Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 43 out of 100
- Agent Ease of Use 4 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 79 out of 100
- SEO 85 out of 100
- Performance and Accessibility 46 out of 100
What AI sees of your website
Docker: Accelerated Container Application Development
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Next step
Turn this report into a fix workflow
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 43 | Priority fix | 7 | 15 | 1 | View details |
| Discoverability | 71 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 46 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 4 | Priority fix | 4 | 24 | 2 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 79 | Mostly ready | 6 | 0 | 14 | |
| GEO Readiness | 85 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 85 | Mostly ready | 3 | 0 | 4 | |
| AEO Readiness | 67 | Needs work | 1 | 0 | 6 | |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 46 | Priority fix | 21 | 4 | 2 | View details |
| Performance | 25 | Priority fix | 9 | 3 | 2 | View details |
| Accessibility | 84 | Mostly ready | 12 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
46 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 403,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\"\n \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html>\n <head>\n <title>403 Forbidden</title>\n </head>\n <body>\n <h1>Error 403 Forbidden</h1>\n <p>Forbidden</p>\n <h3>Error 54113</h3>\n <p>Details: cache-bom-vanm7210049-BOM 1780639690 4116077565</p>\n <hr>\n <p>Varnish cache server</p>\n </body>\n</html>\n"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"Corporation",
"VideoObject",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://www.docker.com/wp-json/",
"rel": "https://api.w.org/",
"type": "application/json"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
},
{
"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-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_flags:[\"soft_nav\"],distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:\"1386242466\",accountID:\"6399396\",trustKey:\"6399396\",xpid:\"UgUOWFVaDhABVlRWBgMEVVMI\",licenseKey:\"NRJS-27f33ade91093c8b2a2\",applicationID:\"1254123379\",browserID:\"1386242466\"};;/*! For license information please see nr-loader-spa-1.316.0.min.js.LICENSE.txt */\n(()=>{var e,t,r={384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>a,Zm:()=>c,bQ:()=>u,dV:()=>d,pV:()=>l});var n=r(6154),i=r(1863),s=r(944),o=r(1910);const a={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-dat"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234892
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 235271
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234884
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent 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": 234879
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234531
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding, X-Language-Locale, Cookie, Cookie".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding, X-Language-Locale, Cookie, Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, X-Language-Locale, Cookie, Cookie\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 39956,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en-US\" prefix=\"og: https://ogp.me/ns#\">\n<head>\n\t<meta charset=\"UTF-8\" /><script type=\"text/javascript\">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.nr-data.net\"]},feature_",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 166607
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: invalid h1 (found 2); skipped heading levels; 1 links missing accessible names; 4 buttons missing accessible names; 0/2 applicable form inputs have autocomplete attributes (2 missing); missing alt text on >10% of images.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": false,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a href=\"/\" class=\"logo\"> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" xmlns:serif=\"http://www.serif.com/\" width=\"38\" height=\"30\" viewBox=\"0 0 38 30\" version=\"1.1\" xml:space=\"preserve\" style=\"fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;\"><g><clipPath id=\"_clip1\"><rect x=\"0\" y=\"-0.018\" width=\"140\" height=\"30.018\"/></clipPath><g clip-path=\"url(#_clip1)\"><path d=\"M37.413,12.315c-0.933,-0.627 -3.382,-0.896 -5.163,-0.415c-0.097,-"
],
"inaccessibleButtons": [
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0003\" aria-labelledby=\"ot-header-id-C0003\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0001\" aria-labelledby=\"ot-header-id-C0001\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0002\" aria-labelledby=\"ot-header-id-C0002\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0004\" aria-labelledby=\"ot-header-id-C0004\"></button>"
],
"missingAutocompleteInputs": [
"<input class=\"wp-block-search__input sl-search-input\" id=\"wp-block-search__input-1\" placeholder value type=\"search\" name=\"s\" required>",
"<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search…\" aria-label=\"Cookie list search\">"
],
"imagesMissingAlt": [
"<img src=\"https://t.co/i/adsct?bci=3&dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&eci=2&event_id=96250d3b-1f28-49d5-9ba2-cb8b54bb65fb&events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&integration=advertiser&p_id=Twitter&p_user_id=0&pl_id=76f915a3-8759-49f6-a8b6-8a8e8be10a9f&pt=Docker%3A%20Accelerated%20Container%20Application%20Development&tw_document_href=https%3A%2F%2Fwww.docker.com%2F&tw_i",
"<img src=\"https://analytics.twitter.com/i/adsct?bci=3&dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&eci=2&event_id=96250d3b-1f28-49d5-9ba2-cb8b54bb65fb&events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&integration=advertiser&p_id=Twitter&p_user_id=0&pl_id=76f915a3-8759-49f6-a8b6-8a8e8be10a9f&pt=Docker%3A%20Accelerated%20Container%20Application%20Development&tw_document_href=https%3A%2F%2Fwww.docke"
],
"skippedHeadingLevels": [
"h4: Docker Desktop",
"h4: Docker Engine + Kubernetes",
"h4: Docker Hub",
"h4: Docker Scout",
"h4: Docker Debug",
"h4: 1 user",
"h4: 1 Docker Scout-enabled repo*",
"h4: 100 Docker Hub pulls/hr*",
"h4: 1 private Docker Hub repo",
"h4: Docker Build Cloud and Testcontainers Cloud free trial",
"h4: Docker Build Cloud",
"h4: Testcontainers Cloud",
"h4: Synchronized File Shares",
"h4: Visibility into Docker Scout health scores",
"h4: 5 business day support response",
"h4: 1 user",
"h4: 2 Docker Scout-enabled repos",
"h4: Unlimited Docker Hub pull rate",
"h4: 200 Docker Build Cloud build minutes**",
"h4: 100 Testcontainers Cloud runtime minutes**",
"h4: Add users in bulk",
"h4: Audit logs",
"h4: Docker Hub role-based access control",
"h4: 2 business day support response",
"h4: Up to 100 users",
"h4: Unlimited Docker Scout-enabled repos",
"h4: Unlimited Docker Hub pull rate",
"h4: Unlimited private Docker Hub repos",
"h4: 500 Docker Build Cloud build minutes**",
"h4: 500 Testcontainers Cloud runtime minutes**",
"h4: 10 Organization access tokens",
"h4: 1 Docker Hub organization",
"h4: Hardened Docker Desktop",
"h4: Single Sign-On (SSO)",
"h4: SCIM user provisioning",
"h4: Image and Registry Access Management",
"h4: Desktop Insights Dashboard",
"h4: Enhanced container Isolation (ECI)",
"h4: Purchase via invoice",
"h4: 1 business day support response",
"h4: No user cap",
"h4: Unlimited Docker Scout-enabled repos",
"h4: Unlimited Docker Hub pull rate",
"h4: Unlimited private Docker Hub repos",
"h4: 1,500 Docker Build Cloud build minutes**",
"h4: 1,500 Testcontainers Cloud runtime minutes**",
"h4: 100 Organization access tokens",
"h4: Unlimited Docker Hub organizations***",
"h2: Docker Hardened Images (DHI)",
"h1: Accelerate agent adoption, safely.",
"h4: Docker Sandboxes",
"h4: Docker AI Governance",
"h4: Docker Hardened Images",
"h2: Invisible to developers.Total control for security.",
"h3: Your laptop. One command.",
"h3: Your console. Zero checks.",
"h2: The runtime underevery agent",
"h3: Isolation you can trust",
"h3: Nothing to rip and replace",
"h3: Start local. Scale anywhere.",
"h3: No lock-in. Ever.",
"h2: Unlock the Autonomy of Agents, Safely",
"h4: Lower cost through trusted autonomy.",
"h4: Ship faster. Without the breach.",
"h4: Compliant by default.",
"h2: From the company that secured the developer laptop for the enterprise.",
"h2: 0%",
"h2: 0B+",
"h2: 0M+",
"h1: Docker Desktop",
"h2: Build better, together",
"h2: Products",
"h2: Features",
"h2: Developers",
"h2: Pricing",
"h2: Company",
"h2: Languages",
"h2: Privacy Preference Center",
"h3: Manage Consent Preferences",
"h4: Functional Cookies",
"h4: Strictly Necessary Cookies",
"h4: Performance Cookies",
"h4: Targeting Cookies",
"h3: Cookie List"
]
},
"counts": {
"h1": 2,
"headings": 84,
"links": 115,
"inaccessibleLinks": 1,
"buttons": 20,
"inaccessibleButtons": 4,
"images": 12,
"imagesWithAlt": 10,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 2
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234884
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 166607
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<input name="s"> is missing tool-param-description.<input name="ot-group-id-C0003"> is missing tool-param-description.<input name="ot-group-id-C0002"> is missing tool-param-description.<input name="ot-group-id-C0004"> is missing tool-param-description.<input name="vendor-search-handler"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<textarea name="g-recaptcha-response"> is missing a label.<textarea name="g-recaptcha-response"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 145,
"interactiveWithTags": 0,
"totalCount": 146,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 18,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"s\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0003\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0002\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0004\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> is missing a label."
},
{
"type": "code",
"value": "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 145,
"interactiveWithTags": 0,
"totalCount": 146,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 145,
"interactiveWithTags": 0,
"totalCount": 146,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<textarea name=\"g-recaptcha-response\"> is missing a label.",
"<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2025-04-09T11:34:04-07:00",
"2026-06-03T14:53:54-07:00",
"2025-04-09T18:34:04+00:00",
"2026-05-19T20:18:49+00:00",
"2025-12-17T01:22:26+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.docker.com/blog/why-microvms-the-architecture-behind-docker-sandboxes/",
"text": "Docker Sandboxes MicroVM isolation for every agent session. Network and filesystem locked down at the runtime. Read more about our approach",
"html": "<a href=\"https://www.docker.com/blog/why-microvms-the-architecture-behind-docker-sandboxes/ \" class=\"wp-block-ponyo-carlos carlos-style__padding fade-in post-type__page visible\" id=\"dkr_read-more-about-our-approach-89837\"> <div class=\"image-container\"> <div class=\"wp-block-ponyo-image\"> <img decoding=\"async\" width=\"523\" height=\"523\" src=\"https://www.docker.com/app/uploads/2026/06/home-sandboxes.png\" class=\"fade-in visible\" alt=\"home\" srcset=\"https://www.docker.com/app/uploads/2026/06/home-san..."
},
{
"href": "/company/",
"text": "About Us",
"html": "<a href=\"/company/\">About Us</a>"
},
{
"href": "/company/newsroom/",
"text": "Newsroom",
"html": "<a href=\"/company/newsroom/\">Newsroom</a>"
},
{
"href": "/company/newsroom/media-resources/",
"text": "Brand Guidelines",
"html": "<a href=\"/company/newsroom/media-resources/\">Brand Guidelines</a>"
},
{
"href": "/company/contact/",
"text": "Contact Us",
"html": "<a href=\"/company/contact/\">Contact Us</a>"
},
{
"href": "https://www.linkedin.com/company/docker",
"text": ".cls-1{fill:var(--iconColor, #1d63ed);}",
"html": "<a href=\"https://www.linkedin.com/company/docker\" target=\"_blank\" rel=\"noopener\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 29 29\"><defs><style>.cls-1{fill:var(--iconColor, #1d63ed);}</style></defs><g id=\"Layer_2\" data-name=\"Layer 2\"><g id=\"Layer_1-2\" data-name=\"Layer 1\"><path class=\"cls-1\" d=\"M14.5,0A14.5,14.5,0,1,0,29,14.5,14.5,14.5,0,0,0,14.5,0ZM10.86,20.19H8.31V12h2.55Zm-.23-9.75a1.48,1.48,0,0,1-1.05.44,1.44,1.44,0,0,1-.82-.25,1.47,1.47,0,0,1-.24-2.27A1.4..."
}
],
"contactLinks": [
{
"href": "/support/",
"text": "Support",
"html": "<a href=\"/support/\" class=\"toggle wp-block-navigation-item__content\"> <span class=\"toggle-label\"> Support </span> <span class=\"toggle-icon wp-block-navigation__submenu-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 12 12\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M1.50002 4L6.00002 8L10.5 4\" stroke-width=\"1.5\"/> </svg> </span> </a>"
},
{
"href": "/resources/",
"text": "Resources Search a library of helpful materials",
"html": "<a href=\"/resources/\"> <div class=\"wp-block-ponyo-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path opacity=\"0.4\" d=\"M4 9.5V16.3066C4 16.6785 4 16.8645 4.05802 17.0273C4.10931 17.1712 4.1929 17.3015 4.30238 17.4081C4.42621 17.5287 4.59527 17.6062 4.93335 17.7611L11.3334 20.6945C11.5786 20.8069 11.7012 20.8631 11.8289 20.8852C11.9421 20.9049 12.0579 20.9049 12.1711 20.8852C12.2988 20.8631 12.4214 20.8069 12.6666 20.6945L19.0666 17.7611C..."
},
{
"href": "/community/get-involved/developer-preview/",
"text": "Preview Program Help shape the future of Docker",
"html": "<a href=\"/community/get-involved/developer-preview/\"> <div class=\"wp-block-ponyo-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path opacity=\"0.4\" d=\"M2.41973 12.7132C2.28354 12.4975 2.21545 12.3897 2.17733 12.2234C2.1487 12.0985 2.1487 11.9015 2.17733 11.7766C2.21545 11.6103 2.28354 11.5025 2.41973 11.2868C3.54513 9.50484 6.895 5 12 5C17.105 5 20.4549 9.50484 21.5803 11.2868C21.7165 11.5025 21.7846 11.6103 21.8227 11.7766C21.8513 11.901..."
},
{
"href": "/pricing/contact-sales/",
"text": "Contact sales",
"html": "<a class=\"wp-block-ponyo-button button-style__primary button-size__large \" id=\"dkr_nav_card_business_contact\" href=\"/pricing/contact-sales/\"> Contact sales </a>"
},
{
"href": "/pricing/contact-sales/",
"text": "Contact sales",
"html": "<a class=\"wp-block-ponyo-button button-style__primary button-size__large \" id=\"dkr_nav_card_business_contact\" href=\"/pricing/contact-sales/\"> Contact sales </a>"
},
{
"href": "/pricing/premium-support-tam/",
"text": "Premium Support and TAM",
"html": "<a href=\"/pricing/premium-support-tam/\">Premium Support and TAM</a>"
},
{
"href": "/pricing/contact-sales/",
"text": "Contact Sales",
"html": "<a href=\"/pricing/contact-sales/\">Contact Sales</a>"
},
{
"href": "/company/contact/",
"text": "Contact Us",
"html": "<a href=\"/company/contact/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "/legal/docker-terms-service",
"text": "Terms of Service",
"html": "<a class=\"wp-block-ponyo-felix\" id=\"dkr_foot_TOS\" href=\"/legal/docker-terms-service\">Terms of Service</a>"
},
{
"href": "/legal/privacy",
"text": "Privacy",
"html": "<a class=\"wp-block-ponyo-felix\" id=\"dkr_foot_privacy\" href=\"/legal/privacy\">Privacy</a>"
}
],
"score": 60,
"weight": 20
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
6 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
75/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": null,
"schemaDates": [
"2026-06-03T14:53:54-07:00",
"2025-04-09T11:34:04-07:00",
"2025-04-09T18:34:04+00:00",
"2026-05-19T20:18:49+00:00",
"2026-05-19T20:18:49+00:00",
"2026-05-19T20:18:49+00:00",
"2025-04-09T18:34:04+00:00",
"2025-12-17T01:22:26+00:00"
],
"metaDateCount": 2,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 24,
"passing": 1,
"failing": [
{
"heading": "Docker Hardened Images (DHI)",
"headingHtml": "<h2 class=\"axon-heading text-3xl\"> Docker Hardened Images (DHI) </h2>",
"firstParagraph": "Secure, minimal container images for every team, free with enterprise features, if needed.",
"paragraphHtml": "<p>Secure, minimal container images for every team, free with enterprise features, if needed.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Invisible to developers.Total control for security.",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Invisible to developers.<br>Total control for security. </h2>",
"firstParagraph": "Developer view",
"paragraphHtml": "<p class=\"split-card__eyebrow\"> <span class=\"split-card__icon\" aria-hidden=\"true\"> <svg viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path opacity=\"0.4\" d=\"M5.33334 4L1.33334 8L5.33334 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M10.6667 12L14.6667 8L10.6667 4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> </svg> </span> Developer view </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Your laptop. One command.",
"headingHtml": "<h3 class=\"split-card__title\">Your laptop. One command.</h3>",
"firstParagraph": "Governance console",
"paragraphHtml": "<p class=\"split-card__eyebrow split-card__eyebrow--on-dark\"> <span class=\"split-card__icon\" aria-hidden=\"true\"> <svg viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path opacity=\"0.45\" d=\"M7.53469 14.4099C7.68229 14.496 7.75608 14.5391 7.86023 14.5614C7.94106 14.5787 8.05898 14.5787 8.13981 14.5614C8.24396 14.5391 8.31775 14.496 8.46535 14.4099C9.76405 13.6523 13.3334 11.2723 13.3334 8V4.81173C13.3334 4.27872 13.3334 4.01222 13.2462 3.78313C13.1692 3.58076 13.044 3.40018...",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Your console. Zero checks.",
"headingHtml": "<h3 class=\"split-card__title split-card__title--on-dark\">Your console. <span class=\"split-card__num\">Zero</span> <span class=\"split-card__noun\">checks</span>.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The runtime underevery agent",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> The runtime under<br>every agent </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Nothing to rip and replace",
"headingHtml": "<h3 class=\"runtime-card__title\">Nothing to rip and replace</h3>",
"firstParagraph": "Your images, registries, and CI already power your AI stack. No new ecosystem. No migration. The trust chain extends to agents on the same rails.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Your images, registries, and CI already power your AI stack. No new ecosystem. No migration. The trust chain extends to agents on the same rails. </p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Start local. Scale anywhere.",
"headingHtml": "<h3 class=\"runtime-card__title\">Start local. Scale anywhere.</h3>",
"firstParagraph": "Agents start where developers work, on the laptop. Docker has always been that environment. Now it's purpose-built for what runs on it.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Agents start where developers work, on the laptop. Docker has always been that environment. Now it's purpose-built for what runs on it. </p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "No lock-in. Ever.",
"headingHtml": "<h3 class=\"runtime-card__title\">No lock-in. Ever.</h3>",
"firstParagraph": "Open standards from day one. OCI, open runtimes, open tooling. That's not changing for agents.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Open standards from day one. OCI, open runtimes, open tooling. That's not changing for agents. </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Unlock the Autonomy of Agents, Safely",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Unlock the Autonomy of Agents, Safely </h2>",
"firstParagraph": "Autonomy only saves money when agents can be trusted to act alone. Built-in isolation, signed components, and runtime policy mean agents do the work, and you don't pay for the cleanup.",
"paragraphHtml": "<p>Autonomy only saves money when agents can be trusted to act alone. Built-in isolation, signed components, and runtime policy mean agents do the work, and you don't pay for the cleanup.</p>",
"words": 31,
"direct": false,
"issue": "First paragraph is 31 words and does not look like a concise direct answer."
},
{
"heading": "From the company that secured the developer laptop for the enterprise.",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-xl\"> From the company that secured the developer laptop for the enterprise. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "0%",
"headingHtml": "<h2>0%</h2>",
"firstParagraph": "of the Fortune 100already run on Docker",
"paragraphHtml": "<p class=\"description\">of the Fortune 100<br>already run on Docker</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "0B+",
"headingHtml": "<h2>0B+</h2>",
"firstParagraph": "pulls a month onDocker Hub",
"paragraphHtml": "<p class=\"description\">pulls a month on<br>Docker Hub</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "0M+",
"headingHtml": "<h2>0M+</h2>",
"firstParagraph": "developers build onDocker every day",
"paragraphHtml": "<p class=\"description\">developers build on<br>Docker every day</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Build better, together",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-2xl\"> Build better, together </h2>",
"firstParagraph": "",
"paragraphHtml": "<p></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Products",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Products </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Features",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Features </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developers",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Developers </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Pricing",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Pricing </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Company </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Languages",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Languages </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Privacy Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Manage Consent Preferences",
"headingHtml": "<h3 id=\"ot-category-title\"> Manage Consent Preferences</h3>",
"firstParagraph": "These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.",
"paragraphHtml": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.</p>",
"words": 48,
"direct": false,
"issue": "First paragraph is 48 words and does not look like a concise direct answer."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 16,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2025-04-09T11:34:04-07:00",
"2026-06-03T14:53:54-07:00",
"2025-04-09T18:34:04+00:00",
"2026-05-19T20:18:49+00:00",
"2025-12-17T01:22:26+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.docker.com/blog/why-microvms-the-architecture-behind-docker-sandboxes/",
"text": "Docker Sandboxes MicroVM isolation for every agent session. Network and filesystem locked down at the runtime. Read more about our approach",
"html": "<a href=\"https://www.docker.com/blog/why-microvms-the-architecture-behind-docker-sandboxes/ \" class=\"wp-block-ponyo-carlos carlos-style__padding fade-in post-type__page visible\" id=\"dkr_read-more-about-our-approach-89837\"> <div class=\"image-container\"> <div class=\"wp-block-ponyo-image\"> <img decoding=\"async\" width=\"523\" height=\"523\" src=\"https://www.docker.com/app/uploads/2026/06/home-sandboxes.png\" class=\"fade-in visible\" alt=\"home\" srcset=\"https://www.docker.com/app/uploads/2026/06/home-san..."
},
{
"href": "/company/",
"text": "About Us",
"html": "<a href=\"/company/\">About Us</a>"
},
{
"href": "/company/newsroom/",
"text": "Newsroom",
"html": "<a href=\"/company/newsroom/\">Newsroom</a>"
},
{
"href": "/company/newsroom/media-resources/",
"text": "Brand Guidelines",
"html": "<a href=\"/company/newsroom/media-resources/\">Brand Guidelines</a>"
},
{
"href": "/company/contact/",
"text": "Contact Us",
"html": "<a href=\"/company/contact/\">Contact Us</a>"
},
{
"href": "https://www.linkedin.com/company/docker",
"text": ".cls-1{fill:var(--iconColor, #1d63ed);}",
"html": "<a href=\"https://www.linkedin.com/company/docker\" target=\"_blank\" rel=\"noopener\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 29 29\"><defs><style>.cls-1{fill:var(--iconColor, #1d63ed);}</style></defs><g id=\"Layer_2\" data-name=\"Layer 2\"><g id=\"Layer_1-2\" data-name=\"Layer 1\"><path class=\"cls-1\" d=\"M14.5,0A14.5,14.5,0,1,0,29,14.5,14.5,14.5,0,0,0,14.5,0ZM10.86,20.19H8.31V12h2.55Zm-.23-9.75a1.48,1.48,0,0,1-1.05.44,1.44,1.44,0,0,1-.82-.25,1.47,1.47,0,0,1-.24-2.27A1.4..."
}
],
"contactLinks": [
{
"href": "/support/",
"text": "Support",
"html": "<a href=\"/support/\" class=\"toggle wp-block-navigation-item__content\"> <span class=\"toggle-label\"> Support </span> <span class=\"toggle-icon wp-block-navigation__submenu-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 12 12\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M1.50002 4L6.00002 8L10.5 4\" stroke-width=\"1.5\"/> </svg> </span> </a>"
},
{
"href": "/resources/",
"text": "Resources Search a library of helpful materials",
"html": "<a href=\"/resources/\"> <div class=\"wp-block-ponyo-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path opacity=\"0.4\" d=\"M4 9.5V16.3066C4 16.6785 4 16.8645 4.05802 17.0273C4.10931 17.1712 4.1929 17.3015 4.30238 17.4081C4.42621 17.5287 4.59527 17.6062 4.93335 17.7611L11.3334 20.6945C11.5786 20.8069 11.7012 20.8631 11.8289 20.8852C11.9421 20.9049 12.0579 20.9049 12.1711 20.8852C12.2988 20.8631 12.4214 20.8069 12.6666 20.6945L19.0666 17.7611C..."
},
{
"href": "/community/get-involved/developer-preview/",
"text": "Preview Program Help shape the future of Docker",
"html": "<a href=\"/community/get-involved/developer-preview/\"> <div class=\"wp-block-ponyo-icon\"> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path opacity=\"0.4\" d=\"M2.41973 12.7132C2.28354 12.4975 2.21545 12.3897 2.17733 12.2234C2.1487 12.0985 2.1487 11.9015 2.17733 11.7766C2.21545 11.6103 2.28354 11.5025 2.41973 11.2868C3.54513 9.50484 6.895 5 12 5C17.105 5 20.4549 9.50484 21.5803 11.2868C21.7165 11.5025 21.7846 11.6103 21.8227 11.7766C21.8513 11.901..."
},
{
"href": "/pricing/contact-sales/",
"text": "Contact sales",
"html": "<a class=\"wp-block-ponyo-button button-style__primary button-size__large \" id=\"dkr_nav_card_business_contact\" href=\"/pricing/contact-sales/\"> Contact sales </a>"
},
{
"href": "/pricing/contact-sales/",
"text": "Contact sales",
"html": "<a class=\"wp-block-ponyo-button button-style__primary button-size__large \" id=\"dkr_nav_card_business_contact\" href=\"/pricing/contact-sales/\"> Contact sales </a>"
},
{
"href": "/pricing/premium-support-tam/",
"text": "Premium Support and TAM",
"html": "<a href=\"/pricing/premium-support-tam/\">Premium Support and TAM</a>"
},
{
"href": "/pricing/contact-sales/",
"text": "Contact Sales",
"html": "<a href=\"/pricing/contact-sales/\">Contact Sales</a>"
},
{
"href": "/company/contact/",
"text": "Contact Us",
"html": "<a href=\"/company/contact/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "/legal/docker-terms-service",
"text": "Terms of Service",
"html": "<a class=\"wp-block-ponyo-felix\" id=\"dkr_foot_TOS\" href=\"/legal/docker-terms-service\">Terms of Service</a>"
},
{
"href": "/legal/privacy",
"text": "Privacy",
"html": "<a class=\"wp-block-ponyo-felix\" id=\"dkr_foot_privacy\" href=\"/legal/privacy\">Privacy</a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: accelerated, application, development, accelerate, agent, adoption, safely.
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
77/100
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 77/100 and needs improvement.
Evidence
{
"title": "Docker: Accelerated Container Application Development",
"h1": "Accelerate agent adoption, safely.",
"description": "Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code.",
"topicOverlap": 0.2222222222222222,
"topicTerms": [
"docker",
"accelerated",
"container",
"application",
"development",
"accelerate",
"agent",
"adoption",
"safely"
],
"descriptionTerms": [
"docker",
"platform",
"designed",
"help",
"developers",
"build",
"share",
"run",
"container",
"applications",
"handle",
"tedious",
"setup",
"focus",
"code"
],
"missingFromDescription": [
"accelerated",
"application",
"development",
"accelerate",
"agent",
"adoption",
"safely"
],
"score": 77,
"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
4 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": 4,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 21,
"heading": "H4: Functional Cookies",
"text": "These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.",
"words": 48,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (48 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.</p>"
},
{
"index": 22,
"heading": "H4: Strictly Necessary Cookies",
"text": "These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store a...",
"words": 80,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0001\">These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store any personally i..."
},
{
"index": 23,
"heading": "H4: Performance Cookies",
"text": "These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor...",
"words": 78,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (78 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0002\">These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance..."
},
{
"index": 24,
"heading": "H4: Targeting Cookies",
"text": "These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.",
"words": 65,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (65 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0004\">These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 24,
"passing": 1,
"failing": [
{
"heading": "Docker Hardened Images (DHI)",
"headingHtml": "<h2 class=\"axon-heading text-3xl\"> Docker Hardened Images (DHI) </h2>",
"firstParagraph": "Secure, minimal container images for every team, free with enterprise features, if needed.",
"paragraphHtml": "<p>Secure, minimal container images for every team, free with enterprise features, if needed.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Invisible to developers.Total control for security.",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Invisible to developers.<br>Total control for security. </h2>",
"firstParagraph": "Developer view",
"paragraphHtml": "<p class=\"split-card__eyebrow\"> <span class=\"split-card__icon\" aria-hidden=\"true\"> <svg viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path opacity=\"0.4\" d=\"M5.33334 4L1.33334 8L5.33334 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M10.6667 12L14.6667 8L10.6667 4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> </svg> </span> Developer view </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Your laptop. One command.",
"headingHtml": "<h3 class=\"split-card__title\">Your laptop. One command.</h3>",
"firstParagraph": "Governance console",
"paragraphHtml": "<p class=\"split-card__eyebrow split-card__eyebrow--on-dark\"> <span class=\"split-card__icon\" aria-hidden=\"true\"> <svg viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path opacity=\"0.45\" d=\"M7.53469 14.4099C7.68229 14.496 7.75608 14.5391 7.86023 14.5614C7.94106 14.5787 8.05898 14.5787 8.13981 14.5614C8.24396 14.5391 8.31775 14.496 8.46535 14.4099C9.76405 13.6523 13.3334 11.2723 13.3334 8V4.81173C13.3334 4.27872 13.3334 4.01222 13.2462 3.78313C13.1692 3.58076 13.044 3.40018...",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Your console. Zero checks.",
"headingHtml": "<h3 class=\"split-card__title split-card__title--on-dark\">Your console. <span class=\"split-card__num\">Zero</span> <span class=\"split-card__noun\">checks</span>.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The runtime underevery agent",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> The runtime under<br>every agent </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Nothing to rip and replace",
"headingHtml": "<h3 class=\"runtime-card__title\">Nothing to rip and replace</h3>",
"firstParagraph": "Your images, registries, and CI already power your AI stack. No new ecosystem. No migration. The trust chain extends to agents on the same rails.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Your images, registries, and CI already power your AI stack. No new ecosystem. No migration. The trust chain extends to agents on the same rails. </p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Start local. Scale anywhere.",
"headingHtml": "<h3 class=\"runtime-card__title\">Start local. Scale anywhere.</h3>",
"firstParagraph": "Agents start where developers work, on the laptop. Docker has always been that environment. Now it's purpose-built for what runs on it.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Agents start where developers work, on the laptop. Docker has always been that environment. Now it's purpose-built for what runs on it. </p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "No lock-in. Ever.",
"headingHtml": "<h3 class=\"runtime-card__title\">No lock-in. Ever.</h3>",
"firstParagraph": "Open standards from day one. OCI, open runtimes, open tooling. That's not changing for agents.",
"paragraphHtml": "<p class=\"runtime-card__desc\"> Open standards from day one. OCI, open runtimes, open tooling. That's not changing for agents. </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Unlock the Autonomy of Agents, Safely",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Unlock the Autonomy of Agents, Safely </h2>",
"firstParagraph": "Autonomy only saves money when agents can be trusted to act alone. Built-in isolation, signed components, and runtime policy mean agents do the work, and you don't pay for the cleanup.",
"paragraphHtml": "<p>Autonomy only saves money when agents can be trusted to act alone. Built-in isolation, signed components, and runtime policy mean agents do the work, and you don't pay for the cleanup.</p>",
"words": 31,
"direct": false,
"issue": "First paragraph is 31 words and does not look like a concise direct answer."
},
{
"heading": "From the company that secured the developer laptop for the enterprise.",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-xl\"> From the company that secured the developer laptop for the enterprise. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "0%",
"headingHtml": "<h2>0%</h2>",
"firstParagraph": "of the Fortune 100already run on Docker",
"paragraphHtml": "<p class=\"description\">of the Fortune 100<br>already run on Docker</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "0B+",
"headingHtml": "<h2>0B+</h2>",
"firstParagraph": "pulls a month onDocker Hub",
"paragraphHtml": "<p class=\"description\">pulls a month on<br>Docker Hub</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "0M+",
"headingHtml": "<h2>0M+</h2>",
"firstParagraph": "developers build onDocker every day",
"paragraphHtml": "<p class=\"description\">developers build on<br>Docker every day</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Build better, together",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-2xl\"> Build better, together </h2>",
"firstParagraph": "",
"paragraphHtml": "<p></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Products",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Products </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Features",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Features </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developers",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Developers </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Pricing",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Pricing </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Company </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Languages",
"headingHtml": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Languages </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Privacy Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Manage Consent Preferences",
"headingHtml": "<h3 id=\"ot-category-title\"> Manage Consent Preferences</h3>",
"firstParagraph": "These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.",
"paragraphHtml": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.</p>",
"words": 48,
"direct": false,
"issue": "First paragraph is 48 words and does not look like a concise direct answer."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes. 3 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 75/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1713,
"htmlBytes": 608008,
"imagesMissingDimensions": [
{
"src": "https://www.docker.com/app/uploads/2024/01/icon-new.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" style=\"height:18px; margin-top:9px;\" src=\"https://www.docker.com/app/uploads/2024/01/icon-new.svg\" alt>"
},
{
"src": "https://cdn.cookielaw.org/logos/static/ot_company_logo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/static/ot_company_logo.png\">"
},
{
"src": "https://cdn.cookielaw.org/logos/static/powered_by_logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Powered by Onetrust\" src=\"https://cdn.cookielaw.org/logos/static/powered_by_logo.svg\" title=\"Powered by OneTrust Opens in a new Tab\">"
}
],
"possibleDialogs": [
"<div role=\"alertdialog\" aria-describedby=\"onetrust-policy-text\" aria-label=\"Privacy\"><div class=\"ot-sdk-container\"><div class=\"ot-sdk-row\"><div id=\"onetrust-group-container\" class=\"ot-sdk-eight ot-sdk-columns\"><div class=\"banner_logo\"></div><div id=\"onetrust-policy\"><div id=\"onetrust-policy-text\">By clicking “Accept All Cookies”, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. </div></div></d...",
"<div role=\"alertdialog\" aria-modal=\"true\" aria-describedby=\"ot-pc-desc\" style=\"height: 100%;\" aria-label=\"Privacy Preference Center\"><!-- Close Button --><div class=\"ot-pc-header\"><!-- Logo Tag --><div class=\"ot-pc-logo\" role=\"img\" aria-label=\"Company Logo\"><img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/static/ot_company_logo.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close\" style=\"background-image: url("https://cdn.cookielaw.org/logos/st...",
"<section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\"><div class=\"ot-fltr-opts\"><div class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" aria-checked=\"false\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</span></div></div></div><div class=\"ot-fltr-btns\"><button id=\"filter-ap..."
],
"score": 75,
"weight": 10
}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.
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": true,
"definitionPatterns": 7,
"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"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: accelerated, application, development, accelerate, agent, adoption, safely.
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
81/100
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 81/100 and needs improvement.
Evidence
{
"title": "Docker: Accelerated Container Application Development",
"h1": "Accelerate agent adoption, safely.",
"description": "Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code.",
"topicOverlap": 0.2222222222222222,
"definitionCount": 7,
"topicTerms": [
"docker",
"accelerated",
"container",
"application",
"development",
"accelerate",
"agent",
"adoption",
"safely"
],
"descriptionTerms": [
"docker",
"platform",
"designed",
"help",
"developers",
"build",
"share",
"run",
"container",
"applications",
"handle",
"tedious",
"setup",
"focus",
"code"
],
"missingFromDescription": [
"accelerated",
"application",
"development",
"accelerate",
"agent",
"adoption",
"safely"
],
"score": 81,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, 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": "Docker Hardened Images (DHI)",
"html": "<h2 class=\"axon-heading text-3xl\"> Docker Hardened Images (DHI) </h2>"
},
{
"text": "Invisible to developers.Total control for security.",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Invisible to developers.<br>Total control for security. </h2>"
},
{
"text": "The runtime underevery agent",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> The runtime under<br>every agent </h2>"
},
{
"text": "Unlock the Autonomy of Agents, Safely",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Unlock the Autonomy of Agents, Safely </h2>"
},
{
"text": "From the company that secured the developer laptop for the enterprise.",
"html": "<h2 class=\"wp-block-ponyo-heading text-xl\"> From the company that secured the developer laptop for the enterprise. </h2>"
},
{
"text": "0%",
"html": "<h2>0%</h2>"
},
{
"text": "0B+",
"html": "<h2>0B+</h2>"
},
{
"text": "0M+",
"html": "<h2>0M+</h2>"
},
{
"text": "Build better, together",
"html": "<h2 class=\"wp-block-ponyo-heading text-2xl\"> Build better, together </h2>"
},
{
"text": "Products",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Products </h2>"
},
{
"text": "Features",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Features </h2>"
},
{
"text": "Developers",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Developers </h2>"
},
{
"text": "Pricing",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Pricing </h2>"
},
{
"text": "Company",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Company </h2>"
},
{
"text": "Languages",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Languages </h2>"
},
{
"text": "Privacy Preference Center",
"html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Docker: Accelerated Container Application Dev... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Docker: Accelerated Container Application Dev... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Docker: Accelerated Container Application Dev... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Docker: Accelerated Container Application Dev... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Docker: Accelerated Container Application Dev... 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": 234890
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234884
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 234876
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, 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": "Docker Hardened Images (DHI)",
"html": "<h2 class=\"axon-heading text-3xl\"> Docker Hardened Images (DHI) </h2>"
},
{
"text": "Invisible to developers.Total control for security.",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Invisible to developers.<br>Total control for security. </h2>"
},
{
"text": "The runtime underevery agent",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> The runtime under<br>every agent </h2>"
},
{
"text": "Unlock the Autonomy of Agents, Safely",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Unlock the Autonomy of Agents, Safely </h2>"
},
{
"text": "From the company that secured the developer laptop for the enterprise.",
"html": "<h2 class=\"wp-block-ponyo-heading text-xl\"> From the company that secured the developer laptop for the enterprise. </h2>"
},
{
"text": "0%",
"html": "<h2>0%</h2>"
},
{
"text": "0B+",
"html": "<h2>0B+</h2>"
},
{
"text": "0M+",
"html": "<h2>0M+</h2>"
},
{
"text": "Build better, together",
"html": "<h2 class=\"wp-block-ponyo-heading text-2xl\"> Build better, together </h2>"
},
{
"text": "Products",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Products </h2>"
},
{
"text": "Features",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Features </h2>"
},
{
"text": "Developers",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Developers </h2>"
},
{
"text": "Pricing",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Pricing </h2>"
},
{
"text": "Company",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Company </h2>"
},
{
"text": "Languages",
"html": "<h2 class=\"wp-block-ponyo-heading text-lg\"> Languages </h2>"
},
{
"text": "Privacy Preference Center",
"html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Docker: Accelerated Container Application Dev... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Docker: Accelerated Container Application Dev... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Docker: Accelerated Container Application Dev... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Docker: Accelerated Container Application Dev... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Docker: Accelerated Container Application Dev...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Docker: Accelerated Container Application Dev... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 403,
"contentType": "text/html; charset=utf-8",
"length": 425
}
]
},
"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": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "single sign-on"
},
{
"source": "visible-text",
"weight": 3,
"match": "sso"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 403,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\"\n \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html>\n <head>\n <title>403 Forbidden</title>\n </head>\n <body>\n <h1>Error 403 Forbidden</h1>\n <p>Forbidden</p>\n <h3>Error 54113</h3>\n <p>Details: cache-bom-vanm7210084-BOM 1780639693 1017944136</p>\n <hr>\n <p>Varnish cache server</p>\n </body>\n</html>\n"
},
"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.docker.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.docker.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.docker.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.docker.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": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "single sign-on"
},
{
"source": "visible-text",
"weight": 3,
"match": "sso"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
Check name
`[aria-hidden="true"]` elements contain focusable descendents
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus)."
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
50 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/)"
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}SEOSEOBrowser audit
Links do not have descriptive text
50 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
2 links 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": "2 links 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 AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
Check name
Uses deprecated APIs
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Estimated savings
2 warnings found
Fix guidance
Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).
Evidence
{
"displayValue": "2 warnings found",
"description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
100.4Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "100.4Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 100372.57599999991
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
15 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
27/100
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": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 0,
"displayValue": "8.4Â s",
"numericValue": 8430.502799999998
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 0,
"displayValue": "12.7Â s",
"numericValue": 12707.472149999998
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 0,
"displayValue": "47.8Â s",
"numericValue": 47778.28579498336
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "95,710Â ms",
"numericValue": 95713.25230000001
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "3,670Â ms",
"numericValue": 3670
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 20Â ms",
"numericValue": 21.982
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "131.1Â s",
"numericValue": 131071.65510000003
},
{
"id": "uses-rel-preconnect",
"title": "Preconnect to required origins",
"score": 100
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40Â ms",
"numericValue": 44.45399999999999
},
{
"id": "third-party-summary",
"title": "Reduce the impact of third-party code",
"score": 0,
"displayValue": "Third-party code blocked the main thread for 65,200Â ms"
},
{
"id": "largest-contentful-paint-element",
"title": "Largest Contentful Paint element",
"score": 0,
"displayValue": "12,710Â ms"
}
]
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
50/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with correct aspect ratio",
"score": 100
},
{
"id": "uses-responsive-images",
"title": "Properly size images",
"score": 0,
"displayValue": "Est savings of 121Â KiB",
"numericValue": 450
}
]
}Performance and AccessibilityPerformanceBrowser audit
Ensure text remains visible during webfont load
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Ensure text remains visible during webfont load
Check name
Ensure text remains visible during webfont load
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/).
References
https://web.dev/learn/performance/Evidence
{
"description": "Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/)."
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}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 |
|---|---|---|---|
| 47/100 | Level 2, Agent-Limited | Current report |