Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 29 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 92 out of 100
- Performance and Accessibility 95 out of 100
What AI sees of your website
Customer Data Platform | Trusted Data for AI - Tealium
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 29 | Priority fix | 5 | 17 | 1 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 46 | 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 | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 77 | Mostly ready | 5 | 0 | 14 | |
| GEO Readiness | 88 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 74 | Needs work | 2 | 0 | 5 | |
| AEO Readiness | 68 | Needs work | 2 | 0 | 5 | |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 95 | Strong | 22 | 5 | 0 | View details |
| Performance | 95 | Strong | 12 | 5 | 0 | View details |
| Accessibility | 95 | Strong | 10 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
47 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-src 'self' https://tealium.com https://*.tealium.com https://*.1mind.com https://*.zi-scripts.com https://*.tealiumiq.com https://*.highspot.com https://*.youtube.com https://*.vimeo.com https://*.marketo.com https://*.driftt.com https://*.hotjar.com https://*.facebook.com https://*.doubleclick.net https://*.saleshood.com https://*.zoominfo.com https://*.brighttalk.com https://*.google.com https://*.tealium.net https://*.onetrust.com https://*.meltwater.com https://*.googletagmanager.com https://*.my.leandata.com https://tealium.privacy.saymine.io https://tealium-beast-aritchart.replit.app https://tealiumvalue.com https://*.1mind.cloud https://*.monetate.net; frame-ancestors *.1mind.com *.tealiumiq.com tealium.com *.tealium.com *.highspot.com *.youtube.com *.vimeo.com *.marketo.com *.driftt.com *.hotjar.com *.facebook.com *.doubleclick.net *.saleshood.com *.zoominfo.com *.brighttalk.com *.google.com *.tealium.net *.onetrust.com *.meltwater.com *.my.leandata.com;"
}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": 403,
"contentType": "text/html"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
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" 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" 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": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/openapi.yaml",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/swagger.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/swagger.yaml",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/api/openapi.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/api/swagger.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
{
"path": "/docs/openapi.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
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": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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 DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 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": [
"BreadcrumbList",
"Organization",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 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": "/.well-known/agents.json",
"rel": "ai-manifest",
"type": "application/json"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/llms-full.txt",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "(none)".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 403,
"contentType": "text/html"
},
"issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": ""
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 124,
"excerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TI",
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
Needs attention
robots.txt
Issue
Failed to fetch /robots.txt (Status: 403).
Why it matters
robots.txt gives crawlers and agents a standard place to read crawl permissions, disallowed paths, and sitemap locations before requesting site content.
Check name
robots.txt
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish /robots.txt with clear crawl rules.
Result
robots.txt is missing or incomplete.
Evidence
{
"statusCode": 403,
"contentType": "text/html",
"parsedUserAgents": [],
"sitemapDirectives": [],
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
}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: missing <main> landmark; missing <footer> landmark; skipped heading levels; 1/2 applicable form inputs have autocomplete attributes (1 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": false,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"search\" name=\"s\" placeholder=\"Search ...\" value>"
],
"imagesMissingAlt": [
"<img src=\"https://wpmedia.tealium.com/wp-content/uploads/2026/04/homepage-graphic-3.gif\">"
],
"skippedHeadingLevels": [
"h1: Trusted Data for AI",
"h2: One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"h2: Billions of Events Orchestrated Daily.",
"h2: Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"h2: Every Company Wants an AI Strategy.",
"h3: Most Are Still Fixing Their Customer Data Strategy.",
"h4: Marketing pulls one version of the customer. AI trains on another. Customer Service never sees either. Every team needs the same customer truth, delivered their way. Tealium keeps customer data flowing where you need it, when you need it. Consented. Enriched. Identity-resolved. Whether you're training models in your data cloud or activating them via Amazon Bedrock, OpenAI, or Vertex AI, the data feeding your AI is complete, current, and compliant.",
"h3: Tealium Is the Platform Where Customer Data Becomes Action",
"h4: Tealium collects customer data from every source, resolves identity in real time, enriches it with the context systems need, enforces consent through every activation, and routes it to the model, channel, warehouse, or agent that needs it. Real-time, triggered, or on a schedule.",
"h2: One Platform. Every Customer Decision.",
"h3: Collect Trusted Data Everywhere",
"h3: Unify Identity and Profiles",
"h3: Orchestrate Decisions in Real Time",
"h3: Activate From the Cloud or in the Moment",
"h3: Power AI With Governed Context",
"h3: Enforce Consent Across Every Data Path",
"h2: Your Models Are Only As Good As Your Data Pipeline.",
"h3: Feed Models With Governed Context",
"h3: Classify Behavior in the Stream",
"h3: Activate What Models Return",
"h2: One Customer Data Foundation. Built for the Entire Organization.",
"h3: Ship Models, Not Pipelines",
"h3: Activate the Moment Intent Is Highest",
"h3: Governed Pipelines and Clean Warehouse Feeds",
"h3: Consent Enforced Structurally, Not Bolted On",
"h2: Built for Enterprises. Proven by Results.",
"h2: 22%",
"h4: Real-time AI powered by Tealium",
"h3: Spark New ZealandSnowflake, and Spark's decisioning engine. Trigger to decision to activation in real-time.",
"h5: Read the case study →",
"h2: 54%",
"h4: More Call-to-Lead Conversion",
"h3: Legal & General Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment.",
"h5: Read the case study →",
"h2: 57%",
"h4: More User Recovery From Abandoned Bookings",
"h3: Iberia Unified CRM, transactional, and behavioral data into one customer view. 12% sales lift from retargeting flows.",
"h5: Read the case study →",
"h2: Connected to the Tools Your Teams Already Use.",
"h3: 1,300+ pre-built integrations across AI services, advertising, email, messaging, analytics, CRM, data clouds, personalization, and more.",
"h2: Featured Resource.",
"h5: Just Released",
"h3: The Rise of the Customer Data Strategist",
"h4: Bridge the gap between data and business, unlock real ROI from your CDP and AI investments, and turn customer data into measurable growth.",
"h2: Have Questions? Meet Truman.",
"h5: Tealium's AI Powered Assistant",
"h3: Meet Truman.",
"h4: Find the right product, get instant answers to CDP and AI questions, or book a demo right from this page.",
"h2: See the Platform in Action",
"h3: Walk through a live customer-data-to-decision-to-activation flow on your own stack with a Tealium architect."
]
},
"counts": {
"h1": 1,
"headings": 50,
"links": 157,
"inaccessibleLinks": 0,
"buttons": 7,
"inaccessibleButtons": 0,
"images": 53,
"imagesWithAlt": 52,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 1
}
}AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://tealium.com/sitemap.xml, https://tealium.com/sitemap_index.xml, https://tealium.com/sitemap-index.xml.
Why it matters
Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.
Check name
Sitemap
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish a sitemap and reference it from robots.txt.
Result
Sitemap is missing or incomplete.
Evidence
{
"checked": [
"https://tealium.com/sitemap.xml",
"https://tealium.com/sitemap_index.xml",
"https://tealium.com/sitemap-index.xml"
]
}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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/webmcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/agent-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/agent.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/agents.json",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of 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": "tealium.com",
"probes": [
{
"name": "_index._agents.tealium.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.tealium.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": "tealium.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
<input name="s"> is missing a label.<input name="s"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 166,
"interactiveWithTags": 0,
"totalCount": 169,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"s\"> is missing a label.",
"<input name=\"s\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 5,
"issues": [
"<input name=\"s\"> is missing a label.",
"<input name=\"s\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"s\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"s\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 166,
"interactiveWithTags": 0,
"totalCount": 169,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"s\"> is missing a label.",
"<input name=\"s\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 166,
"interactiveWithTags": 0,
"totalCount": 169,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"s\"> is missing a label.",
"<input name=\"s\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
6 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 Last-Modified HTTP header.
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
75/100
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": null,
"schemaDates": [
"2026-06-08T23:48:09+00:00",
"2026-04-28T19:48:46+00:00"
],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
5 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
6 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": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "Customer Data Platform | Trusted Data for AI - Tealium"
},
{
"path": "$[0].@graph[0].description",
"value": "Discover Tealium's cutting-edge products designed to revolutionize your data strategy. Explore our suite of tools for data integration, management, and analytics to optimize customer experiences and drive digital transformation. See how our solutions can elevate your business's data capabilities."
},
{
"path": "$[0].@graph[1].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[2].name",
"value": "Tealium"
},
{
"path": "$[0].@graph[2].description",
"value": "Customer Data Hub | Trusted Data for AI"
},
{
"path": "$[0].@graph[3].name",
"value": "Tealium Inc."
},
{
"path": "$[1].name",
"value": "Customer Data Platform | Trusted Data for AI - Tealium"
},
{
"path": "$[1].description",
"value": "Discover Tealium's cutting-edge products designed to revolutionize your data strategy. Explore our suite of tools for data integration, management, and analytics to optimize customer experiences and drive digital transformation. See how our solutions can elevate your business's data capabilities."
},
{
"path": "$[2].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[3].name",
"value": "Tealium"
},
{
"path": "$[3].description",
"value": "Customer Data Hub | Trusted Data for AI"
},
{
"path": "$[4].name",
"value": "Tealium Inc."
}
],
"mismatches": [
{
"path": "$[0].@graph[0].description",
"value": "Discover Tealium's cutting-edge products designed to revolutionize your data strategy. Explore our suite of tools for data integration, management, and analytics to optimize customer experiences and drive digital transformation. See how our solutions can elevate your business's data capabilities."
},
{
"path": "$[0].@graph[1].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[3].name",
"value": "Tealium Inc."
},
{
"path": "$[1].description",
"value": "Discover Tealium's cutting-edge products designed to revolutionize your data strategy. Explore our suite of tools for data integration, management, and analytics to optimize customer experiences and drive digital transformation. See how our solutions can elevate your business's data capabilities."
},
{
"path": "$[2].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[4].name",
"value": "Tealium Inc."
}
],
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
37 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": 37,
"passing": 0,
"failing": [
{
"heading": "One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"headingHtml": "<h2 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".2s\" data-swap style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Billions of Events Orchestrated Daily.",
"headingHtml": "<h2>Billions of Events <span style=\"color:#006D80;\">Orchestrated</span> Daily. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"headingHtml": "<h2 class=\"f_opensans s_22 w_600 wow fadeIn\" data-wow-delay=\".0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Databricks Data + AI Summit 2026 - June 15-18, 2026<br> San Francisco, CA</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Every Company Wants an AI Strategy.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Every Company Wants an <span style=\"color:#006D80;\">AI Strategy. </span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Most Are Still Fixing Their Customer Data Strategy.",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Most Are Still Fixing Their Customer Data Strategy.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Tealium Is the Platform Where Customer Data Becomes Action",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Tealium Is the Platform Where Customer Data Becomes Action</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "One Platform. Every Customer Decision.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Platform. <span style=\"color:#68D8D5;\">Every Customer Decision.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Collect Trusted Data Everywhere",
"headingHtml": "<h3 class=\"f_opensans s_29\">Collect Trusted Data Everywhere </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unify Identity and Profiles",
"headingHtml": "<h3 class=\"f_opensans s_29\">Unify Identity and Profiles</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Orchestrate Decisions in Real Time",
"headingHtml": "<h3 class=\"f_opensans s_29\">Orchestrate Decisions in Real Time </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate From the Cloud or in the Moment",
"headingHtml": "<h3 class=\"f_opensans s_29\">Activate From the Cloud or in the Moment </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Power AI With Governed Context",
"headingHtml": "<h3 class=\"f_opensans s_29\">Power AI With Governed Context </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Enforce Consent Across Every Data Path",
"headingHtml": "<h3 class=\"f_opensans s_29\">Enforce Consent Across Every Data Path </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your Models Are Only As Good As Your Data Pipeline.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Your Models Are Only As Good<br> As Your <span style=\"color:#006D80;\">Data Pipeline.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Feed Models With Governed Context",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Feed Models With Governed Context </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Classify Behavior in the Stream",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Classify Behavior in the Stream </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate What Models Return",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Activate What Models Return </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "One Customer Data Foundation. Built for the Entire Organization.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Customer Data Foundation. <br> <span style=\"color:#68D8D5;\">Built for the Entire Organization.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ship Models, Not Pipelines",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Ship Models, Not Pipelines <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate the Moment Intent Is Highest",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Activate the Moment Intent Is Highest <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Governed Pipelines and Clean Warehouse Feeds",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Governed Pipelines and Clean Warehouse Feeds </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Consent Enforced Structurally, Not Bolted On",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Consent Enforced Structurally, Not Bolted On</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built for Enterprises. Proven by Results.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Built for Enterprises. <span style=\"color:#006D80;\">Proven by Results.</span><br> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "22%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">22%</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Spark New ZealandSnowflake, and Spark's decisioning engine. Trigger to decision to activation in real-time.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Spark New Zealand<br>Snowflake, and Spark's decisioning engine. Trigger to decision to activation in real-time.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "54%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">54% </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal & General Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Legal & General <br>Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "57%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">57% </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Iberia Unified CRM, transactional, and behavioral data into one customer view. 12% sales lift from retargeting flows.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Iberia <br>Unified CRM, transactional, and behavioral data into one customer view. 12% sales lift from retargeting flows. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connected to the Tools Your Teams Already Use.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Connected to the Tools<br> <span style=\"color:#006D80;\">Your Teams Already Use.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "1,300+ pre-built integrations across AI services, advertising, email, messaging, analytics, CRM, data clouds, personalization, and more.",
"headingHtml": "<h3 class=\"text-accent f_manrope s_18 w_400 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">1,300+ pre-built integrations across AI services, advertising, email, messaging, analytics, CRM, data clouds, personalization, and more. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Resource.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Featured <span style=\"color:#68D8D5;\">Resource.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Rise of the Customer Data Strategist",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">The Rise of the Customer Data Strategist<br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Have Questions? Meet Truman.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Have Questions? <span style=\"color:#006D80;\">Meet Truman.</span><br> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Meet Truman.",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Meet Truman.<br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See the Platform in Action",
"headingHtml": "<h2 class=\"f_opensans s_48 w_600 wow fadeIn\" data-wow-delay=\".2s\" style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">See the Platform in Action </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Walk through a live customer-data-to-decision-to-activation flow on your own stack with a Tealium architect.",
"headingHtml": "<h3 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".3s\" data-swap style=\"visibility: hidden; animation-delay: 0.3s; animation-name: none;\">Walk through a live customer-data-to-decision-to-activation flow on your own stack with a Tealium architect. <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
4 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, publisher.
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": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-04-28T19:48:46+00:00",
"2026-06-08T23:48:09+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "#",
"text": "Company",
"html": "<a href=\"#\" target>Company</a>"
},
{
"href": "https://tealium.com/company/",
"text": "About Us",
"html": "<a class href=\"https://tealium.com/company/\" target> <span>About Us</span> <span></span> </a>"
},
{
"href": "https://tealium.com/company/leadership/",
"text": "Leadership",
"html": "<a class href=\"https://tealium.com/company/leadership/\" target> <span>Leadership</span> <span></span> </a>"
},
{
"href": "https://www.linkedin.com/company/tealium/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/tealium/\" target=\"_blank\" rel=\"nofollow\"> <div class=\"icon\"> <img class=\"lazy \" src=\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0naHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmcnIHdpZHRoPScxNicgaGVpZ2h0PScxNic+PHJlY3Qgd2lkdGg9JzEwMCUnIGhlaWdodD0nMTAwJScgZmlsbD0nbm9uZScvPjwvc3ZnPg==\" style data-src=\"https://tealium.com/wp-content/themes/Jupiter-child/jasper/assets/svg/linkedin_icon.svg\" alt=\"LinkedIn - Tealium\" width=\"16\" height=\"16\"> </div> </a>"
},
{
"href": "https://www.linkedin.com/company/tealium/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/tealium/\" target=\"_blank\" rel=\"nofollow\"> <div class=\"icon\"> <img class=\"lazy \" src=\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0naHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmcnIHdpZHRoPScxNicgaGVpZ2h0PScxNic+PHJlY3Qgd2lkdGg9JzEwMCUnIGhlaWdodD0nMTAwJScgZmlsbD0nbm9uZScvPjwvc3ZnPg==\" style data-src=\"https://tealium.com/wp-content/themes/Jupiter-child/jasper/assets/svg/linkedin_icon.svg\" alt=\"LinkedIn - Tealium\" width=\"16\" height=\"16\"> </div> </a>"
},
{
"href": "https://tealium.com/company/",
"text": "About Us",
"html": "<a href=\"https://tealium.com/company/\" target>About Us</a>"
},
{
"href": "https://tealium.com/company/leadership/",
"text": "Leadership",
"html": "<a href=\"https://tealium.com/company/leadership/\" target>Leadership</a>"
}
],
"contactLinks": [
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://tealium.com/contact/\">Contact Us</a>"
},
{
"href": "https://tealium.com/tealiums-industry-solutions/",
"text": "View all Industries Explore all our industries and see how we can help your business thrive.",
"html": "<a class href=\"https://tealium.com/tealiums-industry-solutions/\" target> <span>View all Industries</span> <span>Explore all our industries and see how we can help your business thrive.</span> </a>"
},
{
"href": "https://tealium.com/customer-support-packages/",
"text": "Support Overview",
"html": "<a class href=\"https://tealium.com/customer-support-packages/\" target> <span>Support Overview</span> <span></span> </a>"
},
{
"href": "https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..",
"text": "Support Desk",
"html": "<a class href=\"https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..\" target=\"_blank\"> <span>Support Desk</span> <span></span> </a>"
},
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a class href=\"https://tealium.com/contact/\" target> <span>Contact Us</span> <span></span> </a>"
},
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://tealium.com/contact/\" target>Contact Us</a>"
},
{
"href": "https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..",
"text": "Tealium Support Desk",
"html": "<a href=\"https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..\" target=\"_blank\">Tealium Support Desk</a>"
}
],
"privacyLinks": [
{
"href": "https://tealium.com/solutions-data-collection-privacy/",
"text": "Data Collection & Privacy Place privacy and consent at the core to build trusted customer experiences.",
"html": "<a class href=\"https://tealium.com/solutions-data-collection-privacy/\" target> <span>Data Collection & Privacy</span> <span>Place privacy and consent at the core to build trusted customer experiences.</span> </a>"
},
{
"href": "https://tealium.com/terms-of-use",
"text": "Terms of Use",
"html": "<a href=\"https://tealium.com/terms-of-use\">Terms of Use</a>"
},
{
"href": "https://tealium.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"https://tealium.com/privacy-policy\">Privacy Policy</a>"
},
{
"href": "https://tealium.com/solutions-data-collection-privacy/",
"text": "Data Collection & Privacy",
"html": "<a href=\"https://tealium.com/solutions-data-collection-privacy/\" target>Data Collection & Privacy</a>"
},
{
"href": "https://tealium.com/privacy/",
"text": "Privacy at Tealium",
"html": "<a href=\"https://tealium.com/privacy/\" target>Privacy at Tealium</a>"
},
{
"href": "https://tealium.com/preferences/",
"text": "Privacy Settings",
"html": "<a href=\"https://tealium.com/preferences/\" target>Privacy Settings</a>"
},
{
"href": "https://tealium.com/terms/",
"text": "Service Terms",
"html": "<a href=\"https://tealium.com/terms/\" target>Service Terms</a>"
},
{
"href": "https://tealium.com/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"https://tealium.com/terms-of-use/\" target>Terms of Use</a>"
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
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: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 15,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"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.
4 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, publisher.
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": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-04-28T19:48:46+00:00",
"2026-06-08T23:48:09+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "#",
"text": "Company",
"html": "<a href=\"#\" target>Company</a>"
},
{
"href": "https://tealium.com/company/",
"text": "About Us",
"html": "<a class href=\"https://tealium.com/company/\" target> <span>About Us</span> <span></span> </a>"
},
{
"href": "https://tealium.com/company/leadership/",
"text": "Leadership",
"html": "<a class href=\"https://tealium.com/company/leadership/\" target> <span>Leadership</span> <span></span> </a>"
},
{
"href": "https://www.linkedin.com/company/tealium/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/tealium/\" target=\"_blank\" rel=\"nofollow\"> <div class=\"icon\"> <img class=\"lazy \" src=\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0naHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmcnIHdpZHRoPScxNicgaGVpZ2h0PScxNic+PHJlY3Qgd2lkdGg9JzEwMCUnIGhlaWdodD0nMTAwJScgZmlsbD0nbm9uZScvPjwvc3ZnPg==\" style data-src=\"https://tealium.com/wp-content/themes/Jupiter-child/jasper/assets/svg/linkedin_icon.svg\" alt=\"LinkedIn - Tealium\" width=\"16\" height=\"16\"> </div> </a>"
},
{
"href": "https://www.linkedin.com/company/tealium/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/tealium/\" target=\"_blank\" rel=\"nofollow\"> <div class=\"icon\"> <img class=\"lazy \" src=\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0naHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmcnIHdpZHRoPScxNicgaGVpZ2h0PScxNic+PHJlY3Qgd2lkdGg9JzEwMCUnIGhlaWdodD0nMTAwJScgZmlsbD0nbm9uZScvPjwvc3ZnPg==\" style data-src=\"https://tealium.com/wp-content/themes/Jupiter-child/jasper/assets/svg/linkedin_icon.svg\" alt=\"LinkedIn - Tealium\" width=\"16\" height=\"16\"> </div> </a>"
},
{
"href": "https://tealium.com/company/",
"text": "About Us",
"html": "<a href=\"https://tealium.com/company/\" target>About Us</a>"
},
{
"href": "https://tealium.com/company/leadership/",
"text": "Leadership",
"html": "<a href=\"https://tealium.com/company/leadership/\" target>Leadership</a>"
}
],
"contactLinks": [
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://tealium.com/contact/\">Contact Us</a>"
},
{
"href": "https://tealium.com/tealiums-industry-solutions/",
"text": "View all Industries Explore all our industries and see how we can help your business thrive.",
"html": "<a class href=\"https://tealium.com/tealiums-industry-solutions/\" target> <span>View all Industries</span> <span>Explore all our industries and see how we can help your business thrive.</span> </a>"
},
{
"href": "https://tealium.com/customer-support-packages/",
"text": "Support Overview",
"html": "<a class href=\"https://tealium.com/customer-support-packages/\" target> <span>Support Overview</span> <span></span> </a>"
},
{
"href": "https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..",
"text": "Support Desk",
"html": "<a class href=\"https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..\" target=\"_blank\"> <span>Support Desk</span> <span></span> </a>"
},
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a class href=\"https://tealium.com/contact/\" target> <span>Contact Us</span> <span></span> </a>"
},
{
"href": "https://tealium.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://tealium.com/contact/\" target>Contact Us</a>"
},
{
"href": "https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..",
"text": "Tealium Support Desk",
"html": "<a href=\"https://my.tealiumiq.com/?_gl=1*1w1wg8i*_gcl_aw*R0NMLjE2MjA3NjE4NzQuQ2p3S0NBancxdWlFQmhCekVpd0FPOUJfSFotVXp5NkFiNEtaSm4yVDJaOWlEQ0NzdXNPYjdqZFhJa3pyanVjUTNTSHI0a3FxbWg1NXdSb0NRNzhRQXZEX0J3RQ..\" target=\"_blank\">Tealium Support Desk</a>"
}
],
"privacyLinks": [
{
"href": "https://tealium.com/solutions-data-collection-privacy/",
"text": "Data Collection & Privacy Place privacy and consent at the core to build trusted customer experiences.",
"html": "<a class href=\"https://tealium.com/solutions-data-collection-privacy/\" target> <span>Data Collection & Privacy</span> <span>Place privacy and consent at the core to build trusted customer experiences.</span> </a>"
},
{
"href": "https://tealium.com/terms-of-use",
"text": "Terms of Use",
"html": "<a href=\"https://tealium.com/terms-of-use\">Terms of Use</a>"
},
{
"href": "https://tealium.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"https://tealium.com/privacy-policy\">Privacy Policy</a>"
},
{
"href": "https://tealium.com/solutions-data-collection-privacy/",
"text": "Data Collection & Privacy",
"html": "<a href=\"https://tealium.com/solutions-data-collection-privacy/\" target>Data Collection & Privacy</a>"
},
{
"href": "https://tealium.com/privacy/",
"text": "Privacy at Tealium",
"html": "<a href=\"https://tealium.com/privacy/\" target>Privacy at Tealium</a>"
},
{
"href": "https://tealium.com/preferences/",
"text": "Privacy Settings",
"html": "<a href=\"https://tealium.com/preferences/\" target>Privacy Settings</a>"
},
{
"href": "https://tealium.com/terms/",
"text": "Service Terms",
"html": "<a href=\"https://tealium.com/terms/\" target>Service Terms</a>"
},
{
"href": "https://tealium.com/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"https://tealium.com/terms-of-use/\" target>Terms of Use</a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
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: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 1,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 88/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 88/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: platform, trusted.
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
88/100
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 88/100 and needs improvement.
Evidence
{
"title": "Customer Data Platform | Trusted Data for AI - Tealium",
"h1": "Trusted Data for AI",
"description": "Discover Tealium's cutting-edge products designed to revolutionize your data strategy. Explore our suite of tools for data integration, management, and analytics to optimize customer experiences and drive digital transformation. See how our solutions can elevate your business's data capabilities.",
"topicOverlap": 0.6,
"topicTerms": [
"customer",
"data",
"platform",
"trusted",
"tealium"
],
"descriptionTerms": [
"discover",
"tealium",
"cutting",
"edge",
"products",
"designed",
"revolutionize",
"data",
"strategy",
"explore",
"suite",
"tools",
"integration",
"management",
"analytics",
"optimize",
"customer",
"experiences",
"drive"
],
"missingFromDescription": [
"platform",
"trusted"
],
"score": 88,
"weight": 28
}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
37 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": 37,
"passing": 0,
"failing": [
{
"heading": "One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"headingHtml": "<h2 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".2s\" data-swap style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Billions of Events Orchestrated Daily.",
"headingHtml": "<h2>Billions of Events <span style=\"color:#006D80;\">Orchestrated</span> Daily. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"headingHtml": "<h2 class=\"f_opensans s_22 w_600 wow fadeIn\" data-wow-delay=\".0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Databricks Data + AI Summit 2026 - June 15-18, 2026<br> San Francisco, CA</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Every Company Wants an AI Strategy.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Every Company Wants an <span style=\"color:#006D80;\">AI Strategy. </span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Most Are Still Fixing Their Customer Data Strategy.",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Most Are Still Fixing Their Customer Data Strategy.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Tealium Is the Platform Where Customer Data Becomes Action",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Tealium Is the Platform Where Customer Data Becomes Action</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "One Platform. Every Customer Decision.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Platform. <span style=\"color:#68D8D5;\">Every Customer Decision.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Collect Trusted Data Everywhere",
"headingHtml": "<h3 class=\"f_opensans s_29\">Collect Trusted Data Everywhere </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unify Identity and Profiles",
"headingHtml": "<h3 class=\"f_opensans s_29\">Unify Identity and Profiles</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Orchestrate Decisions in Real Time",
"headingHtml": "<h3 class=\"f_opensans s_29\">Orchestrate Decisions in Real Time </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate From the Cloud or in the Moment",
"headingHtml": "<h3 class=\"f_opensans s_29\">Activate From the Cloud or in the Moment </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Power AI With Governed Context",
"headingHtml": "<h3 class=\"f_opensans s_29\">Power AI With Governed Context </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Enforce Consent Across Every Data Path",
"headingHtml": "<h3 class=\"f_opensans s_29\">Enforce Consent Across Every Data Path </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your Models Are Only As Good As Your Data Pipeline.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Your Models Are Only As Good<br> As Your <span style=\"color:#006D80;\">Data Pipeline.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Feed Models With Governed Context",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Feed Models With Governed Context </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Classify Behavior in the Stream",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Classify Behavior in the Stream </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate What Models Return",
"headingHtml": "<h3 class=\"f_opensans s_20 w_600\">Activate What Models Return </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "One Customer Data Foundation. Built for the Entire Organization.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Customer Data Foundation. <br> <span style=\"color:#68D8D5;\">Built for the Entire Organization.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ship Models, Not Pipelines",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Ship Models, Not Pipelines <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate the Moment Intent Is Highest",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Activate the Moment Intent Is Highest <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Governed Pipelines and Clean Warehouse Feeds",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Governed Pipelines and Clean Warehouse Feeds </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Consent Enforced Structurally, Not Bolted On",
"headingHtml": "<h3 class=\"f_opensans s_24 w_700 entry-heading\">Consent Enforced Structurally, Not Bolted On</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built for Enterprises. Proven by Results.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Built for Enterprises. <span style=\"color:#006D80;\">Proven by Results.</span><br> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "22%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">22%</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Spark New ZealandSnowflake, and Spark's decisioning engine. Trigger to decision to activation in real-time.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Spark New Zealand<br>Snowflake, and Spark's decisioning engine. Trigger to decision to activation in real-time.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "54%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">54% </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal & General Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Legal & General <br>Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "57%",
"headingHtml": "<h2 class=\"f_opensans s_125 w_700\">57% </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Iberia Unified CRM, transactional, and behavioral data into one customer view. 12% sales lift from retargeting flows.",
"headingHtml": "<h3 class=\"f_manrope s_24 w_400\">Iberia <br>Unified CRM, transactional, and behavioral data into one customer view. 12% sales lift from retargeting flows. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connected to the Tools Your Teams Already Use.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Connected to the Tools<br> <span style=\"color:#006D80;\">Your Teams Already Use.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "1,300+ pre-built integrations across AI services, advertising, email, messaging, analytics, CRM, data clouds, personalization, and more.",
"headingHtml": "<h3 class=\"text-accent f_manrope s_18 w_400 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">1,300+ pre-built integrations across AI services, advertising, email, messaging, analytics, CRM, data clouds, personalization, and more. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Resource.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Featured <span style=\"color:#68D8D5;\">Resource.</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Rise of the Customer Data Strategist",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">The Rise of the Customer Data Strategist<br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Have Questions? Meet Truman.",
"headingHtml": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Have Questions? <span style=\"color:#006D80;\">Meet Truman.</span><br> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Meet Truman.",
"headingHtml": "<h3 class=\"f_opensans s_32 w_600\">Meet Truman.<br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See the Platform in Action",
"headingHtml": "<h2 class=\"f_opensans s_48 w_600 wow fadeIn\" data-wow-delay=\".2s\" style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">See the Platform in Action </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Walk through a live customer-data-to-decision-to-activation flow on your own stack with a Tealium architect.",
"headingHtml": "<h3 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".3s\" data-swap style=\"visibility: hidden; animation-delay: 0.3s; animation-name: none;\">Walk through a live customer-data-to-decision-to-activation flow on your own stack with a Tealium architect. <br> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
7 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 75/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width,initial-scale=1",
"visibleWords": 1438,
"htmlBytes": 111056,
"imagesMissingDimensions": [
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2026/04/homepage-graphic-3.gif",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://wpmedia.tealium.com/wp-content/uploads/2026/04/homepage-graphic-3.gif\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2024/10/databricks_logo-1.png",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2024/10/databricks_logo-1.png\" alt=\"Databricks\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2024/10/amazon-logo-1-1.png",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2024/10/amazon-logo-1-1.png\" alt=\"Amazon\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2024/10/Braze_Primary_logo_BLACK-1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2024/10/Braze_Primary_logo_BLACK-1.svg\" alt=\"Braze\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2025/07/snowflake-global-logo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2025/07/snowflake-global-logo.png\" alt=\"Snowflake\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2021/06/adobe.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2021/06/adobe.svg\" alt=\"Adobe\">"
},
{
"src": "https://wpmedia.tealium.com/wp-content/uploads/2024/04/quantum-metric-logo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://wpmedia.tealium.com/wp-content/uploads/2024/04/quantum-metric-logo.png\" alt=\"Quantum Metric\">"
}
],
"possibleDialogs": [
"<div class=\"modalbar\"> <div class=\"title\"></div> <div class=\"close\"> <svg fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 17 18\"><path d=\"m4.243 13.243 8.485-8.486M12.728 13.243 4.243 4.757\" stroke=\"currentColor\"/></svg> </div> </div>"
],
"score": 75,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
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: what, how, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"html": "<h2 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".2s\" data-swap style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.</h2>"
},
{
"text": "Billions of Events Orchestrated Daily.",
"html": "<h2>Billions of Events <span style=\"color:#006D80;\">Orchestrated</span> Daily. </h2>"
},
{
"text": "Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"html": "<h2 class=\"f_opensans s_22 w_600 wow fadeIn\" data-wow-delay=\".0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Databricks Data + AI Summit 2026 - June 15-18, 2026<br> San Francisco, CA</h2>"
},
{
"text": "Every Company Wants an AI Strategy.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Every Company Wants an <span style=\"color:#006D80;\">AI Strategy. </span></h2>"
},
{
"text": "One Platform. Every Customer Decision.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Platform. <span style=\"color:#68D8D5;\">Every Customer Decision.</span></h2>"
},
{
"text": "Your Models Are Only As Good As Your Data Pipeline.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Your Models Are Only As Good<br> As Your <span style=\"color:#006D80;\">Data Pipeline.</span></h2>"
},
{
"text": "One Customer Data Foundation. Built for the Entire Organization.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Customer Data Foundation. <br> <span style=\"color:#68D8D5;\">Built for the Entire Organization.</span></h2>"
},
{
"text": "Built for Enterprises. Proven by Results.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Built for Enterprises. <span style=\"color:#006D80;\">Proven by Results.</span><br> </h2>"
},
{
"text": "22%",
"html": "<h2 class=\"f_opensans s_125 w_700\">22%</h2>"
},
{
"text": "54%",
"html": "<h2 class=\"f_opensans s_125 w_700\">54% </h2>"
},
{
"text": "57%",
"html": "<h2 class=\"f_opensans s_125 w_700\">57% </h2>"
},
{
"text": "Connected to the Tools Your Teams Already Use.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Connected to the Tools<br> <span style=\"color:#006D80;\">Your Teams Already Use.</span></h2>"
},
{
"text": "Featured Resource.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Featured <span style=\"color:#68D8D5;\">Resource.</span></h2>"
},
{
"text": "Have Questions? Meet Truman.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Have Questions? <span style=\"color:#006D80;\">Meet Truman.</span><br> </h2>"
},
{
"text": "See the Platform in Action",
"html": "<h2 class=\"f_opensans s_48 w_600 wow fadeIn\" data-wow-delay=\".2s\" style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">See the Platform in Action </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Customer Data Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does Customer Data Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Customer Data Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Customer Data Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Customer Data Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Customer Data Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does Customer Data Platform work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Customer Data Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Customer Data Platform 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": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/api/context",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/context",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"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: what, how, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"html": "<h2 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".2s\" data-swap style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.</h2>"
},
{
"text": "Billions of Events Orchestrated Daily.",
"html": "<h2>Billions of Events <span style=\"color:#006D80;\">Orchestrated</span> Daily. </h2>"
},
{
"text": "Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"html": "<h2 class=\"f_opensans s_22 w_600 wow fadeIn\" data-wow-delay=\".0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Databricks Data + AI Summit 2026 - June 15-18, 2026<br> San Francisco, CA</h2>"
},
{
"text": "Every Company Wants an AI Strategy.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Every Company Wants an <span style=\"color:#006D80;\">AI Strategy. </span></h2>"
},
{
"text": "One Platform. Every Customer Decision.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Platform. <span style=\"color:#68D8D5;\">Every Customer Decision.</span></h2>"
},
{
"text": "Your Models Are Only As Good As Your Data Pipeline.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Your Models Are Only As Good<br> As Your <span style=\"color:#006D80;\">Data Pipeline.</span></h2>"
},
{
"text": "One Customer Data Foundation. Built for the Entire Organization.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Customer Data Foundation. <br> <span style=\"color:#68D8D5;\">Built for the Entire Organization.</span></h2>"
},
{
"text": "Built for Enterprises. Proven by Results.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Built for Enterprises. <span style=\"color:#006D80;\">Proven by Results.</span><br> </h2>"
},
{
"text": "22%",
"html": "<h2 class=\"f_opensans s_125 w_700\">22%</h2>"
},
{
"text": "54%",
"html": "<h2 class=\"f_opensans s_125 w_700\">54% </h2>"
},
{
"text": "57%",
"html": "<h2 class=\"f_opensans s_125 w_700\">57% </h2>"
},
{
"text": "Connected to the Tools Your Teams Already Use.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Connected to the Tools<br> <span style=\"color:#006D80;\">Your Teams Already Use.</span></h2>"
},
{
"text": "Featured Resource.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Featured <span style=\"color:#68D8D5;\">Resource.</span></h2>"
},
{
"text": "Have Questions? Meet Truman.",
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Have Questions? <span style=\"color:#006D80;\">Meet Truman.</span><br> </h2>"
},
{
"text": "See the Platform in Action",
"html": "<h2 class=\"f_opensans s_48 w_600 wow fadeIn\" data-wow-delay=\".2s\" style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">See the Platform in Action </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Customer Data Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does Customer Data Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Customer Data Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Customer Data Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Customer Data Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Customer Data Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does Customer Data Platform work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Customer Data Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Customer Data Platform compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 403,
"contentType": "text/html",
"length": 919,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 902,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"//W3C//DTD",
"//EN",
"http://www.w3.org/TR/html4/loose.dtd\">",
"/html;",
"/TITLE",
"/HEAD",
"/H1",
"/H2",
"/PRE",
"/ADDRESS"
],
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 403,
"contentType": "text/html",
"length": 919,
"text": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (CloudFront)\nRequest ID: W0FrD-Alb95acJGr52N6szhafFaXirTJQJ_J0B5zBq67mpY5jgRIHg==\n</PRE>\n<ADDRESS>\n</ADDRESS>\n</BODY></HTML>"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 403,
"contentType": "text/html",
"length": 919,
"text": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (CloudFront)\nRequest ID: o1AXDnlvp3filmB9N_zjYDh4xiS1SQQPzu7Ra3pRC4n8ivVAq3uF7Q==\n</PRE>\n<ADDRESS>\n</ADDRESS>\n</BODY></HTML>"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
15 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
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: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 15,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.",
"isQuestion": false,
"html": "<h2 class=\"blurb f_opensans s_20 w_400 wow fadeIn\" data-wow-delay=\".2s\" data-swap style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">One platform for collecting, unifying, and activating customer data in real time. Built for CDP. Built for AI. Built for whatever comes next.</h2>"
},
{
"index": 2,
"text": "Billions of Events Orchestrated Daily.",
"isQuestion": false,
"html": "<h2>Billions of Events <span style=\"color:#006D80;\">Orchestrated</span> Daily. </h2>"
},
{
"index": 3,
"text": "Databricks Data + AI Summit 2026 - June 15-18, 2026 San Francisco, CA",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_22 w_600 wow fadeIn\" data-wow-delay=\".0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Databricks Data + AI Summit 2026 - June 15-18, 2026<br> San Francisco, CA</h2>"
},
{
"index": 4,
"text": "Every Company Wants an AI Strategy.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Every Company Wants an <span style=\"color:#006D80;\">AI Strategy. </span></h2>"
},
{
"index": 5,
"text": "One Platform. Every Customer Decision.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Platform. <span style=\"color:#68D8D5;\">Every Customer Decision.</span></h2>"
},
{
"index": 6,
"text": "Your Models Are Only As Good As Your Data Pipeline.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Your Models Are Only As Good<br> As Your <span style=\"color:#006D80;\">Data Pipeline.</span></h2>"
},
{
"index": 7,
"text": "One Customer Data Foundation. Built for the Entire Organization.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">One Customer Data Foundation. <br> <span style=\"color:#68D8D5;\">Built for the Entire Organization.</span></h2>"
},
{
"index": 8,
"text": "Built for Enterprises. Proven by Results.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Built for Enterprises. <span style=\"color:#006D80;\">Proven by Results.</span><br> </h2>"
},
{
"index": 9,
"text": "22%",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_125 w_700\">22%</h2>"
},
{
"index": 10,
"text": "54%",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_125 w_700\">54% </h2>"
},
{
"index": 11,
"text": "57%",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_125 w_700\">57% </h2>"
},
{
"index": 12,
"text": "Connected to the Tools Your Teams Already Use.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Connected to the Tools<br> <span style=\"color:#006D80;\">Your Teams Already Use.</span></h2>"
},
{
"index": 13,
"text": "Featured Resource.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Featured <span style=\"color:#68D8D5;\">Resource.</span></h2>"
},
{
"index": 14,
"text": "Have Questions? Meet Truman.",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_40 w_600 wow fadeIn\" data-wow-delay=\"0s\" style=\"visibility: hidden; animation-delay: 0s; animation-name: none;\">Have Questions? <span style=\"color:#006D80;\">Meet Truman.</span><br> </h2>"
},
{
"index": 15,
"text": "See the Platform in Action",
"isQuestion": false,
"html": "<h2 class=\"f_opensans s_48 w_600 wow fadeIn\" data-wow-delay=\".2s\" style=\"visibility: hidden; animation-delay: 0.2s; animation-name: none;\">See the Platform in Action </h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 403,
"contentType": "text/html",
"length": 919
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 403,
"contentType": "text/html",
"length": 919
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 403,
"contentType": "text/html"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01 Transitional//EN\" \"http://www.w3.org/TR/html4/loose.dtd\">\n<HTML><HEAD><META HTTP-EQUIV=\"Content-Type\" CONTENT=\"text/html; charset=iso-8859-1\">\n<TITLE>ERROR: The request could not be satisfied</TITLE>\n</HEAD><BODY>\n<H1>403 ERROR</H1>\n<H2>The request could not be satisfied.</H2>\n<HR noshade size=\"1px\">\nRequest blocked.\nWe can't connect to the server for this app or website at this time. There might be too much traffic or a configuration error. Try again later, or contact the app or website owner.\n<BR clear=\"all\">\nIf you provide content to customers through CloudFront, you can find steps to troubleshoot and help prevent this error by reviewing the CloudFront documentation.\n<BR clear=\"all\">\n<HR noshade size=\"1px\">\n<PRE>\nGenerated by cloudfront (Clou"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://tealium.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://tealium.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://tealium.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://tealium.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 335Â 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 335Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
20 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
Check name
LCP request discovery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading
References
https://web.dev/learn/performance/Evidence
{
"description": "[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading"
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 19Â KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 19Â KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 119Â KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 119Â KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 40
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 337Â KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 337Â KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Fix with MCP or CLI
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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 |
|---|---|---|---|
| 62/100 | Level 3, Bot-Aware | Current report |