Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 45 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 40 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 92 out of 100
- Performance and Accessibility 68 out of 100
What AI sees of your website
CockroachDB | Distributed SQL for always-on customer experiences
CockroachDB is a distributed database with standard SQL for cloud applications. CockroachDB powers companies like Comcast, Lush, and Bose.
Next step
Turn this report into a fix workflow
26 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 45 | Priority fix | 8 | 15 | 0 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 33 | Priority fix | 2 | 8 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 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 | 7 | 2 | 11 | View details |
| GEO Readiness | 86 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 81 | Mostly ready | 4 | 1 | 2 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 40 | Priority fix | 6 | 3 | 0 | View details |
| Security & Trust | 40 | Priority fix | 2 | 3 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 68 | Needs work | 23 | 3 | 2 | View details |
| Performance | 57 | Needs work | 18 | 2 | 2 | View details |
| Accessibility | 88 | Mostly ready | 5 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
44 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
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."
}
]
}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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n <head>\n<meta charset=\"utf-8\" prefix=\"og: https://ogp.me/ns#\">\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<meta name=\"description\" content=\"The requested CockroachDB documentation page was not found.\">\n<meta name=\"keywords\" content=\"\">\n<meta name=\"robots\" content=\"noindex, nofollow, noarchive, nocache\">\n<meta property=\"og:title\" content=\"Page Not Found\" />\n<meta property=\"og:type\" content=\"article\" />\n<meta property=\"og:url\" content=\"https://www.cockroachlabs.com/docs/stable/404\" />\n<meta property=\"og:image\" content=\"https://www.cockroachlabs.com/img/crl-socialpost-default-2020-2.jpg?auto=format,compress\" />\n<meta property=\"og:site_name\" content=\"CockroachDB Docs\" />\n<meta prop"
}
]
},
"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 DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"ItemList",
"Service",
"WebPage"
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 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": 48340
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": 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": 48262
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48268
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48190
}
]
},
"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": 48118
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48190
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48219
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}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": 48208
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48136
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48118
}
]
},
"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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
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 DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48075
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48148
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "RSC,Next-Router-State-Tree,Next-Router-Prefetch,Next-Url,Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "RSC,Next-Router-State-Tree,Next-Router-Prefetch,Next-Url,Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"RSC,Next-Router-State-Tree,Next-Router-Prefetch,Next-Url,Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 15672,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" imageSrcSet=\"/_next/image/?url=https%3A%2F%2Fimages.ctfassets.net%2F00voh0j35590",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; invalid h1 (found 2); skipped heading levels; 1 buttons missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button type=\"button\" class=\"mx-4 my-1 flex items-center px-4 hover:text-electric-purple-500 md:py-2 lg:m-0\"><svg width=\"18\" height=\"18\" role=\"img\" aria-label=\"search\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\"><use href=\"#search\"/></svg></button>"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: The system of record to power your business",
"h2: Trusted by industry leaders to solve their toughest data problems and build what’s next.",
"h2: One platform. Four core advantages.",
"h2: Enable state-of-the-art resilience.",
"h2: Scale seamlessly.",
"h2: Deploy global and compliant applications.",
"h2: Streamline operations and drive cost efficiencies at scale.",
"h2: Stay ahead of the game. Future-proof today",
"h2: Hear straight from our customers",
"h3: How Booking.com simplified order management with CockroachDB",
"h3: Kaizen Gaming bets big on distributed SQL",
"h3: Why SumUp chose CockroachDB for global payments",
"h2: Engineering Deep Dives, Product News, and More",
"h3: Why these three fintech companies scaled with distributed SQL",
"h3: Vertical vs. horizontal scaling: What’s the difference and which is better?",
"h3: 1,000+ tech leaders know AI is scaling faster than systems can adapt",
"h3: Rethinking the Global Reporting Platform",
"h3: SQL DROP COLUMN and ADD COLUMN: adding and removing columns in SQL",
"h2: Ready to modernize, migrate or enable AI ready apps?",
"h1: Join our community and get updates delivered straight to your inbox.",
"h4: Product",
"h4: Solutions",
"h4: By Industry",
"h4: By Use Case",
"h4: By Initiative",
"h4: Resources",
"h4: Connect",
"h4: Learn",
"h4: Company"
]
},
"counts": {
"h1": 2,
"headings": 29,
"links": 88,
"inaccessibleLinks": 0,
"buttons": 17,
"inaccessibleButtons": 1,
"images": 34,
"imagesWithAlt": 34,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}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": 48275
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48213
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48160
}
]
},
"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": 48280
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48244
}
]
},
"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": 48159
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48130
}
]
},
"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": 48208
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48136
}
]
},
"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.cockroachlabs.com",
"probes": [
{
"name": "_index._agents.www.cockroachlabs.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.cockroachlabs.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.cockroachlabs.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "cockroachlabs.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.
13 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": "#",
"text": "Company",
"html": "<a class=\"mx-4 my-1 block rounded-md border-2 border-solid border-transparent px-4 lg:m-0 lg:rounded-none lg:p-0 lg:focus:border-2\" href=\"#\"><div class=\"relative flex items-center justify-between \"><span class=\"relative p-2 font-poppins text-[16px] lg:mt-[5px] group-hover:text-electric-purple-500\"> Company</span><svg width=\"13\" height=\"13\" role=\"img\" aria-label=\"chevron-down\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"hidden lg:absolute lg:-bottom-0 lg:left-[40%]\"><use href..."
},
{
"href": "/",
"text": "Learn more about resilience",
"html": "<a class=\"w-max\" href=\"/\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-What-does-state-of-the-art-resilience-mean?\">Learn more about resilience<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-right\"/></svg></butt..."
},
{
"href": "#",
"text": "Learn more about scale",
"html": "<a class=\"w-max\" href=\"#\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 pl-0 underline kapa-prefill kapa-q-How-does-cockroachdb-deliver-apps-faster-with-seamless-scaling?\">Learn more about scale<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-right\"/></..."
},
{
"href": "#",
"text": "Learn more about compliance",
"html": "<a class=\"w-max\" href=\"#\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-How-does-data-locality-make-it-easier-to-deploy-global-apps?\">Learn more about compliance<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-rig..."
},
{
"href": "/",
"text": "Learn more about running PostgreSQL more efficiently at scale.",
"html": "<a class=\"w-max\" href=\"/\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-How-do-i-streamline-and-consolidate-by-databases?\">Learn more about running PostgreSQL more efficiently at scale.<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"tru..."
},
{
"href": "/company/professional-services/",
"text": "Professional Services",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/company/professional-services/\">Professional Services</a>"
},
{
"href": "/about/",
"text": "About",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/about/\">About</a>"
},
{
"href": "https://www.linkedin.com/company/cockroach-labs/mycompany/verification/",
"text": "",
"html": "<a target=\"_blank\" href=\"https://www.linkedin.com/company/cockroach-labs/mycompany/verification/\"><img alt=\"Linkedin\" loading=\"lazy\" width=\"24\" height=\"20\" decoding=\"async\" data-nimg=\"1\" class=\"object-contain\" style=\"color:transparent\" src=\"/_next/static/media/linkedin.af9eaeac.svg\"></a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact us",
"html": "<a class=\"mx-4 my-1 block px-4 py-2 hover:text-electric-purple-500 lg:m-0\" href=\"/contact/\"><span class=\"font-poppins text-[16px] lg:hidden xl:block\">Contact us</span><svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"email\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"hidden lg:block xl:hidden\"><use href=\"#email\"/></svg></a>"
},
{
"href": "/contact/",
"text": "Talk to our team",
"html": "<a class=\"inline-block\" href=\"/contact/\"><button class=\"inline-flex justify-center items-center gap-2 disabled:cursor-not-allowed border-solid border-electric-purple-500 bg-transparent hover:bg-electric-purple-500 hover:text-white active:border-electric-purple-100 active:bg-electric-purple-100 active:text-white py-2.5 rounded-full px-16 text-[18px] duration-500 text-[#000] border-2\">Talk to our team</button></a>"
},
{
"href": "https://www.cockroachlabs.com/contact/",
"text": "Talk to our team",
"html": "<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.cockroachlabs.com/contact/\"><button class=\"inline-flex justify-center items-center gap-2 disabled:cursor-not-allowed bg-white font-semibold text-black hover:bg-electric-purple-500 hover:text-white px-6 lg:px-12 py-5 text-lg leading-none rounded-full\">Talk to our team</button></a>"
},
{
"href": "/support/",
"text": "Support",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/support/\">Support</a>"
},
{
"href": "/contact/",
"text": "Contact Us",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/contact/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.cockroachlabs.com/privacy/",
"text": "here",
"html": "<a href=\"https://www.cockroachlabs.com/privacy/\">here</a>"
},
{
"href": "/privacy/",
"text": "Privacy",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/privacy/\">Privacy</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.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
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": "#",
"text": "Company",
"html": "<a class=\"mx-4 my-1 block rounded-md border-2 border-solid border-transparent px-4 lg:m-0 lg:rounded-none lg:p-0 lg:focus:border-2\" href=\"#\"><div class=\"relative flex items-center justify-between \"><span class=\"relative p-2 font-poppins text-[16px] lg:mt-[5px] group-hover:text-electric-purple-500\"> Company</span><svg width=\"13\" height=\"13\" role=\"img\" aria-label=\"chevron-down\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"hidden lg:absolute lg:-bottom-0 lg:left-[40%]\"><use href..."
},
{
"href": "/",
"text": "Learn more about resilience",
"html": "<a class=\"w-max\" href=\"/\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-What-does-state-of-the-art-resilience-mean?\">Learn more about resilience<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-right\"/></svg></butt..."
},
{
"href": "#",
"text": "Learn more about scale",
"html": "<a class=\"w-max\" href=\"#\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 pl-0 underline kapa-prefill kapa-q-How-does-cockroachdb-deliver-apps-faster-with-seamless-scaling?\">Learn more about scale<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-right\"/></..."
},
{
"href": "#",
"text": "Learn more about compliance",
"html": "<a class=\"w-max\" href=\"#\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-How-does-data-locality-make-it-easier-to-deploy-global-apps?\">Learn more about compliance<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"true\"><use href=\"#arrow-rig..."
},
{
"href": "/",
"text": "Learn more about running PostgreSQL more efficiently at scale.",
"html": "<a class=\"w-max\" href=\"/\"><button class=\"inline-flex justify-center items-center py-1 px-6 gap-2 disabled:cursor-not-allowed text-primary-700 hover:text-primary-800 disabled:text-gray-300 ml-0 pl-0 underline kapa-prefill kapa-q-How-do-i-streamline-and-consolidate-by-databases?\">Learn more about running PostgreSQL more efficiently at scale.<svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"arrow-right\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"fill-current\" aria-hidden=\"tru..."
},
{
"href": "/company/professional-services/",
"text": "Professional Services",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/company/professional-services/\">Professional Services</a>"
},
{
"href": "/about/",
"text": "About",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/about/\">About</a>"
},
{
"href": "https://www.linkedin.com/company/cockroach-labs/mycompany/verification/",
"text": "",
"html": "<a target=\"_blank\" href=\"https://www.linkedin.com/company/cockroach-labs/mycompany/verification/\"><img alt=\"Linkedin\" loading=\"lazy\" width=\"24\" height=\"20\" decoding=\"async\" data-nimg=\"1\" class=\"object-contain\" style=\"color:transparent\" src=\"/_next/static/media/linkedin.af9eaeac.svg\"></a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact us",
"html": "<a class=\"mx-4 my-1 block px-4 py-2 hover:text-electric-purple-500 lg:m-0\" href=\"/contact/\"><span class=\"font-poppins text-[16px] lg:hidden xl:block\">Contact us</span><svg width=\"20\" height=\"20\" role=\"img\" aria-label=\"email\" xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" class=\"hidden lg:block xl:hidden\"><use href=\"#email\"/></svg></a>"
},
{
"href": "/contact/",
"text": "Talk to our team",
"html": "<a class=\"inline-block\" href=\"/contact/\"><button class=\"inline-flex justify-center items-center gap-2 disabled:cursor-not-allowed border-solid border-electric-purple-500 bg-transparent hover:bg-electric-purple-500 hover:text-white active:border-electric-purple-100 active:bg-electric-purple-100 active:text-white py-2.5 rounded-full px-16 text-[18px] duration-500 text-[#000] border-2\">Talk to our team</button></a>"
},
{
"href": "https://www.cockroachlabs.com/contact/",
"text": "Talk to our team",
"html": "<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.cockroachlabs.com/contact/\"><button class=\"inline-flex justify-center items-center gap-2 disabled:cursor-not-allowed bg-white font-semibold text-black hover:bg-electric-purple-500 hover:text-white px-6 lg:px-12 py-5 text-lg leading-none rounded-full\">Talk to our team</button></a>"
},
{
"href": "/support/",
"text": "Support",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/support/\">Support</a>"
},
{
"href": "/contact/",
"text": "Contact Us",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/contact/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.cockroachlabs.com/privacy/",
"text": "here",
"html": "<a href=\"https://www.cockroachlabs.com/privacy/\">here</a>"
},
{
"href": "/privacy/",
"text": "Privacy",
"html": "<a class=\"hover:text-electric-purple-500 text-black\" href=\"/privacy/\">Privacy</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.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
17 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": 1,
"failing": [
{
"heading": "Trusted by industry leaders to solve their toughest data problems and build what’s next.",
"headingHtml": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">Trusted by industry leaders to solve their toughest data problems and build what’s next.</h2>",
"firstParagraph": "From AI to fintech, CockroachDB powers business critical systems",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px] simple-center\">From AI to fintech, CockroachDB p<!-- -->owers business critical systems</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "One platform. Four core advantages.",
"headingHtml": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">One platform. Four core advantages.</h2>",
"firstParagraph": "Deploy and run anywhere across on-premise, hybrid, and cloud. On our cloud or yours.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px] simple-center\">Deploy and run anywhere across on-premise, hybrid, and cloud. On our cloud or yours.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Enable state-of-the-art resilience.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Enable state-of-the-art resilience.</h2>",
"firstParagraph": "Survive regional failures with zero data loss, automated failover, and strong consistency. No runbooks and minimal maintenance windows. Online upgrades, schema changes, and backups keep everything running smoothly.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Survive regional failures with zero data loss, automated failover, and strong consistency. <!-- -->No runbooks and <em class=\"italic\">minimal</em> maintenance windows. Online upgrades, schema changes, and backups keep everything running smoothly.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Scale seamlessly.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-md font-semibold\">Scale seamlessly.</h2>",
"firstParagraph": "Eliminate manual sharding and scale effortlessly with consistent performance. Start small, scale to hundreds of nodes and petabytes—no app re-architecture required.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Eliminate manual sharding and scale effortlessly with consistent performance. <!-- -->Start small, scale to hundreds of nodes and petabytes—no app re-architecture required.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Deploy global and compliant applications.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Deploy global and compliant applications.</h2>",
"firstParagraph": "Implement declarative policies to pin data in specific localities and geographic locations. Launch into global markets by enabling compliance and keeping data close to users to reduce latency.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Implement declarative policies to pin data in specific localities and geographic locations. Launch into global markets by enabling compliance and keeping data close to users to reduce latency. </p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Streamline operations and drive cost efficiencies at scale.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Streamline operations and drive cost efficiencies at scale.</h2>",
"firstParagraph": "Achieve high cost efficiency and consolidate databases on a modern PostgreSQL platform. Simplify migrations with MOLT and stream real-time updates to analytics across any environment, from laptops to Kubernetes.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Achieve high cost efficiency and consolidate databases on a modern PostgreSQL platform. Simplify migrations with MOLT and stream real-time updates to analytics across any environment, from laptops to Kubernetes.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Stay ahead of the game. Future-proof today",
"headingHtml": "<h2 class=\"mb-12 text-center text-[32px] font-medium leading-[36px] text-[#050014]\">Stay ahead of the game. Future-proof today</h2>",
"firstParagraph": "Database Modernization",
"paragraphHtml": "<p class=\"mb-1 text-[24px] font-semibold text-[#050014]\">Database Modernization</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Hear straight from our customers",
"headingHtml": "<h2 class=\"mb-8 w-full px-5 text-center text-[32px] mx-auto font-semibold leading-[40px] text-black\">Hear straight from our customers</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How Booking.com simplified order management with CockroachDB",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">How Booking.com simplified order management with CockroachDB</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Kaizen Gaming bets big on distributed SQL",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">Kaizen Gaming bets big on distributed SQL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Why SumUp chose CockroachDB for global payments",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">Why SumUp chose CockroachDB for global payments</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Engineering Deep Dives, Product News, and More",
"headingHtml": "<h2 class=\"text-[32px] font-medium leading-[32px]\">Engineering Deep Dives, Product News, and More</h2>",
"firstParagraph": "Fintech",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.08em] text-electric-purple-500\">Fintech</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Vertical vs. horizontal scaling: What’s the difference and which is better?",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">Vertical vs. horizontal scaling: What’s the difference and which is better?</h3>",
"firstParagraph": "AI",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">AI</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "1,000+ tech leaders know AI is scaling faster than systems can adapt",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">1,000+ tech leaders know AI is scaling faster than systems can adapt</h3>",
"firstParagraph": "ENGINEERING",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">ENGINEERING</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Rethinking the Global Reporting Platform",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">Rethinking the Global Reporting Platform</h3>",
"firstParagraph": "Scale & Resilience",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">Scale & Resilience</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "SQL DROP COLUMN and ADD COLUMN: adding and removing columns in SQL",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">SQL DROP COLUMN and ADD COLUMN: adding and removing columns in SQL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to modernize, migrate or enable AI ready apps?",
"headingHtml": "<h2 class=\"mx-auto block w-full font-semibold mb-4 text-display-sm\"> Ready to modernize, migrate or enable AI ready apps?</h2>",
"firstParagraph": "One consolidated PostgreSQL compatible database, resilient at scale with lower TCO",
"paragraphHtml": "<p class=\"font-open-sans leading-[27px] lg:text-[18px] [&>a]:text-iridiscent-blue-500 mx-auto text-center xl:max-w-[1280px]\">One consolidated PostgreSQL compatible database, resilient at scale with lower TCO</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
3 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
17 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": 1,
"failing": [
{
"heading": "Trusted by industry leaders to solve their toughest data problems and build what’s next.",
"headingHtml": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">Trusted by industry leaders to solve their toughest data problems and build what’s next.</h2>",
"firstParagraph": "From AI to fintech, CockroachDB powers business critical systems",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px] simple-center\">From AI to fintech, CockroachDB p<!-- -->owers business critical systems</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "One platform. Four core advantages.",
"headingHtml": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">One platform. Four core advantages.</h2>",
"firstParagraph": "Deploy and run anywhere across on-premise, hybrid, and cloud. On our cloud or yours.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px] simple-center\">Deploy and run anywhere across on-premise, hybrid, and cloud. On our cloud or yours.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Enable state-of-the-art resilience.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Enable state-of-the-art resilience.</h2>",
"firstParagraph": "Survive regional failures with zero data loss, automated failover, and strong consistency. No runbooks and minimal maintenance windows. Online upgrades, schema changes, and backups keep everything running smoothly.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Survive regional failures with zero data loss, automated failover, and strong consistency. <!-- -->No runbooks and <em class=\"italic\">minimal</em> maintenance windows. Online upgrades, schema changes, and backups keep everything running smoothly.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Scale seamlessly.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-md font-semibold\">Scale seamlessly.</h2>",
"firstParagraph": "Eliminate manual sharding and scale effortlessly with consistent performance. Start small, scale to hundreds of nodes and petabytes—no app re-architecture required.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Eliminate manual sharding and scale effortlessly with consistent performance. <!-- -->Start small, scale to hundreds of nodes and petabytes—no app re-architecture required.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Deploy global and compliant applications.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Deploy global and compliant applications.</h2>",
"firstParagraph": "Implement declarative policies to pin data in specific localities and geographic locations. Launch into global markets by enabling compliance and keeping data close to users to reduce latency.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Implement declarative policies to pin data in specific localities and geographic locations. Launch into global markets by enabling compliance and keeping data close to users to reduce latency. </p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Streamline operations and drive cost efficiencies at scale.",
"headingHtml": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Streamline operations and drive cost efficiencies at scale.</h2>",
"firstParagraph": "Achieve high cost efficiency and consolidate databases on a modern PostgreSQL platform. Simplify migrations with MOLT and stream real-time updates to analytics across any environment, from laptops to Kubernetes.",
"paragraphHtml": "<p class=\"mb-4 font-open-sans text-base leading-[27px]\">Achieve high cost efficiency and consolidate databases on a modern PostgreSQL platform. Simplify migrations with MOLT and stream real-time updates to analytics across any environment, from laptops to Kubernetes.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Stay ahead of the game. Future-proof today",
"headingHtml": "<h2 class=\"mb-12 text-center text-[32px] font-medium leading-[36px] text-[#050014]\">Stay ahead of the game. Future-proof today</h2>",
"firstParagraph": "Database Modernization",
"paragraphHtml": "<p class=\"mb-1 text-[24px] font-semibold text-[#050014]\">Database Modernization</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Hear straight from our customers",
"headingHtml": "<h2 class=\"mb-8 w-full px-5 text-center text-[32px] mx-auto font-semibold leading-[40px] text-black\">Hear straight from our customers</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How Booking.com simplified order management with CockroachDB",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">How Booking.com simplified order management with CockroachDB</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Kaizen Gaming bets big on distributed SQL",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">Kaizen Gaming bets big on distributed SQL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Why SumUp chose CockroachDB for global payments",
"headingHtml": "<h3 class=\"font-open-sans font-semibold text-white text-[20px]\">Why SumUp chose CockroachDB for global payments</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Engineering Deep Dives, Product News, and More",
"headingHtml": "<h2 class=\"text-[32px] font-medium leading-[32px]\">Engineering Deep Dives, Product News, and More</h2>",
"firstParagraph": "Fintech",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.08em] text-electric-purple-500\">Fintech</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Vertical vs. horizontal scaling: What’s the difference and which is better?",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">Vertical vs. horizontal scaling: What’s the difference and which is better?</h3>",
"firstParagraph": "AI",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">AI</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "1,000+ tech leaders know AI is scaling faster than systems can adapt",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">1,000+ tech leaders know AI is scaling faster than systems can adapt</h3>",
"firstParagraph": "ENGINEERING",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">ENGINEERING</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Rethinking the Global Reporting Platform",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">Rethinking the Global Reporting Platform</h3>",
"firstParagraph": "Scale & Resilience",
"paragraphHtml": "<p class=\"mb-2 font-semibold uppercase tracking-[0.14em] text-electric-purple-500\">Scale & Resilience</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "SQL DROP COLUMN and ADD COLUMN: adding and removing columns in SQL",
"headingHtml": "<h3 class=\"line-clamp-2 text-[22px] font-medium leading-[28px] text-black group-hover:text-electric-purple-500\">SQL DROP COLUMN and ADD COLUMN: adding and removing columns in SQL</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to modernize, migrate or enable AI ready apps?",
"headingHtml": "<h2 class=\"mx-auto block w-full font-semibold mb-4 text-display-sm\"> Ready to modernize, migrate or enable AI ready apps?</h2>",
"firstParagraph": "One consolidated PostgreSQL compatible database, resilient at scale with lower TCO",
"paragraphHtml": "<p class=\"font-open-sans leading-[27px] lg:text-[18px] [&>a]:text-iridiscent-blue-500 mx-auto text-center xl:max-w-[1280px]\">One consolidated PostgreSQL compatible database, resilient at scale with lower TCO</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: always, customer, experiences, system, record, power, business.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
79/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 79/100 and needs improvement.
Evidence
{
"title": "CockroachDB | Distributed SQL for always-on customer experiences",
"h1": "The system of record to power your business",
"description": "CockroachDB is a distributed database with standard SQL for cloud applications. CockroachDB powers companies like Comcast, Lush, and Bose.",
"topicOverlap": 0.3,
"topicTerms": [
"cockroachdb",
"distributed",
"sql",
"always",
"customer",
"experiences",
"system",
"record",
"power",
"business"
],
"descriptionTerms": [
"cockroachdb",
"distributed",
"database",
"standard",
"sql",
"cloud",
"applications",
"powers",
"companies",
"like",
"comcast",
"lush",
"bose"
],
"missingFromDescription": [
"always",
"customer",
"experiences",
"system",
"record",
"power",
"business"
],
"score": 79,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 24,
"heading": "H3: Why these three fintech companies scaled with distributed SQL",
"text": "From retail investing and global card payments to large-scale lending, fintech platforms are being pushed to their limits. User expectations are rising, regulations are tightening, and transaction volumes are growing faster and more unpredictably than ever before. Across these domains, one theme is emerging clearly: traditional databases struggle to keep up with modern financial workloads at scale.",
"words": 57,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (57 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"text-slate-600 line-clamp-2 text-base leading-6\">From retail investing and global card payments to large-scale lending, fintech platforms are being pushed to their limits. User expectations are rising, regulations are tightening, and transaction volumes are growing faster and more unpredictably than ever before. Across these domains, one theme is emerging clearly: traditional databases struggle to keep up with modern financial workloads at scale.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
17 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 10,
"questionH2s": [
{
"index": 10,
"text": "Ready to modernize, migrate or enable AI ready apps?",
"isQuestion": true,
"html": "<h2 class=\"mx-auto block w-full font-semibold mb-4 text-display-sm\"> Ready to modernize, migrate or enable AI ready apps?</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 3,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: always, customer, experiences, system, record, power, business.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
83/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Evidence
{
"title": "CockroachDB | Distributed SQL for always-on customer experiences",
"h1": "The system of record to power your business",
"description": "CockroachDB is a distributed database with standard SQL for cloud applications. CockroachDB powers companies like Comcast, Lush, and Bose.",
"topicOverlap": 0.3,
"definitionCount": 3,
"topicTerms": [
"cockroachdb",
"distributed",
"sql",
"always",
"customer",
"experiences",
"system",
"record",
"power",
"business"
],
"descriptionTerms": [
"cockroachdb",
"distributed",
"database",
"standard",
"sql",
"cloud",
"applications",
"powers",
"companies",
"like",
"comcast",
"lush",
"bose"
],
"missingFromDescription": [
"always",
"customer",
"experiences",
"system",
"record",
"power",
"business"
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: how, 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": "Trusted by industry leaders to solve their toughest data problems and build what’s next.",
"html": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">Trusted by industry leaders to solve their toughest data problems and build what’s next.</h2>"
},
{
"text": "One platform. Four core advantages.",
"html": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">One platform. Four core advantages.</h2>"
},
{
"text": "Enable state-of-the-art resilience.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Enable state-of-the-art resilience.</h2>"
},
{
"text": "Scale seamlessly.",
"html": "<h2 class=\"block w-full text-black text-display-md font-semibold\">Scale seamlessly.</h2>"
},
{
"text": "Deploy global and compliant applications.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Deploy global and compliant applications.</h2>"
},
{
"text": "Streamline operations and drive cost efficiencies at scale.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Streamline operations and drive cost efficiencies at scale.</h2>"
},
{
"text": "Stay ahead of the game. Future-proof today",
"html": "<h2 class=\"mb-12 text-center text-[32px] font-medium leading-[36px] text-[#050014]\">Stay ahead of the game. Future-proof today</h2>"
},
{
"text": "Hear straight from our customers",
"html": "<h2 class=\"mb-8 w-full px-5 text-center text-[32px] mx-auto font-semibold leading-[40px] text-black\">Hear straight from our customers</h2>"
},
{
"text": "Engineering Deep Dives, Product News, and More",
"html": "<h2 class=\"text-[32px] font-medium leading-[32px]\">Engineering Deep Dives, Product News, and More</h2>"
},
{
"text": "Ready to modernize, migrate or enable AI ready apps?",
"html": "<h2 class=\"mx-auto block w-full font-semibold mb-4 text-display-sm\"> Ready to modernize, migrate or enable AI ready apps?</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is CockroachDB?",
"pattern": {}
},
{
"id": "how",
"label": "How does CockroachDB work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use CockroachDB?",
"pattern": {}
},
{
"id": "cost",
"label": "Is CockroachDB free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does CockroachDB compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does CockroachDB work?",
"pattern": {}
},
{
"id": "compare",
"label": "How does CockroachDB compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48155
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48137
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48113
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: how, 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": "Trusted by industry leaders to solve their toughest data problems and build what’s next.",
"html": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">Trusted by industry leaders to solve their toughest data problems and build what’s next.</h2>"
},
{
"text": "One platform. Four core advantages.",
"html": "<h2 class=\"mb-2 mt-5 text-[32px] font-semibold\">One platform. Four core advantages.</h2>"
},
{
"text": "Enable state-of-the-art resilience.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Enable state-of-the-art resilience.</h2>"
},
{
"text": "Scale seamlessly.",
"html": "<h2 class=\"block w-full text-black text-display-md font-semibold\">Scale seamlessly.</h2>"
},
{
"text": "Deploy global and compliant applications.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Deploy global and compliant applications.</h2>"
},
{
"text": "Streamline operations and drive cost efficiencies at scale.",
"html": "<h2 class=\"block w-full text-black text-display-sm font-semibold\">Streamline operations and drive cost efficiencies at scale.</h2>"
},
{
"text": "Stay ahead of the game. Future-proof today",
"html": "<h2 class=\"mb-12 text-center text-[32px] font-medium leading-[36px] text-[#050014]\">Stay ahead of the game. Future-proof today</h2>"
},
{
"text": "Hear straight from our customers",
"html": "<h2 class=\"mb-8 w-full px-5 text-center text-[32px] mx-auto font-semibold leading-[40px] text-black\">Hear straight from our customers</h2>"
},
{
"text": "Engineering Deep Dives, Product News, and More",
"html": "<h2 class=\"text-[32px] font-medium leading-[32px]\">Engineering Deep Dives, Product News, and More</h2>"
},
{
"text": "Ready to modernize, migrate or enable AI ready apps?",
"html": "<h2 class=\"mx-auto block w-full font-semibold mb-4 text-display-sm\"> Ready to modernize, migrate or enable AI ready apps?</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is CockroachDB?",
"pattern": {}
},
{
"id": "how",
"label": "How does CockroachDB work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use CockroachDB?",
"pattern": {}
},
{
"id": "cost",
"label": "Is CockroachDB free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does CockroachDB compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does CockroachDB work?",
"pattern": {}
},
{
"id": "compare",
"label": "How does CockroachDB 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; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48112,
"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; missing credential type language.",
"compatibleContentType": false,
"contentLength": 47205,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": false,
"links": [
"/_next/static/chunks/webpack-5cc9d36fcd715b23.js",
"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js",
"/script",
"/_next/static/chunks/8069-b2b9ba81e4d52617.js",
"/script",
"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js",
"/script",
"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js",
"/script",
"/head"
],
"rawExcerpt": "<!DOCTYPE html><html 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
}
},
"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; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48286,
"text": "<!DOCTYPE html><html 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><script>self.__next_f.push([1,\"1:HL[\\\"/_next/static/css/8cfbcc0a40d91ba0.css\\\",\\\"style\\\"]\\n0:\\\"$L2\\\"\\n\"])</script><script>self.__next_f.push([1,\"3:HL[\\\"/_next/static/css/512bc4cbff012306.css\\\",\\\"style\\\"]\\n\"])</script><script>self.__next_f.push([1,\"4:I[47690,[],\\\"\\\"]\\n7:I[5613,[],\\\"\\\"]\\n9:I[31778,[],\\\"\\\"]\\nc:I[48955,[],\\\"\\\"]\\n8:[\\\"slug\\\",\\\".well-known/oauth-protected-resource\\\",\\\"oc\\\"]\\nd:[]\\n\"])</script><script>self.__next_f.push([1,\"2:[[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"/_next/static/css/8cfbcc0a40d91ba0.css\\\",\\\"precedence\\\":\\\"next\\\",\\\"crossOrigin\\\":\\\"$undefined\\\"}]],[\\\"$\\\",\\\"$L4\\\",null,{\\\"buildId\\\":\\\"rbeQJ1T4EswlBsEYM4i1R\\\",\\\"assetPrefix\\\":\\\"\\\",\\\"initialCanonicalUrl\\\":\\\"/.well-known/oauth-protected-resource\\\",\\\"initialTree\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-protected-resource\\\",\\\"oc\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{}]}]},\\\"$undefined\\\",\\\"$undefined\\\",true],\\\"initialSeedData\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-protected-resource\\\",\\\"oc\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{},[\\\"$L5\\\",\\\"$L6\\\",null]]},[\\\"$\\\",\\\"$L7\\\",null,{\\\"parallelRouterKey\\\":\\\"children\\\",\\\"segmentPath\\\":[\\\"children\\\",\\\"$8\\\",\\\"children\\\"],\\\"loading\\\":\\\"$undefined\\\",\\\"loadingStyles\\\":\\\"$undefined\\\",\\\"loadingScripts\\\":\\\"$undefined\\\",\\\"hasLoading\\\":false,\\\"error\\\":\\\"$undefined\\\",\\\"errorStyles\\\":\\\"$undefined\\\",\\\"errorScripts\\\":\\\"$undefined\\\",\\\"template\\\":[\\\"$\\\",\\\"$L9\\\",null,{}],\\\"templateStyles\\\":\\\"$undefined\\\",\\\"templateScripts\\\":\\\"$undefined\\\",\\\"notFound\\\":\\\"$undefined\\\",\\\"notFoundStyles\\\":\\\"$undefined\\\",\\\"styles\\\":[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"/_next/static/css/512bc4cbff012306.css\\\",\\\"precedence\\\":\\\"next\\\",\\\"crossOrigin\\\":\\\"$undefined\\\"}]]}]]},[null,\\\"$La\\\",null]],\\\"initialHead\\\":[false,\\\"$Lb\\\"],\\\"globalErrorComponent\\\":\\\"$c\\\",\\\"missingSlots\\\":\\\"$Wd\\\"}]]\\n\"])</script><script>self.__next_f.push([1,\"e:I[37388,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"GoogleTagManager\\\"]\\nf:I[85935,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"\\\"]\\n10:I[24840,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"\"])</script><script>self.__next_f.push([1,\"\\\"]\\n12:Td65,\"])</script><script>self.__next_f.push([1,\"{\\\"@context\\\":\\\"https://schema.org\\\",\\\"@graph\\\":[{\\\"@id\\\":\\\"https://www.cockroachlabs.com/#software\\\",\\\"@type\\\":\\\"WebApplication\\\",\\\"name\\\":\\\"CockroachDB\\\",\\\"alternateName\\\":\\\"CockroachDB Cloud\\\",\\\"applicationCategory\\\":\\\"DatabaseApplication\\\",\\\"applicationSubCategory\\\":\\\"Distributed SQL Database\\\",\\\"operatingSystem\\\":\\\"Cloud, Linux, Kubernetes, On-Premise\\\",\\\"description\\\":\\\"CockroachDB is a cloud-native, PostgreSQL-compatible distributed SQL database built for always-on, globally distributed applications. It delivers the consistency of relational databases, the scalability of NoSQL, and the simplicity of cloud - with elastic scale, zero downtime, and enterprise-gr"
},
"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": 48298,
"text": "<!DOCTYPE html><html 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><script>self.__next_f.push([1,\"1:HL[\\\"/_next/static/css/8cfbcc0a40d91ba0.css\\\",\\\"style\\\"]\\n0:\\\"$L2\\\"\\n\"])</script><script>self.__next_f.push([1,\"3:HL[\\\"/_next/static/css/512bc4cbff012306.css\\\",\\\"style\\\"]\\n\"])</script><script>self.__next_f.push([1,\"4:I[47690,[],\\\"\\\"]\\n7:I[5613,[],\\\"\\\"]\\n9:I[31778,[],\\\"\\\"]\\nc:I[48955,[],\\\"\\\"]\\n8:[\\\"slug\\\",\\\".well-known/oauth-authorization-server\\\",\\\"oc\\\"]\\nd:[]\\n\"])</script><script>self.__next_f.push([1,\"2:[[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"/_next/static/css/8cfbcc0a40d91ba0.css\\\",\\\"precedence\\\":\\\"next\\\",\\\"crossOrigin\\\":\\\"$undefined\\\"}]],[\\\"$\\\",\\\"$L4\\\",null,{\\\"buildId\\\":\\\"rbeQJ1T4EswlBsEYM4i1R\\\",\\\"assetPrefix\\\":\\\"\\\",\\\"initialCanonicalUrl\\\":\\\"/.well-known/oauth-authorization-server\\\",\\\"initialTree\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-authorization-server\\\",\\\"oc\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{}]}]},\\\"$undefined\\\",\\\"$undefined\\\",true],\\\"initialSeedData\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-authorization-server\\\",\\\"oc\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{},[\\\"$L5\\\",\\\"$L6\\\",null]]},[\\\"$\\\",\\\"$L7\\\",null,{\\\"parallelRouterKey\\\":\\\"children\\\",\\\"segmentPath\\\":[\\\"children\\\",\\\"$8\\\",\\\"children\\\"],\\\"loading\\\":\\\"$undefined\\\",\\\"loadingStyles\\\":\\\"$undefined\\\",\\\"loadingScripts\\\":\\\"$undefined\\\",\\\"hasLoading\\\":false,\\\"error\\\":\\\"$undefined\\\",\\\"errorStyles\\\":\\\"$undefined\\\",\\\"errorScripts\\\":\\\"$undefined\\\",\\\"template\\\":[\\\"$\\\",\\\"$L9\\\",null,{}],\\\"templateStyles\\\":\\\"$undefined\\\",\\\"templateScripts\\\":\\\"$undefined\\\",\\\"notFound\\\":\\\"$undefined\\\",\\\"notFoundStyles\\\":\\\"$undefined\\\",\\\"styles\\\":[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"/_next/static/css/512bc4cbff012306.css\\\",\\\"precedence\\\":\\\"next\\\",\\\"crossOrigin\\\":\\\"$undefined\\\"}]]}]]},[null,\\\"$La\\\",null]],\\\"initialHead\\\":[false,\\\"$Lb\\\"],\\\"globalErrorComponent\\\":\\\"$c\\\",\\\"missingSlots\\\":\\\"$Wd\\\"}]]\\n\"])</script><script>self.__next_f.push([1,\"e:I[37388,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"GoogleTagManager\\\"]\\nf:I[85935,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"\\\"]\\n10:I[24840,[\\\"7894\\\",\\\"static/chunks/7894-065e7ecb97011df2.js\\\",\\\"2779\\\",\\\"static/chunks/2779-6a99989cdebd8044.js\\\",\\\"3185\\\",\\\"static/chunks/app/layout-9e9b733f98268321.js\\\"],\\\"\"])</script><script>self.__next_f.push([1,\"\\\"]\\n12:Td65,\"])</script><script>self.__next_f.push([1,\"{\\\"@context\\\":\\\"https://schema.org\\\",\\\"@graph\\\":[{\\\"@id\\\":\\\"https://www.cockroachlabs.com/#software\\\",\\\"@type\\\":\\\"WebApplication\\\",\\\"name\\\":\\\"CockroachDB\\\",\\\"alternateName\\\":\\\"CockroachDB Cloud\\\",\\\"applicationCategory\\\":\\\"DatabaseApplication\\\",\\\"applicationSubCategory\\\":\\\"Distributed SQL Database\\\",\\\"operatingSystem\\\":\\\"Cloud, Linux, Kubernetes, On-Premise\\\",\\\"description\\\":\\\"CockroachDB is a cloud-native, PostgreSQL-compatible distributed SQL database built for always-on, globally distributed applications. It delivers the consistency of relational databases, the scalability of NoSQL, and the simplicity of cloud - with elastic scale, zero downtime, and enter"
}
},
"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": "sign 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": 48262
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 48298
}
]
},
"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": "sign 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 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/webpack-5cc9d36fcd715b23.js\"/><script src=\"/_next/static/chunks/fd9d1056-b14ca78c6b7f89f6.js\" async=\"\"></script><script src=\"/_next/static/chunks/8069-b2b9ba81e4d52617.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-42e7b2ddb0d56f6e.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><script src=\"/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"/_next/static/chunks/webpack-5cc9d36fcd715b23.js\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><s"
},
"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.cockroachlabs.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.cockroachlabs.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.cockroachlabs.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.cockroachlabs.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": "sign 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 AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
Check name
Elements with visible text labels do not have matching accessible names.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch)."
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 link found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "1 link found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 210 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 210 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 10,045 KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 10,045 KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 10286520
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 55 KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 55 KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
12 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
51/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40 ms",
"numericValue": 42.026085
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "880 ms",
"numericValue": 875
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "1,680 ms",
"numericValue": 1679.999999999999
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 94,
"displayValue": "1.0 s",
"numericValue": 1027.5044028701964
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 40 ms",
"numericValue": 44
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 8,
"displayValue": "4.2 s",
"numericValue": 4153.492114949487
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.3 s",
"numericValue": 302.0044028701965
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 2,
"displayValue": "11.1 s",
"numericValue": 11121.42396234649
}
]
}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 |
|---|---|---|---|
| 53/100 | Level 3, Bot-Aware | Current report |