready | 7 | 0 | 13 | |
| GEO Readiness | 88 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 76 | Mostly ready | 3 | 0 | 4 | |
| AEO Readiness | 71 | Needs work | 1 | 0 | 6 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 59 | Needs work | 23 | 3 | 2 | View details |
| Performance | 38 | Priority fix | 15 | 3 | 2 | View details |
| Accessibility | 97 | Strong | 8 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
39 items need attention
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
100 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": "no-referrer-when-downgrade origin-when-cross-origin"
}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": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 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": [
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 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": [
{
"url": "https://track.hubspot.com",
"rel": "preconnect"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
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": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# \">\n <head>\n <meta charset=\"utf-8\" />\n<link rel=\"canonical\" href=\"https://www.monks.com/404\" />\n<meta property=\"og:title\" content=\"404\" />\n<meta name=\"twitter:card\" content=\"summary_large_image\" />\n<meta name=\"twitter:title\" content=\"404\" />\n<meta name=\"MobileOptimized\" content=\"width\" />\n<meta name=\"HandheldFriendly\" content=\"true\" />\n<meta name=\"viewport\" content=\"width=device-wi"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access 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 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 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": 132659
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 187
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 192
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
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-Encoding,Cookie".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding,Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding,Cookie\".",
"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": 22749,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en\" dir=\"ltr\" prefix=\"content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
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": 132659
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
}
]
},
"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": 132656
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: 14 buttons missing accessible names.
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": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button data-ref=\"custom-select-button\" class=\"select-button\" type=\"button\"> <span class=\"button-label-wrapper\"> <span class=\"button-label\" data-ref=\"custom-select-button-label\"></span> </span> <span class=\"button-icon-wrapper\" data-ref=\"button-icon-wrapper\"> <span data-component=\"cf-a2-icon\" data-name=\"down-chevron\" data-ref=\"button-icon\" aria-hidden=\"false\" class=\"button-icon\"><svg viewBox=\"0 0 70 70\" fill=\"none\" stroke=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path vector-effect=\"no",
"<button class=\"options-close-button\" data-ref=\"options-close-button\" type=\"button\"> <span data-component=\"cf-a2-icon\" data-name=\"up-arrow\" data-ref=\"custom-select-header-icon\" aria-hidden=\"false\"><svg viewBox=\"0 0 70 70\" fill=\"none\" stroke=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M27.2065 33.8967L35.1032 26L42.9999 33.8967\" vector-effect=\"non-scaling-stroke\"/> <line x1=\"35.2778\" y1=\"26\" x2=\"35.2778\" y2=\"43\" vector-effect=\"non-scaling-stroke\"/> </svg> </span> </button>",
"<button data-ref=\"toggle\" class=\"toggle\" data-open-label=\"Open the menu\" data-close-label=\"Close the menu\"> <span class=\"toggle-line\"></span> <span class=\"toggle-line\"></span> <span class=\"toggle-line\"></span> </button>",
"<button type=\"button\" data-ref=\"desktop-chevron-button\" class=\"dropdown-indicator\" aria-expanded=\"false\" aria-labelledby=\"navigation-link-solutions\" aria-controls=\"navigation-submenu-solutions\"> <div class=\"dropdown-indicator-icon\"></div> </button>",
"<button data-component=\"cf-m1-button\" data-ref=\"mobile-chevron-button\" data-icon=\"down-chevron\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"none\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" aria-labelledby=\"navigation-link-solutions\" aria-controls=\"navigation-submenu-solutions\" class=\"mobile-icon-button is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"down",
"<button type=\"button\" data-ref=\"desktop-chevron-button\" class=\"dropdown-indicator\" aria-expanded=\"false\" aria-labelledby=\"navigation-link-marketing-services\" aria-controls=\"navigation-submenu-marketing-services\"> <div class=\"dropdown-indicator-icon\"></div> </button>",
"<button data-component=\"cf-m1-button\" data-ref=\"mobile-chevron-button\" data-icon=\"down-chevron\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"none\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" aria-labelledby=\"navigation-link-marketing-services\" aria-controls=\"navigation-submenu-marketing-services\" class=\"mobile-icon-button is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-ico",
"<button type=\"button\" data-ref=\"desktop-chevron-button\" class=\"dropdown-indicator\" aria-expanded=\"false\" aria-labelledby=\"navigation-link-about-us\" aria-controls=\"navigation-submenu-about-us\"> <div class=\"dropdown-indicator-icon\"></div> </button>",
"<button data-component=\"cf-m1-button\" data-ref=\"mobile-chevron-button\" data-icon=\"down-chevron\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"none\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" aria-labelledby=\"navigation-link-about-us\" aria-controls=\"navigation-submenu-about-us\" class=\"mobile-icon-button is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"down-c",
"<button data-component=\"cf-m1-button\" data-ref=\"mobile-close-button\" data-icon=\"close\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"none\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" class=\"mobile-close-button is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"close\" data-ref=\"button-icon-hover\" aria-hidden=\"false\"><svg viewBox=\"0 0 70 70\" xmlns=\"http://www.w3",
"<button data-component=\"cf-m1-button\" data-ref=\"close-button\" data-icon=\"cross\" data-responsive-behaviour=\"small-to-medium\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" class=\"close-button is-themed size-small-to-medium\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"cross\" data-ref=\"button-icon-hover\" aria-hidden=\"false\"><svg viewBox=\"0 0 70 70\" xmlns=\"http:/",
"<button data-component=\"cf-m1-button\" data-ref=\"close-button\" data-icon=\"cross\" data-responsive-behaviour=\"small-to-medium\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" type=\"button\" class=\"close-button is-themed size-small-to-medium\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"cross\" data-ref=\"button-icon-hover\" aria-hidden=\"false\"><svg viewBox=\"0 0 70 70\" xmlns=\"http:/",
"<button data-ref=\"custom-select-button\" class=\"select-button\" type=\"button\"> <span class=\"button-label-wrapper\"> <span class=\"button-label\" data-ref=\"custom-select-button-label\"></span> </span> <span class=\"button-icon-wrapper\" data-ref=\"button-icon-wrapper\"> <span data-component=\"cf-a2-icon\" data-name=\"down-chevron\" data-ref=\"button-icon\" aria-hidden=\"false\" class=\"button-icon\"><svg viewBox=\"0 0 70 70\" fill=\"none\" stroke=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path vector-effect=\"no",
"<button class=\"options-close-button\" data-ref=\"options-close-button\" type=\"button\"> <span data-component=\"cf-a2-icon\" data-name=\"up-arrow\" data-ref=\"custom-select-header-icon\" aria-hidden=\"false\"><svg viewBox=\"0 0 70 70\" fill=\"none\" stroke=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M27.2065 33.8967L35.1032 26L42.9999 33.8967\" vector-effect=\"non-scaling-stroke\"/> <line x1=\"35.2778\" y1=\"26\" x2=\"35.2778\" y2=\"43\" vector-effect=\"non-scaling-stroke\"/> </svg> </span> </button>"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 25,
"links": 66,
"inaccessibleLinks": 0,
"buttons": 32,
"inaccessibleButtons": 14,
"images": 12,
"imagesWithAlt": 12,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}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": 132659
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132656
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
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": 132659
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132663
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
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": 132659
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
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": 132659
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132658
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
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": 132659
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132659
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: 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
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Thu, 11 Jun 2026 14:35:57 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.monks.com",
"probes": [
{
"name": "_index._agents.www.monks.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.monks.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.monks.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "monks.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
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
<select name="language"> is missing tool-param-description.<select name="language"> is missing tool-param-description.<textarea name="g-recaptcha-response"> is missing a label.<textarea name="g-recaptcha-response"> 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": 0,
"formsWithTags": 0,
"totalInteractive": 101,
"interactiveWithTags": 0,
"totalCount": 101,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select name=\"language\"> is missing tool-param-description.",
"<select name=\"language\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 4,
"issues": [
"<select name=\"language\"> is missing tool-param-description.",
"<select name=\"language\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<select name=\"language\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<select name=\"language\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> is missing a label."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> 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": 0,
"formsWithTags": 0,
"totalInteractive": 101,
"interactiveWithTags": 0,
"totalCount": 101,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select name=\"language\"> is missing tool-param-description.",
"<select name=\"language\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> 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": 0,
"formsWithTags": 0,
"totalInteractive": 101,
"interactiveWithTags": 0,
"totalCount": 101,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select name=\"language\"> is missing tool-param-description.",
"<select name=\"language\"> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
2 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
50/100
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 50/100 and needs improvement.
Evidence
{
"schemaCount": 1,
"checkedFields": [
{
"path": "$[0].name",
"value": "Monks"
},
{
"path": "$[0].description",
"value": "We are Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital."
},
{
"path": "$[0].publisher.name",
"value": "Monks"
},
{
"path": "$[0].publisher.description",
"value": "We are Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital."
}
],
"mismatches": [
{
"path": "$[0].description",
"value": "We are Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital."
},
{
"path": "$[0].publisher.description",
"value": "We are Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital."
}
],
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, 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
60/100
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: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Monks"
],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.s4capital.com/",
"text": "An S4 Capital Company",
"html": "<a data-component=\"cf-m1-button\" data-ref=\"legal-link\" data-label=\"An S4 Capital Company\" data-en-label=\"An S4 Capital Company\" data-icon=\"right-arrow\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" href=\"https://www.s4capital.com/\" target=\"_self\" rel=\"noopener\" class=\"is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"..."
},
{
"href": "http://www.linkedin.com/company/monks",
"text": "",
"html": "<a data-component=\"cf-m1-button\" data-icon=\"linkedin\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"move-icon\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" aria-label=\"Our Linkedin page.\" href=\"http://www.linkedin.com/company/monks\" target=\"_blank\" rel=\"noopener\" class=\"is-outlined is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"linkedin\" data-ref=\"button-icon-hover\" a..."
}
],
"contactLinks": [],
"privacyLinks": [
{
"href": "/privacy-notice",
"text": "Privacy Notice",
"html": "<a data-component=\"cf-m1-button\" data-ref=\"legal-link\" data-label=\"Privacy Notice\" data-en-label=\"Privacy Notice\" data-icon=\"right-arrow\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" href=\"/privacy-notice\" target=\"_self\" rel=\"noopener\" class=\"is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"right-arrow\" data-ref=\"bu..."
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: animation, alttext.
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
80/100
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 80/100 and needs improvement.
Evidence
{
"title": "Monks",
"h1": "${animation.altText}",
"description": "We’re Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"monks",
"animation",
"alttext"
],
"descriptionTerms": [
"monks",
"global",
"content",
"data",
"media",
"tech",
"powerhouse",
"solution",
"simple",
"singular",
"disrupting",
"industry",
"driven",
"digital"
],
"missingFromDescription": [
"animation",
"alttext"
],
"score": 80,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
23 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": 24,
"passing": 1,
"failing": [
{
"heading": "Your trusted partner for innovation across four strategic service offerings:",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Your trusted partner for innovation across four strategic service offerings: </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-ref=\"scribble-text\" class=\"fs-body-l font-handwritten scribble-text\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Real-Time Brands",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Real-Time Brands </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Marketing Orchestration",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Marketing Orchestration </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Glass Box Media",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Glass Box Media </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Technology Services",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Technology Services </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "What can we do for you?",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-l font-sans-serif component-title\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> What can we do for <u>you</u>? </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Client Stories",
"headingHtml": "<h2 class=\"fs-body-l font-sans-serif-medium component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Client Stories </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Boomtown Unboxed",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Boomtown Unboxed </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Off-Season, On Strategy",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Off-Season, On Strategy </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Turning Cultural Conversations Into Brand Icons",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Turning Cultural Conversations Into Brand Icons </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Dove Code",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> The Dove Code </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Awards",
"headingHtml": "<h2 class=\"fs-label font-sans-serif-medium grid-col-4 grid-col-l-2 component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Awards </h2>",
"firstParagraph": "Monks",
"paragraphHtml": "<p class=\"fs-body-m font-sans-serif-medium\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Monks</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Owning the Answer: The Marketer’s Playbook for AEO, GEO and the AI Search Era",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-s font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Owning the Answer: The Marketer’s Playbook for AEO, GEO and the AI Search Era </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale.",
"headingHtml": "<h2 data-ref=\"headline\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale. </h2>",
"firstParagraph": "00:00",
"paragraphHtml": "<p data-ref=\"time\" class=\"fs-label font-sans-serif time\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">00:00</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "On our minds",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> On our minds </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unlocking High-Value Users with Machine Learning",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Unlocking High-Value Users <em>with Machine Learning</em> </h3>",
"firstParagraph": "Report",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Report</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Why Your Customer Lifetime Value Strategy Hinges on a High-Performance Email Engine",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Why Your Customer Lifetime Value Strategy <em><u>Hinges</u> on a High-Performance Email Engine </em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Inside Salesforce Connections 2025 and the Conversational Potential of Agentic AI",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Inside Salesforce <u>Connections</u> 2025 <em>and the Conversational Potential of Agentic AI</em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Driving Experimentation and AI Innovation with Amplitude",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Driving Experimentation and AI Innovation <em>with <u>Amplitude</u></em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Experience Centers: Where Brands Come to Life",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Experience Centers: <em>Where Brands Come to <u>Life</u></em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Smarter Investments for an Evolving Marketing Landscape: MMM Meta-Analysis with Monks and TikTok",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Smarter Investments for an Evolving Marketing Landscape: <em>MMM Meta-Analysis with Monks and TikTok</em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Let’s unlock what’s possible together.",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Let’s unlock what’s possible together. </h2>",
"firstParagraph": "Hey 👋",
"paragraphHtml": "<p data-ref=\"title\" class=\"fs-body-m font-sans-serif title\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Hey 👋</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Keep Exploring...",
"headingHtml": "<h2 data-ref=\"label\" class=\"fs-label font-sans-serif-medium footer-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Keep Exploring... </h2>",
"firstParagraph": "Copyright 2026",
"paragraphHtml": "<p data-ref=\"copyright\" class=\"fs-label font-sans-serif copyright-copy\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Copyright 2026</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
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": 12,
"heading": "H3: AI leadership that's rapid and real, backed by premier tech partners.",
"text": "While others talk about AI, we deliver results. We are the essential partner for last-mile intelligence, closing the gap between powerful AI platforms and real-world business impact. With Monks.Flow, we custom-fit technology from strategic tech alliances to your specific goals, turning powerful tools into a true competitive advantage that's ready to perform from day one.",
"words": 56,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (56 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p data-ref=\"copy\" class=\"fs-body-m font-sans-serif copy\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">While others talk about AI, we deliver results. We are the essential partner for last-mile intelligence, closing the gap between powerful AI platforms and real-world business impact. With Monks.Flow, we custom-fit technology from strategic tech alliances to your specific goals, turning powerful tools into a true competitive advantage that's ready to perform from day one.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, 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
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Monks"
],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.s4capital.com/",
"text": "An S4 Capital Company",
"html": "<a data-component=\"cf-m1-button\" data-ref=\"legal-link\" data-label=\"An S4 Capital Company\" data-en-label=\"An S4 Capital Company\" data-icon=\"right-arrow\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" href=\"https://www.s4capital.com/\" target=\"_self\" rel=\"noopener\" class=\"is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"..."
},
{
"href": "http://www.linkedin.com/company/monks",
"text": "",
"html": "<a data-component=\"cf-m1-button\" data-icon=\"linkedin\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"move-icon\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" aria-label=\"Our Linkedin page.\" href=\"http://www.linkedin.com/company/monks\" target=\"_blank\" rel=\"noopener\" class=\"is-outlined is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"linkedin\" data-ref=\"button-icon-hover\" a..."
}
],
"contactLinks": [],
"privacyLinks": [
{
"href": "/privacy-notice",
"text": "Privacy Notice",
"html": "<a data-component=\"cf-m1-button\" data-ref=\"legal-link\" data-label=\"Privacy Notice\" data-en-label=\"Privacy Notice\" data-icon=\"right-arrow\" data-responsive-behaviour=\"default\" data-hover-behaviour=\"default\" data-enable-transition-in=\"false\" data-enable-load-more-transition=\"false\" href=\"/privacy-notice\" target=\"_self\" rel=\"noopener\" class=\"is-themed size-small\"> <span data-ref=\"button-icon-hover-wrapper\" class=\"button-icon\"> <span data-component=\"cf-a2-icon\" data-name=\"right-arrow\" data-ref=\"bu..."
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 8,
"questionH2s": [
{
"index": 3,
"text": "What can we do for you?",
"isQuestion": true,
"html": "<h2 data-ref=\"title\" class=\"fs-display-l font-sans-serif component-title\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> What can we do for <u>you</u>? </h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
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
23 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": 24,
"passing": 1,
"failing": [
{
"heading": "Your trusted partner for innovation across four strategic service offerings:",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Your trusted partner for innovation across four strategic service offerings: </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-ref=\"scribble-text\" class=\"fs-body-l font-handwritten scribble-text\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Real-Time Brands",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Real-Time Brands </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Marketing Orchestration",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Marketing Orchestration </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Glass Box Media",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Glass Box Media </h3>",
"firstParagraph": "Solutions",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Solutions</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Technology Services",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-body-l font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Technology Services </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "What can we do for you?",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-l font-sans-serif component-title\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> What can we do for <u>you</u>? </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Client Stories",
"headingHtml": "<h2 class=\"fs-body-l font-sans-serif-medium component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Client Stories </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Boomtown Unboxed",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Boomtown Unboxed </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Off-Season, On Strategy",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Off-Season, On Strategy </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Turning Cultural Conversations Into Brand Icons",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Turning Cultural Conversations Into Brand Icons </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Dove Code",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-l font-sans-serif link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> The Dove Code </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Awards",
"headingHtml": "<h2 class=\"fs-label font-sans-serif-medium grid-col-4 grid-col-l-2 component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Awards </h2>",
"firstParagraph": "Monks",
"paragraphHtml": "<p class=\"fs-body-m font-sans-serif-medium\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Monks</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Owning the Answer: The Marketer’s Playbook for AEO, GEO and the AI Search Era",
"headingHtml": "<h3 data-ref=\"display-label\" class=\"fs-display-s font-sans-serif-medium link-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Owning the Answer: The Marketer’s Playbook for AEO, GEO and the AI Search Era </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"type\" class=\"fs-label font-sans-serif-medium card-type\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale.",
"headingHtml": "<h2 data-ref=\"headline\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale. </h2>",
"firstParagraph": "00:00",
"paragraphHtml": "<p data-ref=\"time\" class=\"fs-label font-sans-serif time\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">00:00</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "On our minds",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> On our minds </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unlocking High-Value Users with Machine Learning",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Unlocking High-Value Users <em>with Machine Learning</em> </h3>",
"firstParagraph": "Report",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Report</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Why Your Customer Lifetime Value Strategy Hinges on a High-Performance Email Engine",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Why Your Customer Lifetime Value Strategy <em><u>Hinges</u> on a High-Performance Email Engine </em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Inside Salesforce Connections 2025 and the Conversational Potential of Agentic AI",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Inside Salesforce <u>Connections</u> 2025 <em>and the Conversational Potential of Agentic AI</em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Driving Experimentation and AI Innovation with Amplitude",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Driving Experimentation and AI Innovation <em>with <u>Amplitude</u></em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Experience Centers: Where Brands Come to Life",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Experience Centers: <em>Where Brands Come to <u>Life</u></em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Smarter Investments for an Evolving Marketing Landscape: MMM Meta-Analysis with Monks and TikTok",
"headingHtml": "<h3 class=\"fs-body-m font-sans-serif-medium\" data-outline-show-delay=\"0\" data-display-original-copy=\"true\" data-component=\"cf-a1-heading\"> Smarter Investments for an Evolving Marketing Landscape: <em>MMM Meta-Analysis with Monks and TikTok</em> </h3>",
"firstParagraph": "Blog Post",
"paragraphHtml": "<p data-ref=\"bundle-category\" class=\"fs-label font-sans-serif-medium bundle-category\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Blog Post</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Let’s unlock what’s possible together.",
"headingHtml": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Let’s unlock what’s possible together. </h2>",
"firstParagraph": "Hey 👋",
"paragraphHtml": "<p data-ref=\"title\" class=\"fs-body-m font-sans-serif title\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Hey 👋</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Keep Exploring...",
"headingHtml": "<h2 data-ref=\"label\" class=\"fs-label font-sans-serif-medium footer-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Keep Exploring... </h2>",
"firstParagraph": "Copyright 2026",
"paragraphHtml": "<p data-ref=\"copyright\" class=\"fs-label font-sans-serif copyright-copy\" data-allow-outlines=\"false\" data-component=\"cf-a5-text\">Copyright 2026</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 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 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: animation, alttext.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Monks",
"h1": "${animation.altText}",
"description": "We’re Monks – global content, data, media, and tech powerhouse. Our solution is simple and singular: Disrupting the industry, driven by digital.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 1,
"topicTerms": [
"monks",
"animation",
"alttext"
],
"descriptionTerms": [
"monks",
"global",
"content",
"data",
"media",
"tech",
"powerhouse",
"solution",
"simple",
"singular",
"disrupting",
"industry",
"driven",
"digital"
],
"missingFromDescription": [
"animation",
"alttext"
],
"score": 83,
"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: cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Your trusted partner for innovation across four strategic service offerings:",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Your trusted partner for innovation across four strategic service offerings: </h2>"
},
{
"text": "What can we do for you?",
"html": "<h2 data-ref=\"title\" class=\"fs-display-l font-sans-serif component-title\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> What can we do for <u>you</u>? </h2>"
},
{
"text": "Client Stories",
"html": "<h2 class=\"fs-body-l font-sans-serif-medium component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Client Stories </h2>"
},
{
"text": "Awards",
"html": "<h2 class=\"fs-label font-sans-serif-medium grid-col-4 grid-col-l-2 component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Awards </h2>"
},
{
"text": "Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale.",
"html": "<h2 data-ref=\"headline\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale. </h2>"
},
{
"text": "On our minds",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> On our minds </h2>"
},
{
"text": "Let’s unlock what’s possible together.",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Let’s unlock what’s possible together. </h2>"
},
{
"text": "Keep Exploring...",
"html": "<h2 data-ref=\"label\" class=\"fs-label font-sans-serif-medium footer-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Keep Exploring... </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Monks?",
"pattern": {}
},
{
"id": "how",
"label": "How does Monks work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Monks?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Monks free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Monks compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "cost",
"label": "Is Monks free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Monks compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
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": 132652
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132652
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 132656
}
]
},
"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: cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Your trusted partner for innovation across four strategic service offerings:",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Your trusted partner for innovation across four strategic service offerings: </h2>"
},
{
"text": "What can we do for you?",
"html": "<h2 data-ref=\"title\" class=\"fs-display-l font-sans-serif component-title\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> What can we do for <u>you</u>? </h2>"
},
{
"text": "Client Stories",
"html": "<h2 class=\"fs-body-l font-sans-serif-medium component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Client Stories </h2>"
},
{
"text": "Awards",
"html": "<h2 class=\"fs-label font-sans-serif-medium grid-col-4 grid-col-l-2 component-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Awards </h2>"
},
{
"text": "Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale.",
"html": "<h2 data-ref=\"headline\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Sir Martin Sorrell shares how brands can use first-party data to achieve personalization at a massive scale. </h2>"
},
{
"text": "On our minds",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> On our minds </h2>"
},
{
"text": "Let’s unlock what’s possible together.",
"html": "<h2 data-ref=\"title\" class=\"fs-display-m font-extended\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Let’s unlock what’s possible together. </h2>"
},
{
"text": "Keep Exploring...",
"html": "<h2 data-ref=\"label\" class=\"fs-label font-sans-serif-medium footer-label\" data-outline-show-delay=\"0\" data-display-original-copy=\"false\" data-component=\"cf-a1-heading\"> Keep Exploring... </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Monks?",
"pattern": {}
},
{
"id": "how",
"label": "How does Monks work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Monks?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Monks free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Monks compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "cost",
"label": "Is Monks free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Monks 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."
}
]
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
20 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
Reduce unused CSS
20 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 122Â 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 122Â 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": 10
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
46/100
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": "speed-index",
"title": "Speed Index",
"score": 5,
"displayValue": "4.7Â s",
"numericValue": 4711.415430875531
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 33,
"displayValue": "5.5Â s",
"numericValue": 5527.964814590516
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 12,
"displayValue": "450Â ms",
"numericValue": 447
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 15,
"displayValue": "4.2Â s",
"numericValue": 4179.515008264867
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 7
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40Â ms",
"numericValue": 35.504955
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 99,
"displayValue": "0.6Â s",
"numericValue": 601.011955498037
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "1,660Â ms",
"numericValue": 1663.0000000000014
}
]
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 17Â 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 17Â 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
Minify CSS
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Minify CSS
Check name
Minify CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 2Â KiB
Fix guidance
Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 2Â KiB",
"description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
"numericValue": 0
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 51/100 | Level 3, Bot-Aware | Current report |