Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 49 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 100 out of 100
- Performance and Accessibility 99 out of 100
What AI sees of your website

RudderStack | The Agentic Customer Data Platform
RudderStack brings agentic power to the entire customer data lifecycle. Collect, unify, active, and govern your data from one warehouse-native platform.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 49 | Priority fix | 11 | 13 | 0 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 67 | Needs work | 6 | 5 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 78 | Mostly ready | 8 | 2 | 8 | View details |
| GEO Readiness | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| AIO Readiness | 77 | Mostly ready | 2 | 1 | 4 | View details |
| AEO Readiness | 66 | Needs work | 2 | 1 | 4 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 99 | Strong | 24 | 0 | 1 | |
| Performance | 98 | Strong | 17 | 0 | 1 | |
| Accessibility | 100 | Strong | 7 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
33 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
50 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"BreadcrumbList",
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
50 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
"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": 126608,
"excerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" lang=\"en\" data-brand-theme=\"light\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/fonts/new/De",
"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 UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content=\"width=device-width,initial-scale=1,shrink-to-fit=no\"><meta name=generator content=\"Hugo 0.112.0\"><meta name=robots content=\"index, follow\"><link rel=icon type=image/svg+xml id=rs-favicon-svg href=/docs/favicons/favicon-light.svg data-href-light=/docs/favicons/favicon-light.svg data-href-dark=/docs/favicons/favicon-dark.svg><link rel=\"shortcut icon\" id=rs-favicon-shortcut href=/docs/favicons/favicon.ico data-href-light=/docs/favicons/favicon.ico data-href-dark=/docs/favicons/favicon-dark.ico><link rel=apple-touch-icon href=/docs/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png id=rs-favicon-16 sizes=16x16 href=/docs/fav"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590964
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590925
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590871
}
]
},
"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".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590864
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590871
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590964
}
]
},
"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 DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 591014
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590883
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590876
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590864
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590942
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590917
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590892
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590933
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590909
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590879
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590872
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590883
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590876
}
]
},
"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": "www.rudderstack.com",
"probes": [
{
"name": "_index._agents.www.rudderstack.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.rudderstack.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.rudderstack.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "rudderstack.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."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.linkedin.com/company/rudderstack",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/rudderstack\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-brand-primary-500 transition-colors hover:text-brand-primary-300\" aria-label=\"Social link\"><div class=\"inline-flex items-center justify-center flex-shrink-0 p-0 [&_svg]:h-6 [&_svg]:w-6 [&_img]:h-6 [&_img]:w-6 w-6 h-fit\" style=\"--icon-color:var(--color-brand-primary-475)\"></div></a>"
},
{
"href": "https://www.linkedin.com/company/rudderstack",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/rudderstack\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-brand-primary-500 transition-colors hover:text-brand-primary-300\" aria-label=\"Social link\"><div class=\"inline-flex items-center justify-center flex-shrink-0 p-0 [&_svg]:h-6 [&_svg]:w-6 [&_img]:h-6 [&_img]:w-6 w-6 h-fit\" style=\"--icon-color:var(--color-brand-primary-475)\"></div></a>"
},
{
"href": "/about/",
"text": "About",
"html": "<a href=\"/about/\" class=\"transition-colors hover:text-brand-primary-500\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact us",
"html": "<a href=\"/contact/\" class=\"transition-colors hover:text-brand-primary-500\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy policy",
"html": "<a href=\"/privacy-policy/\" class=\"transition-colors hover:text-brand-primary-500\">Privacy policy</a>"
},
{
"href": "/master-service-agreement/",
"text": "Terms of service",
"html": "<a href=\"/master-service-agreement/\" class=\"transition-colors hover:text-brand-primary-500\">Terms of service</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.linkedin.com/company/rudderstack",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/rudderstack\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-brand-primary-500 transition-colors hover:text-brand-primary-300\" aria-label=\"Social link\"><div class=\"inline-flex items-center justify-center flex-shrink-0 p-0 [&_svg]:h-6 [&_svg]:w-6 [&_img]:h-6 [&_img]:w-6 w-6 h-fit\" style=\"--icon-color:var(--color-brand-primary-475)\"></div></a>"
},
{
"href": "https://www.linkedin.com/company/rudderstack",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/rudderstack\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"text-brand-primary-500 transition-colors hover:text-brand-primary-300\" aria-label=\"Social link\"><div class=\"inline-flex items-center justify-center flex-shrink-0 p-0 [&_svg]:h-6 [&_svg]:w-6 [&_img]:h-6 [&_img]:w-6 w-6 h-fit\" style=\"--icon-color:var(--color-brand-primary-475)\"></div></a>"
},
{
"href": "/about/",
"text": "About",
"html": "<a href=\"/about/\" class=\"transition-colors hover:text-brand-primary-500\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact us",
"html": "<a href=\"/contact/\" class=\"transition-colors hover:text-brand-primary-500\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy policy",
"html": "<a href=\"/privacy-policy/\" class=\"transition-colors hover:text-brand-primary-500\">Privacy policy</a>"
},
{
"href": "/master-service-agreement/",
"text": "Terms of service",
"html": "<a href=\"/master-service-agreement/\" class=\"transition-colors hover:text-brand-primary-500\">Terms of service</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Agentic, from end to end",
"headingHtml": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\"><span class=\"m-0 block whitespace-pre-line\"><span class=\"text-brand-primary-500\">Agentic,</span> from end to end</span></h2>",
"firstParagraph": "Agentic platform control",
"paragraphHtml": "<p data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"P\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal\">Agentic platform control</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Agent-ready infrastructure",
"headingHtml": "<h2 data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal\">Agent-ready infrastructure</h2>",
"firstParagraph": "Our CLI, MCP, and APIs give agents access across the platform, so you can build custom agents and applications with your AI tools of choice. All on top of reliable infrastructure with built in guardrails.",
"paragraphHtml": "<p class=\"mt-0 mb-0 text-[18px] leading-[28px] text-brand-primary-800 max-w-145\">Our CLI, MCP, and APIs give agents access across the platform, so you can build custom agents and applications with your AI tools of choice. All on top of reliable infrastructure with built in guardrails.</p>",
"words": 35,
"direct": false,
"issue": "First paragraph is 35 words and does not look like a concise direct answer."
},
{
"heading": "Central command for the customer data lifecycle",
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"words": 42,
"direct": false,
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{
"heading": "Activate customer context with natural language",
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"firstParagraph": "Stream consistent, governed data from every source directly to your ad platforms, customer engagement platform, CRM, product analytics tools, and your data warehouse with 200+ real-time destination integrations. Self serve audiences from the rich customer data in your warehouse with an AI native chat experience or i...",
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"words": 56,
"direct": false,
"issue": "First paragraph is 56 words and does not look like a concise direct answer."
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"heading": "Trust your data and your agents",
"headingHtml": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Trust your data and your agents </h2>",
"firstParagraph": "Enforce data quality and compliance before data gets downstream, so every team and every agent gets activation ready data. Integrated tools for schema management, event validation, consent automation, and PII handling help you build data trust and meet complex regulatory requirements with streamlined workflows.",
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"words": 44,
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"heading": "Integrations for every tool in your stack",
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"words": 36,
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"heading": "We don’t store your data",
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"firstParagraph": "Fundamentally privacy friendly. Deliberately compliant.",
"paragraphHtml": "<p class=\"mb-0 text-[18px] leading-[28px] text-brand-primary-850 mt-2 opacity-50 w-fit\">Fundamentally privacy friendly. Deliberately compliant.</p>",
"words": 5,
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"issue": "First paragraph is 5 words and does not look like a concise direct answer."
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"heading": "Get started",
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"firstParagraph": "Bring agentic power to your customer data stack today.",
"paragraphHtml": "<p class=\"mt-0 text-[18px] leading-[28px] font-normal text-brand-primary-800 tablet:mb-8 mb-5 text-balance\">Bring agentic power to your customer data stack today.</p>",
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"words": 0,
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"issue": "No paragraph follows this heading."
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{
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"words": 0,
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"issue": "No paragraph follows this heading."
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"heading": "Read our documentation",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xxs\" data-heading-tag=\"H3\" class=\"font-display text-[18px] leading-[20px] tablet:text-[18px] tablet:leading-[28px] text-brand-primary-900 font-medium mb-4 mt-12\">Read our documentation</h3>",
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{
"heading": "Resources",
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"firstParagraph": "",
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"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xs\" data-heading-tag=\"H3\" class=\"mt-0 font-display text-[20px] leading-[28px] tablet:text-[28px] tablet:leading-[36px] text-brand-primary-900 font-medium mb-4 tablet:hidden\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the conversation",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xxs\" data-heading-tag=\"H3\" class=\"font-display text-[18px] leading-[20px] tablet:text-[18px] tablet:leading-[28px] text-brand-primary-900 font-medium mb-4 mt-12\">Join the conversation</h3>",
"firstParagraph": "© RudderStack Inc.",
"paragraphHtml": "<p class=\"text-brand-primary-850! text-center text-sm font-normal!\">© RudderStack Inc.</p>",
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"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
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
18 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
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": 10,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Agentic, from end to end",
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"firstParagraph": "Agentic platform control",
"paragraphHtml": "<p data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"P\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal\">Agentic platform control</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Agent-ready infrastructure",
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"firstParagraph": "Our CLI, MCP, and APIs give agents access across the platform, so you can build custom agents and applications with your AI tools of choice. All on top of reliable infrastructure with built in guardrails.",
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"issue": "First paragraph is 35 words and does not look like a concise direct answer."
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{
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"issue": "First paragraph is 24 words and does not look like a concise direct answer."
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{
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"issue": "First paragraph is 45 words and does not look like a concise direct answer."
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"issue": "First paragraph is 42 words and does not look like a concise direct answer."
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"heading": "Trust your data and your agents",
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"firstParagraph": "Enforce data quality and compliance before data gets downstream, so every team and every agent gets activation ready data. Integrated tools for schema management, event validation, consent automation, and PII handling help you build data trust and meet complex regulatory requirements with streamlined workflows.",
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"direct": false,
"issue": "First paragraph is 44 words and does not look like a concise direct answer."
},
{
"heading": "Integrations for every tool in your stack",
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"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "We don’t store your data",
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"firstParagraph": "Fundamentally privacy friendly. Deliberately compliant.",
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"issue": "First paragraph is 5 words and does not look like a concise direct answer."
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{
"heading": "Get started",
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"firstParagraph": "Bring agentic power to your customer data stack today.",
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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"firstParagraph": "",
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"issue": "No paragraph follows this heading."
},
{
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
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"paragraphHtml": "",
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"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xxs\" data-heading-tag=\"H3\" class=\"mt-0 font-display text-[18px] leading-[20px] tablet:text-[18px] tablet:leading-[28px] text-brand-primary-900 font-medium mb-4 hidden tablet:block\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xs\" data-heading-tag=\"H3\" class=\"mt-0 font-display text-[20px] leading-[28px] tablet:text-[28px] tablet:leading-[36px] text-brand-primary-900 font-medium mb-4 tablet:hidden\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the conversation",
"headingHtml": "<h3 data-weight=\"medium\" data-size=\"xxs\" data-heading-tag=\"H3\" class=\"font-display text-[18px] leading-[20px] tablet:text-[18px] tablet:leading-[28px] text-brand-primary-900 font-medium mb-4 mt-12\">Join the conversation</h3>",
"firstParagraph": "© RudderStack Inc.",
"paragraphHtml": "<p class=\"text-brand-primary-850! text-center text-sm font-normal!\">© RudderStack Inc.</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 85/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
3 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
85/100
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 85/100 and needs improvement.
Evidence
{
"schemaCount": 2,
"checkedFields": [
{
"path": "$[0].name",
"value": "RudderStack"
},
{
"path": "$[0].description",
"value": "RudderStack is the warehouse-native Customer Data Platform built for data teams. It combines enterprise-grade customer data infrastructure with flexible tools to collect, transform, and deliver real-time customer event data — enabling smarter AI/ML, optimized marketing spend, and better customer experiences."
},
{
"path": "$[0].founder.name",
"value": "Soumyadeb Mitra"
},
{
"path": "$[0].hasOfferCatalog.name",
"value": "RudderStack Products"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[0].name",
"value": "Event Stream"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[0].description",
"value": "High-performance SDKs for real-time customer event collection from web, mobile, and server-side sources."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[1].name",
"value": "Profiles (Customer 360)"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[1].description",
"value": "Build unified customer profiles directly in your data cloud using all available customer data."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[2].name",
"value": "Reverse ETL"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[2].description",
"value": "Sync enriched customer data from your data warehouse to every downstream business tool in real time."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[3].name",
"value": "Transformations"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[3].description",
"value": "Code-based data transformations to enrich, filter, and route events in pipeline."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[4].name",
"value": "Data Quality Toolkit"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[4].description",
"value": "Schema management and event validation tools to enforce data quality before data reaches downstream systems."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[5].name",
"value": "Data Compliance Toolkit"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[5].description",
"value": "Automated consent flows and PII handling to meet GDPR, HIPAA, and other regulatory requirements."
},
{
"path": "$[0].hasOfferCatalog.itemListElement[6].name",
"value": "Customer Data Platform"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[6].description",
"value": "Warehouse-native CDP combining data collection, identity resolution, and activation in a single platform."
},
{
"path": "$[0].subjectOf.name",
"value": "RudderStack"
},
{
"path": "$[1].itemListElement[0].name",
"value": "Home"
}
],
"mismatches": [
{
"path": "$[0].founder.name",
"value": "Soumyadeb Mitra"
},
{
"path": "$[0].hasOfferCatalog.itemListElement[5].description",
"value": "Automated consent flows and PII handling to meet GDPR, HIPAA, and other regulatory requirements."
},
{
"path": "$[1].itemListElement[0].name",
"value": "Home"
}
],
"score": 85,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, 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": "Agentic, from end to end",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\"><span class=\"m-0 block whitespace-pre-line\"><span class=\"text-brand-primary-500\">Agentic,</span> from end to end</span></h2>"
},
{
"text": "Agent-ready infrastructure",
"html": "<h2 data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal\">Agent-ready infrastructure</h2>"
},
{
"text": "Central command for the customer data lifecycle",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\"><span class=\"m-0 block whitespace-pre-line\"><span class=\"text-brand-primary-500\">Central command </span>for the customer data lifecycle</span></h2>"
},
{
"text": "Capture clean data with intelligent tracking",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Capture clean data with intelligent tracking</h2>"
},
{
"text": "Build a customer 360 with agents",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Build a customer 360 with agents</h2>"
},
{
"text": "Activate customer context with natural language",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Activate customer context with natural language</h2>"
},
{
"text": "Trust your data and your agents",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Trust your data and your agents </h2>"
},
{
"text": "Integrations for every tool in your stack",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Integrations for every tool in your stack</h2>"
},
{
"text": "We don’t store your data",
"html": "<h2 data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal w-fit\">We don’t store your data</h2>"
},
{
"text": "Get started",
"html": "<h2 data-weight=\"regular\" data-size=\"xl\" data-heading-tag=\"H2\" class=\"mt-0 font-display text-[32px] leading-[32px] tablet:text-[58px] tablet:leading-[64px] text-white font-normal mx-auto mb-6 max-w-[704px] text-balance\"><span class=\"m-0 block whitespace-pre-line\">Get started</span></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is RudderStack?",
"pattern": {}
},
{
"id": "how",
"label": "How does RudderStack work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use RudderStack?",
"pattern": {}
},
{
"id": "cost",
"label": "Is RudderStack free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does RudderStack compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is RudderStack?",
"pattern": {}
},
{
"id": "how",
"label": "How does RudderStack work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use RudderStack?",
"pattern": {}
},
{
"id": "cost",
"label": "Is RudderStack free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does RudderStack compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
54 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1286,
"htmlBytes": 1284913,
"imagesMissingDimensions": [
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F697bfee0d9c97e8b35c8fd3c714ea76b4c898589-1068x268.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Agent-ready infrastructure image\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 900px) 80vw, 472px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F697bfee0d9c97e8b35c8fd3c714ea76b4c898589-1068x268.png&w=640&q=75 640w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt..."
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"VSCO logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left brightness-0 invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"88px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc0f1c1caa9ee8bbbb820acb30a64088280e22b2d-118x56.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc0f1c1caa9ee8bbbb..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb9d7a39d2b4a1d8fb35e96edbcaec59c6f97b89a-82x82.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"JS\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"48px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb9d7a39d2b4a1d8fb35e96edbcaec59c6f97b89a-82x82.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb9d7a39d2b4a1d8fb35e96edbcaec59c6f97b89a-82..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb04dafbb2e9ced5a1239780c400b6e347aae914b-63x77.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"iOS\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"48px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb04dafbb2e9ced5a1239780c400b6e347aae914b-63x77.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fb04dafbb2e9ced5a1239780c400b6e347aae914b-6..."
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Android\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"48px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F35cab7768838661b8dcc9398a8ffea034c87f50c-80x80.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F35cab7768838661b8dcc9398a8ffea034c87f5..."
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{
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"loading": "lazy",
"html": "<img alt=\"Webhook\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"48px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Feb6d25562eada357e1f24d0f474716354324df2e-80x80.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Feb6d25562eada357e1f24d0f474716354324df..."
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{
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"html": "<img alt=\"Azure\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"48px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F7ab7f4c5491a4d899d1cf19b4063d0fdde071bc5-76x76.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F7ab7f4c5491a4d899d1cf19b4063d0fdde071bc5..."
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"loading": "lazy",
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"html": "<img alt=\"bol.com logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left brightness-0 invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"220px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F35d5ba084a26306aeeed4b226060e4344d3b7378-2560x1004.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F35d5ba084a..."
},
{
"src": "https://cdn.sanity.io/images/97bpcflt/production/0c6b2cfa78419a90aae42e1c72dd4f606d40ee5d-378x80.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"WYZE logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/97bpcflt/production/0c6b2cfa78419a90aae42e1c72dd4f606d40ee5d-378x80.svg\">"
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F184c49ba0b267f3e10d4aae76742b559ae2ad211-3200x580.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Manscaped logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"220px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F184c49ba0b267f3e10d4aae76742b559ae2ad211-3200x580.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F184c49ba0b267f3e10d4aae76742b..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fd483ab4fc66971186541e8814a02b9156b9ede70-340x108.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Nuts.com logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain object-left brightness-0 invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"220px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fd483ab4fc66971186541e8814a02b9156b9ede70-340x108.png&w=32&q=75 32w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fd483ab4fc66..."
},
{
"src": "/_next/image/?url=%2Fimages%2Flottie-content%2Fradial-gradient.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 767px) 100vw, (max-width: 1279px) 54vw, 760px\" srcset=\"/_next/image/?url=%2Fimages%2Flottie-content%2Fradial-gradient.png&w=384&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 384w, /_next/image/?url=%2Fimages%2Flottie-content%2Fradial-gradient.png&w=640&q=75&dpl=dpl_BAZa5K6f5L8UVB..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F19460ae6a9da7f2b59b5eb7f15713390722c9f98-696x584.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Integrations for every tool in your stack\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 767px) 100vw, (max-width: 1279px) 48vw, 560px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F19460ae6a9da7f2b59b5eb7f15713390722c9f98-696x584.png&w=384&q=75 384w, /_next/image/?url=https%3A%2F%2Fcdn.sanity..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fd73cb4d9897760e207e1b674f451bb4efcb1d592-420x420.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"GDPR\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"desktop:scale-[1.16] scale-[1.16] object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 900px) 25vw, 120px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fd73cb4d9897760e207e1b674f451bb4efcb1d592-420x420.png&w=256&q=75 256w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97b..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F77e8ab5f3dca7ab8380ccf74a372c60dc0609463-402x402.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"SOC Type 2\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"desktop:scale-[1.16] scale-[1.16] object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 900px) 25vw, 120px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2F77e8ab5f3dca7ab8380ccf74a372c60dc0609463-402x402.png&w=256&q=75 256w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc4a12ba7a59a39e08da7a0732f8fac30c8dbeefd-420x420.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"CCPA\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"desktop:scale-[1.16] scale-[1.16] object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 900px) 25vw, 120px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc4a12ba7a59a39e08da7a0732f8fac30c8dbeefd-420x420.png&w=256&q=75 256w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97b..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc31f9f6d84ef8f54357cb1a45a9be28f8c492ab0-362x402.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"HIPAA Compliant\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"desktop:scale-[1.16] scale-[1.16] object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 900px) 25vw, 120px\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F97bpcflt%2Fproduction%2Fc31f9f6d84ef8f54357cb1a45a9be28f8c492ab0-362x402.png&w=256&q=75 256w, /_next/image/?url=https%3A%2F%2Fcdn.sanity.io%2Fi..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"HIPAA Compliant\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w,..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"SOC2 Certified\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w, /_..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"GDPR Compliant\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w, /_..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"HIPAA Compliant\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fhipaa.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w,..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"SOC2 Certified\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fsoc2.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w, /_..."
},
{
"src": "/_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=3840&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"GDPR Compliant\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"h-full w-full object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 600px) 120px, 150px\" srcset=\"/_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=32&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 32w, /_next/image/?url=%2Fimages%2Ffooter-badges%2Fgdpr.png&w=48&q=75&dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ 48w, /_..."
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590892
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590878
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590860
}
]
},
"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, benefits, 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": "Agentic, from end to end",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\"><span class=\"m-0 block whitespace-pre-line\"><span class=\"text-brand-primary-500\">Agentic,</span> from end to end</span></h2>"
},
{
"text": "Agent-ready infrastructure",
"html": "<h2 data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal\">Agent-ready infrastructure</h2>"
},
{
"text": "Central command for the customer data lifecycle",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\"><span class=\"m-0 block whitespace-pre-line\"><span class=\"text-brand-primary-500\">Central command </span>for the customer data lifecycle</span></h2>"
},
{
"text": "Capture clean data with intelligent tracking",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Capture clean data with intelligent tracking</h2>"
},
{
"text": "Build a customer 360 with agents",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Build a customer 360 with agents</h2>"
},
{
"text": "Activate customer context with natural language",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Activate customer context with natural language</h2>"
},
{
"text": "Trust your data and your agents",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Trust your data and your agents </h2>"
},
{
"text": "Integrations for every tool in your stack",
"html": "<h2 data-weight=\"regular\" data-size=\"l\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[28px] leading-[32px] tablet:text-[48px] tablet:leading-[56px] text-brand-primary-900 font-normal text-balance\">Integrations for every tool in your stack</h2>"
},
{
"text": "We don’t store your data",
"html": "<h2 data-weight=\"regular\" data-size=\"s\" data-heading-tag=\"H2\" class=\"mt-0 mb-0 font-display text-[22px] leading-[28px] tablet:text-[32px] tablet:leading-[44px] text-brand-primary-900 font-normal w-fit\">We don’t store your data</h2>"
},
{
"text": "Get started",
"html": "<h2 data-weight=\"regular\" data-size=\"xl\" data-heading-tag=\"H2\" class=\"mt-0 font-display text-[32px] leading-[32px] tablet:text-[58px] tablet:leading-[64px] text-white font-normal mx-auto mb-6 max-w-[704px] text-balance\"><span class=\"m-0 block whitespace-pre-line\">Get started</span></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is RudderStack?",
"pattern": {}
},
{
"id": "how",
"label": "How does RudderStack work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use RudderStack?",
"pattern": {}
},
{
"id": "cost",
"label": "Is RudderStack free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does RudderStack compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is RudderStack?",
"pattern": {}
},
{
"id": "how",
"label": "How does RudderStack work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use RudderStack?",
"pattern": {}
},
{
"id": "cost",
"label": "Is RudderStack free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does RudderStack 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; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590860,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"compatibleContentType": false,
"contentLength": 572510,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": true,
"links": [
"/_next/static/chunks/0nelxwxmmmsv9.js",
"/_next/static/chunks/0..7fh1z2uv2q.js",
"/script",
"/_next/static/chunks/0knc67frea2jf.js",
"/script",
"/_next/static/chunks/0xoao_67mlv3v.js",
"/script",
"/_next/static/chunks/05nq4p.q4s6f..js",
"/script",
"/_next/static/chunks/0xgt8cng~tww5.js"
],
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590935,
"text": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/turbopack-100935skwzs7j.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/06xrez_9jfcyc.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/02-hzvwynx.5r.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0dzx2l~hxh6j3.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0lcvj_ivshh56.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0~_scl.w0226-.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0gs5drqty95x6.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0uz70._ipjw~9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#020E20\"/><title>Page Not Found | RudderStack</title><meta name=\"description\" content=\"The page you are looking for does not exist.\"/><link rel=\"manifest\" href=\"/manifest.webmanifest\"/><meta name=\"robots\" content=\"noindex, nofollow\"/><link rel=\"canonical\" href=\"https://www.rudderstack.com/\"/><meta name=\"google-site-verification\" content=\"zUWXWnpUbNfAJB-jC1cJEwgO1-wXVdrRkwrL9wN_u_s\"/><meta property=\"og:title\" content=\"Page Not Found | RudderStack\"/><meta property=\"og:description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:site_name\" content=\"RudderStack\"/><meta property=\"og:image\" content=\"https://rs-og.vercel.app/api/og?title=Page+Not+Found+%7C+RudderStack\"/><meta name=\"twitter:card\" content=\"summary\"/><meta name=\"twitter:creator\" content=\"Page Not Found | RudderStack\"/><meta name=\"twitter:title\" content=\"Page Not Found | RudderStack\"/><meta name=\"twitter:description\" content=\"The page you are looking for does not exist.\"/><meta name=\"twitter:image\" content=\"https://rs-og.vercel.app/api/og?title=Page+Not+Found+%7C+RudderStack\"/><link rel=\"shortcut icon\" href=\"/images/logos/logo-mark-dark.png\"/><link rel=\"icon\" href=\"/favicon.ico?favicon.02a1kfnf7anht.ico\" sizes=\"48x48\" type=\"image/x-icon\"/><link rel=\"icon\" href=\"/images/logos/logo-mark-dark.svg\" type=\"image/svg+xml\"/><link rel=\"icon\" href=\"/images/logos/logo-mark-dark.png\" sizes=\"512x516\" type=\"image/png\"/><link rel=\"apple-touch-icon\" href=\"/images/logos/logo-mark-dark.png\" sizes=\"512x516\" type=\"image/png\"/><script src=\"/_next/static/chunks/03~yq9q893hmn.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\nf:I[629682,[\\\"/_next/static/chunks/06xrez_9jfcyc.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/02-hzvwynx.5r.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/0dzx2l~hxh6j3.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/0lcvj_ivshh56.js?dpl=dpl_BA"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590943,
"text": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/turbopack-100935skwzs7j.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/06xrez_9jfcyc.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/02-hzvwynx.5r.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0dzx2l~hxh6j3.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0lcvj_ivshh56.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0~_scl.w0226-.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0gs5drqty95x6.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0uz70._ipjw~9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#020E20\"/><title>Page Not Found | RudderStack</title><meta name=\"description\" content=\"The page you are looking for does not exist.\"/><link rel=\"manifest\" href=\"/manifest.webmanifest\"/><meta name=\"robots\" content=\"noindex, nofollow\"/><link rel=\"canonical\" href=\"https://www.rudderstack.com/\"/><meta name=\"google-site-verification\" content=\"zUWXWnpUbNfAJB-jC1cJEwgO1-wXVdrRkwrL9wN_u_s\"/><meta property=\"og:title\" content=\"Page Not Found | RudderStack\"/><meta property=\"og:description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:site_name\" content=\"RudderStack\"/><meta property=\"og:image\" content=\"https://rs-og.vercel.app/api/og?title=Page+Not+Found+%7C+RudderStack\"/><meta name=\"twitter:card\" content=\"summary\"/><meta name=\"twitter:creator\" content=\"Page Not Found | RudderStack\"/><meta name=\"twitter:title\" content=\"Page Not Found | RudderStack\"/><meta name=\"twitter:description\" content=\"The page you are looking for does not exist.\"/><meta name=\"twitter:image\" content=\"https://rs-og.vercel.app/api/og?title=Page+Not+Found+%7C+RudderStack\"/><link rel=\"shortcut icon\" href=\"/images/logos/logo-mark-dark.png\"/><link rel=\"icon\" href=\"/favicon.ico?favicon.02a1kfnf7anht.ico\" sizes=\"48x48\" type=\"image/x-icon\"/><link rel=\"icon\" href=\"/images/logos/logo-mark-dark.svg\" type=\"image/svg+xml\"/><link rel=\"icon\" href=\"/images/logos/logo-mark-dark.png\" sizes=\"512x516\" type=\"image/png\"/><link rel=\"apple-touch-icon\" href=\"/images/logos/logo-mark-dark.png\" sizes=\"512x516\" type=\"image/png\"/><script src=\"/_next/static/chunks/03~yq9q893hmn.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\nf:I[629682,[\\\"/_next/static/chunks/06xrez_9jfcyc.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/02-hzvwynx.5r.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/0dzx2l~hxh6j3.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\\\",\\\"/_next/static/chunks/0lcvj_ivshh56.js?dpl=dpl_BA"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590919
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 590943
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0nelxwxmmmsv9.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\"/><script src=\"/_next/static/chunks/0..7fh1z2uv2q.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0knc67frea2jf.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xoao_67mlv3v.js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/05nq4p.q4s6f..js?dpl=dpl_BAZa5K6f5L8UVBmhHtkVgAWdbxoQ\" async=\"\"></script><script src=\"/_next/static/chunks/0xgt8cng~tww5.js?"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.rudderstack.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.rudderstack.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.rudderstack.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.rudderstack.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
50 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 34 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 34 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)"
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 71/100 | Level 3, Bot-Aware | Current report |