Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 32 out of 100
- Agent Ease of Use 39 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 66 out of 100
- SEO 92 out of 100
- Performance and Accessibility 94 out of 100
What AI sees of your website
Mapillary
Street-level imagery, powered by collaboration and computer vision.
Next step
Turn this report into a fix workflow
27 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 32 | Priority fix | 7 | 18 | 0 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 42 | Priority fix | 3 | 8 | 0 | View details |
| Bot Access Control | 17 | Priority fix | 1 | 4 | 0 | View details |
| Agent Ease of Use | 39 | Priority fix | 21 | 33 | 2 | View details |
| API | 28 | Priority fix | 2 | 7 | 0 | View details |
| Auth | 27 | Priority fix | 6 | 8 | 0 | View details |
| MCP | 60 | Needs work | 5 | 7 | 1 | View details |
| Skill Discovery | 42 | Priority fix | 4 | 11 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 66 | Needs work | 3 | 3 | 13 | View details |
| GEO Readiness | 77 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 56 | Needs work | 1 | 2 | 4 | View details |
| AEO Readiness | 63 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 68 | Needs work | 7 | 3 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | 50 | Needs work | 3 | 2 | 0 | View details |
| Performance and Accessibility | 94 | Strong | 22 | 5 | 1 | View details |
| Performance | 94 | Strong | 14 | 5 | 1 | View details |
| Accessibility | 93 | Strong | 8 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
49 items need attention
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
100 Fail
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
Needs attention
TDMRep declaration
Issue
Response is not valid JSON.
Why it matters
TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.
Check name
TDMRep declaration
Score
0/100
Status
fail
Category
AI Training Exposure
Maturity
Emerging recommendation
Goal
Publish a machine-readable text and data mining reservation declaration when the site needs one.
Result
TDMRep declaration is missing or incomplete.
Validation steps
Validate TDMRep rules
Response is not valid JSON.
Evidence
{
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\"",
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"6eCUBbUD\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmMCk\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmdIk\",\"isCQuick\":false,\"brsid\":\"7650319194784948735\",\"promise_include_trace\":false});</script><script nonce=\"6eCUBbUD\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"6eCUBbUD\">_btldr={};</script><script nonce=\"6eCUBbUD\">(function(){",
"steps": [
{
"id": "fetch",
"title": "Fetch /.well-known/tdmrep.json",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\"",
"length": 80706
}
},
{
"id": "validate",
"title": "Validate TDMRep rules",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"6eCUBbUD\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmMCk\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmdIk\",\"isCQuick\":false,\"brsid\":\"7650319194784948735\",\"promise_include_trace\":false});</script><script nonce=\"6eCUBbUD\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"6eCUBbUD\">_btldr={};</script><script nonce=\"6eCUBbUD\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish /.well-known/tdmrep.json as an array of TDMRep rule objects with location and tdm-reservation values of 0 or 1."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery failed at "Validate resource body".
40 Fail
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery failed at "Validate resource body".
Needs attention
OAuth / OIDC discovery
Issue
Response is not valid JSON.
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
20/100
Status
fail
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Probe authorization endpoint with an authorization-code request
authorization_endpoint is missing from discovery metadata.
Reject unregistered authorization redirects
authorization_endpoint is missing from discovery metadata.
Probe token endpoint with advertised grant type
token_endpoint is missing from discovery metadata.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/openid-configuration",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"INiRKvbZ\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmG0c\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm2x8\",\"isCQuick\":false,\"brsid\":\"7650319211522497899\",\"promise_include_trace\":false});</script><script nonce=\"INiRKvbZ\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"INiRKvbZ\">_btldr={};</script><script nonce=\"INiRKvbZ\">(function(){"
},
"issue": "Response is not valid JSON.",
"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."
},
{
"id": "authorization-endpoint",
"title": "Probe authorization endpoint with an authorization-code request",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
},
{
"id": "authorization-redirect-safety",
"title": "Reject unregistered authorization redirects",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Validate clients and redirect_uri values before redirecting."
},
{
"id": "token-endpoint",
"title": "Probe token endpoint with advertised grant type",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "token_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
}
],
"authApplicability": {
"supportsAuth": false,
"score": 0,
"signals": []
},
"resourceFetchSucceeded": true
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource failed at "Validate protected resource metadata".
34 Fail
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource failed at "Validate protected resource metadata".
Needs attention
OAuth Protected Resource
Issue
Response is not valid JSON.
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
33/100
Status
fail
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource failed at "Validate protected resource metadata".
Validation steps
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": "metadata",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
},
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"XmTd0euc\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmUf4\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmfXA\",\"isCQuick\":false,\"brsid\":\"7650319215498522185\",\"promise_include_trace\":false});</script><script nonce=\"XmTd0euc\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"XmTd0euc\">_btldr={};</script><script nonce=\"XmTd0euc\">(function(){"
},
"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.mapillary.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": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.mapillary.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.mapillary.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.mapillary.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": false,
"score": 0,
"signals": []
},
"resourceFetchSucceeded": true
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 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": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"zZqGgyJ9\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmeHU\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmU68\",\"isCQuick\":false,\"brsid\":\"7650319199338739707\",\"promise_include_trace\":false});</script><script nonce=\"zZqGgyJ9\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"zZqGgyJ9\">_btldr={};</script><script nonce=\"zZqGgyJ9\">(function(){"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"wsuSBJFI\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmbN8\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmAh0\",\"isCQuick\":false,\"brsid\":\"7650319203472061446\",\"promise_include_trace\":false});</script><script nonce=\"wsuSBJFI\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"wsuSBJFI\">_btldr={};</script><script nonce=\"wsuSBJFI\">(function(){"
},
{
"path": "/swagger.json",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"7jkqGbXK\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmHJI\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmQNg\",\"isCQuick\":false,\"brsid\":\"7650319203254151729\",\"promise_include_trace\":false});</script><script nonce=\"7jkqGbXK\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"7jkqGbXK\">_btldr={};</script><script nonce=\"7jkqGbXK\">(function(){"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"et4wd0D6\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xm28U\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmdr0\",\"isCQuick\":false,\"brsid\":\"7650319207620962855\",\"promise_include_trace\":false});</script><script nonce=\"et4wd0D6\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"et4wd0D6\">_btldr={};</script><script nonce=\"et4wd0D6\">(function(){"
},
{
"path": "/api/openapi.json",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"2VhziYgA\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmKWI\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmDeo\",\"isCQuick\":false,\"brsid\":\"7650319206600713201\",\"promise_include_trace\":false});</script><script nonce=\"2VhziYgA\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"2VhziYgA\">_btldr={};</script><script nonce=\"2VhziYgA\">(function(){"
},
{
"path": "/api/swagger.json",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"FUjcpFre\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmQ0E\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmhU8\",\"isCQuick\":false,\"brsid\":\"7650319211261084824\",\"promise_include_trace\":false});</script><script nonce=\"FUjcpFre\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"FUjcpFre\">_btldr={};</script><script nonce=\"FUjcpFre\">(function(){"
},
{
"path": "/docs/openapi.json",
"statusCode": 200,
"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\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"bzsPbcSP\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmeSo\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmncY\",\"isCQuick\":false,\"brsid\":\"7650319211294699084\",\"promise_include_trace\":false});</script><script nonce=\"bzsPbcSP\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"bzsPbcSP\">_btldr={};</script><script nonce=\"bzsPbcSP\">(function(){"
}
]
},
"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 DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
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".
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"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 5738,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"0IjGx21e\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}win",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; missing <nav> landmark; 3 links missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": false,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"cameras\" class=\"_ad6a\"><img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=599555591563825&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\"></a>",
"<a href=\"automate-mapping\" class=\"_ad6a\"><img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=1144111076450348&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\"></a>",
"<a href=\"open-data\" class=\"_ad6a\"><img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=631529014855570&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\"></a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 13,
"links": 44,
"inaccessibleLinks": 3,
"buttons": 0,
"inaccessibleButtons": 0,
"images": 3,
"imagesWithAlt": 3,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
22 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
Needs attention
API Catalog
Issue
Response is not valid JSON.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
33/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Validate RFC 9727 linkset".
Validation steps
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": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
},
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"kEgzUHgb\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xmmwk\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmxHU\",\"isCQuick\":false,\"brsid\":\"7650319197927757356\",\"promise_include_trace\":false});</script><script nonce=\"kEgzUHgb\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"kEgzUHgb\">_btldr={};</script><script nonce=\"kEgzUHgb\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
21 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
Needs attention
MCP Server Card
Issue
Response is not valid JSON.
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
38/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp/server-card.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"Z9fdFu3N\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmI7Q\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm654\",\"isCQuick\":false,\"brsid\":\"7650319229414226030\",\"promise_include_trace\":false});</script><script nonce=\"Z9fdFu3N\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"Z9fdFu3N\">_btldr={};</script><script nonce=\"Z9fdFu3N\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": []
},
"issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
"howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
},
{
"id": "tool-execution",
"title": "Verify advertised MCP tool execution",
"status": "warning",
"evidence": {
"probes": []
},
"issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
"howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
}
]
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
Needs attention
AI context endpoint
Issue
Content-Type "text/html; charset="utf-8"" is not JSON, Markdown, or text/plain.
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
50/100
Status
fail
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 failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html; charset="utf-8"" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/api/ai/context",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html; charset=\"utf-8\"\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"17SnoALX\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmznA\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm0V4\",\"isCQuick\":false,\"brsid\":\"7650319567578578840\",\"promise_include_trace\":false});</script><script nonce=\"17SnoALX\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"17SnoALX\">_btldr={};</script><script nonce=\"17SnoALX\">(function(){"
},
"issue": "Content-Type \"text/html; charset=\"utf-8\"\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"szXXLFdS\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xm0Ik\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm80M\",\"isCQuick\":false,\"brsid\":\"7650319233383117185\",\"promise_include_trace\":false});</script><script nonce=\"szXXLFdS\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"szXXLFdS\">_btldr={};</script><script nonce=\"szXXLFdS\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
17 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
Needs attention
Web Bot Auth request signing
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"nBoXi8NT\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmMnI\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmPe4\",\"isCQuick\":false,\"brsid\":\"7650319198642327926\",\"promise_include_trace\":false});</script><script nonce=\"nBoXi8NT\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"nBoXi8NT\">_btldr={};</script><script nonce=\"nBoXi8NT\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/webmcp.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"Lu5mJmtZ\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xm4lc\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmAuU\",\"isCQuick\":false,\"brsid\":\"7650319568001674056\",\"promise_include_trace\":false});</script><script nonce=\"Lu5mJmtZ\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"Lu5mJmtZ\">_btldr={};</script><script nonce=\"Lu5mJmtZ\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.mapillary.com",
"probes": [
{
"name": "_index._agents.www.mapillary.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.mapillary.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.mapillary.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "mapillary.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
Needs attention
Agent Skills index
Issue
Response is not valid JSON.
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
33/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-skills/index.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"dcs3hpg9\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xm8b0\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm6W4\",\"isCQuick\":false,\"brsid\":\"7650319233302932779\",\"promise_include_trace\":false});</script><script nonce=\"dcs3hpg9\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"dcs3hpg9\">_btldr={};</script><script nonce=\"dcs3hpg9\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
},
{
"id": "skill-documents",
"title": "Fetch advertised SKILL.md files",
"status": "fail",
"evidence": {
"checkedCount": 0,
"totalCount": 0,
"checked": []
},
"issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
"howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
Needs attention
llms.txt
Issue
llms.txt response did not match the expected shape. Content-Type "text/html; charset="utf-8"" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
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
50/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Validate resource body".
Validation steps
Validate resource body
llms.txt response did not match the expected shape. Content-Type "text/html; charset="utf-8"" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/llms.txt",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=\"utf-8\"\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"compatibleContentType": false,
"hasTitle": false,
"contentLength": 80287,
"linkCount": 156,
"links": [
"/script",
"/script",
"/script",
"/script",
"/style",
"/script",
"/llms.txt",
"/noscript",
"/title",
"/manifest.json"
],
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"rYPnxGib\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xm53w\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm8N0\",\"isCQuick\":false,\"brsid\":\"7650319191112521950\",\"promise_include_trace\":false});</script><script nonce=\"rYPnxGib\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"rYPnxGib\">_btldr={};</script><script nonce=\"rYPnxGib\">(function(){"
},
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=\"utf-8\"\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"AY1ef8rl\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmHBE\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmqPs\",\"isCQuick\":false,\"brsid\":\"7650319564735768114\",\"promise_include_trace\":false});</script><script nonce=\"AY1ef8rl\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"AY1ef8rl\">_btldr={};</script><script nonce=\"AY1ef8rl\">(function(){"
},
"issue": "Response is not valid JSON.",
"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.json
agent.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"OY4oO7Fe\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35XmpIo\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppmMx0\",\"isCQuick\":false,\"brsid\":\"7650319560388325906\",\"promise_include_trace\":false});</script><script nonce=\"OY4oO7Fe\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"OY4oO7Fe\">_btldr={};</script><script nonce=\"OY4oO7Fe\">(function(){"
},
"issue": "Response is not valid JSON.",
"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 "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agents.json",
"statusCode": 200,
"contentType": "text/html; charset=\"utf-8\""
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" id=\"facebook\" class=\"no_js\">\n<head><meta charset=\"utf-8\" /><meta name=\"referrer\" content=\"default\" id=\"meta_referrer\" /><script nonce=\"xxFbd2vA\">function envFlush(e){function t(t){for(var n in e)t[n]=e[n]}window.requireLazy?window.requireLazy([\"Env\"],t):(window.Env=window.Env||{},t(window.Env))}envFlush({\"ajaxpipe_token\":\"AXncbbfXeojv35Xmcu8\",\"stack_trace_limit\":30,\"timesliceBufferSize\":5000,\"show_invariant_decoder\":false,\"compat_iframe_token\":\"AUcmHiu1Z7B62sxa133jrppm7s4\",\"isCQuick\":false,\"brsid\":\"7650319563311595716\",\"promise_include_trace\":false});</script><script nonce=\"xxFbd2vA\">window.openDatabase&&(window.openDatabase=function(){var e=new Error;throw e.stack,e});</script><script nonce=\"xxFbd2vA\">_btldr={};</script><script nonce=\"xxFbd2vA\">(function(){"
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was 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: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "platform",
"text": "Learn more about updating maps",
"html": "<a href=\"platform\" class=\"_ad6a _ad6c _ad6f\">Learn more about updating maps<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "automate-mapping",
"text": "Learn more about automating mapping",
"html": "<a href=\"automate-mapping\" class=\"_ad6a _ad6c _ad6f\">Learn more about automating mapping<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "open-data",
"text": "Learn more about open data",
"html": "<a href=\"open-data\" class=\"_ad6a _ad6c _ad6f\">Learn more about open data<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "https://www.mapillary.com/about",
"text": "About Mapillary",
"html": "<a href=\"https://www.mapillary.com/about\" class=\"_ad6a\">About Mapillary</a>"
},
{
"href": "https://www.linkedin.com/company/mapillary",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/mapillary\" class=\"_ad5x\" aria-label=\"Mapillary LinkedIn Page\" target=\"_blank\" data-lnfb-mode=\"ie\"><svg class=\"_9o1o _MapillarySVG__ln-icon\" viewBox=\"0 0 16 16\"><path d=\"M15.35 0H0.65C0.3 0 0 0.3 0 0.65V15.3C0 15.7 0.3 16 0.65 16H15.3C15.65 16 15.95 15.7 15.95 15.35V0.65C16 0.3 15.7 0 15.35 0ZM4.75 13.65H2.35V6H4.75V13.65ZM3.55 4.95C2.8 4.95 2.15 4.35 2.15 3.55C2.15 2.8 2.75 2.15 3.55 2.15C4.3 2.15 4.95 2.75 4.95 3.55C4.95 4.35 4.3 4.95 3.55 4.95ZM13.6..."
}
],
"contactLinks": [
{
"href": "https://help.mapillary.com/hc/en-us/articles/115001753465",
"text": "Command line uploader",
"html": "<a href=\"https://help.mapillary.com/hc/en-us/articles/115001753465\" class=\"_ad6a\">Command line uploader</a>"
},
{
"href": "https://help.mapillary.com/hc/en-us",
"text": "Help Center",
"html": "<a href=\"https://help.mapillary.com/hc/en-us\" class=\"_ad6a\">Help Center</a>"
}
],
"privacyLinks": [
{
"href": "https://www.mapillary.com/terms",
"text": "Terms of use",
"html": "<a href=\"https://www.mapillary.com/terms\" class=\"_ad6a\">Terms of use</a>"
},
{
"href": "https://www.mapillary.com/privacy",
"text": "Privacy policy",
"html": "<a href=\"https://www.mapillary.com/privacy\" class=\"_ad6a\">Privacy policy</a>"
},
{
"href": "https://www.mapillary.com/privacy/cookie_settings",
"text": "Cookie settings",
"html": "<a href=\"https://www.mapillary.com/privacy/cookie_settings\" target=\"_blank\" data-lnfb-mode=\"ie\">Cookie settings</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "platform",
"text": "Learn more about updating maps",
"html": "<a href=\"platform\" class=\"_ad6a _ad6c _ad6f\">Learn more about updating maps<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "automate-mapping",
"text": "Learn more about automating mapping",
"html": "<a href=\"automate-mapping\" class=\"_ad6a _ad6c _ad6f\">Learn more about automating mapping<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "open-data",
"text": "Learn more about open data",
"html": "<a href=\"open-data\" class=\"_ad6a _ad6c _ad6f\">Learn more about open data<span aria-hidden=\"true\"><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M17.2197 8.61358L24.6043 15.9982L17.2197 23.3828\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><path d=\"M7.37598 16L23.376 16\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></span></a>"
},
{
"href": "https://www.mapillary.com/about",
"text": "About Mapillary",
"html": "<a href=\"https://www.mapillary.com/about\" class=\"_ad6a\">About Mapillary</a>"
},
{
"href": "https://www.linkedin.com/company/mapillary",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/mapillary\" class=\"_ad5x\" aria-label=\"Mapillary LinkedIn Page\" target=\"_blank\" data-lnfb-mode=\"ie\"><svg class=\"_9o1o _MapillarySVG__ln-icon\" viewBox=\"0 0 16 16\"><path d=\"M15.35 0H0.65C0.3 0 0 0.3 0 0.65V15.3C0 15.7 0.3 16 0.65 16H15.3C15.65 16 15.95 15.7 15.95 15.35V0.65C16 0.3 15.7 0 15.35 0ZM4.75 13.65H2.35V6H4.75V13.65ZM3.55 4.95C2.8 4.95 2.15 4.35 2.15 3.55C2.15 2.8 2.75 2.15 3.55 2.15C4.3 2.15 4.95 2.75 4.95 3.55C4.95 4.35 4.3 4.95 3.55 4.95ZM13.6..."
}
],
"contactLinks": [
{
"href": "https://help.mapillary.com/hc/en-us/articles/115001753465",
"text": "Command line uploader",
"html": "<a href=\"https://help.mapillary.com/hc/en-us/articles/115001753465\" class=\"_ad6a\">Command line uploader</a>"
},
{
"href": "https://help.mapillary.com/hc/en-us",
"text": "Help Center",
"html": "<a href=\"https://help.mapillary.com/hc/en-us\" class=\"_ad6a\">Help Center</a>"
}
],
"privacyLinks": [
{
"href": "https://www.mapillary.com/terms",
"text": "Terms of use",
"html": "<a href=\"https://www.mapillary.com/terms\" class=\"_ad6a\">Terms of use</a>"
},
{
"href": "https://www.mapillary.com/privacy",
"text": "Privacy policy",
"html": "<a href=\"https://www.mapillary.com/privacy\" class=\"_ad6a\">Privacy policy</a>"
},
{
"href": "https://www.mapillary.com/privacy/cookie_settings",
"text": "Cookie settings",
"html": "<a href=\"https://www.mapillary.com/privacy/cookie_settings\" target=\"_blank\" data-lnfb-mode=\"ie\">Cookie settings</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema, JSON-LD structured data.
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
60/100
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 60/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 2,
"schemaBlocks": 0,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema",
"JSON-LD structured data"
],
"score": 60,
"weight": 24
}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
10 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": 12,
"passing": 2,
"failing": [
{
"heading": "Any camera, anywhere",
"headingHtml": "<h2>Any camera, anywhere</h2>",
"firstParagraph": "Capture imagery with any kind of camera to put places on the map through a collaborative street-level view of the world.",
"paragraphHtml": "<p>Capture imagery with any kind of camera to put places on the map through a collaborative street-level view of the world.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Let machines speed things up",
"headingHtml": "<h2> Let machines speed things up</h2>",
"firstParagraph": "Update maps faster and with less effort by using map features extracted with computer vision.",
"paragraphHtml": "<p>Update maps faster and with less effort by using map features extracted with computer vision.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Collaboration always wins",
"headingHtml": "<h2>Collaboration always wins</h2>",
"firstParagraph": "Open up data to help everyone make better decisions about cities and roads, mobility and navigation, and autonomous driving.",
"paragraphHtml": "<p>Open up data to help everyone make better decisions about cities and roads, mobility and navigation, and autonomous driving.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Apps",
"headingHtml": "<h3>Apps</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GIS solutions",
"headingHtml": "<h3>GIS solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developers",
"headingHtml": "<h3>Developers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3>Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "About",
"headingHtml": "<h3>About</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal",
"headingHtml": "<h3>Legal</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"_adib\">Connect</h3>",
"firstParagraph": "© 2026 Mapillary from Meta. Made with ❤️ in 🇨🇭.",
"paragraphHtml": "<p class=\"_afh5\"> © 2026 Mapillary from Meta. Made with ❤️ in 🇨🇭. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 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
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 5,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 82/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 82/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: mapillary, images, all.
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
82/100
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 82/100 and needs improvement.
Evidence
{
"title": "Mapillary",
"h1": "Street-level images for all",
"description": "Street-level imagery, powered by collaboration and computer vision.",
"topicOverlap": 0.4,
"topicTerms": [
"mapillary",
"street",
"level",
"images",
"all"
],
"descriptionTerms": [
"street",
"level",
"imagery",
"powered",
"collaboration",
"computer",
"vision"
],
"missingFromDescription": [
"mapillary",
"images",
"all"
],
"score": 82,
"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
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Needs attention
AIO: Google eligibility and indexability
Issue
Canonical tag is missing.
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: Google eligibility and indexability
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Evidence
{
"status": 200,
"googlebotBlocked": false,
"metaRobotsTags": [],
"xRobotsTag": "",
"canonical": "",
"finalUrl": "https://www.mapillary.com/",
"canonicalScore": 0,
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 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
10 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": 12,
"passing": 2,
"failing": [
{
"heading": "Any camera, anywhere",
"headingHtml": "<h2>Any camera, anywhere</h2>",
"firstParagraph": "Capture imagery with any kind of camera to put places on the map through a collaborative street-level view of the world.",
"paragraphHtml": "<p>Capture imagery with any kind of camera to put places on the map through a collaborative street-level view of the world.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Let machines speed things up",
"headingHtml": "<h2> Let machines speed things up</h2>",
"firstParagraph": "Update maps faster and with less effort by using map features extracted with computer vision.",
"paragraphHtml": "<p>Update maps faster and with less effort by using map features extracted with computer vision.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Collaboration always wins",
"headingHtml": "<h2>Collaboration always wins</h2>",
"firstParagraph": "Open up data to help everyone make better decisions about cities and roads, mobility and navigation, and autonomous driving.",
"paragraphHtml": "<p>Open up data to help everyone make better decisions about cities and roads, mobility and navigation, and autonomous driving.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Apps",
"headingHtml": "<h3>Apps</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GIS solutions",
"headingHtml": "<h3>GIS solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developers",
"headingHtml": "<h3>Developers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3>Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "About",
"headingHtml": "<h3>About</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal",
"headingHtml": "<h3>Legal</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"_adib\">Connect</h3>",
"firstParagraph": "© 2026 Mapillary from Meta. Made with ❤️ in 🇨🇭.",
"paragraphHtml": "<p class=\"_afh5\"> © 2026 Mapillary from Meta. Made with ❤️ in 🇨🇭. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 85/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: mapillary, images, all.
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
85/100
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 85/100 and needs improvement.
Evidence
{
"title": "Mapillary",
"h1": "Street-level images for all",
"description": "Street-level imagery, powered by collaboration and computer vision.",
"topicOverlap": 0.4,
"definitionCount": 2,
"topicTerms": [
"mapillary",
"street",
"level",
"images",
"all"
],
"descriptionTerms": [
"street",
"level",
"imagery",
"powered",
"collaboration",
"computer",
"vision"
],
"missingFromDescription": [
"mapillary",
"images",
"all"
],
"score": 85,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Any camera, anywhere",
"html": "<h2>Any camera, anywhere</h2>"
},
{
"text": "Edit maps with a new point of view",
"html": "<h2>Edit maps with a new point of view</h2>"
},
{
"text": "Let machines speed things up",
"html": "<h2> Let machines speed things up</h2>"
},
{
"text": "Collaboration always wins",
"html": "<h2>Collaboration always wins</h2>"
},
{
"text": "Start accessing imagery and map data",
"html": "<h2 class=\"_ad78\">Start accessing imagery and map data</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Mapillary?",
"pattern": {}
},
{
"id": "how",
"label": "How does Mapillary work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Mapillary?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Mapillary free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Mapillary compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Mapillary?",
"pattern": {}
},
{
"id": "how",
"label": "How does Mapillary work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Mapillary?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Mapillary free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Mapillary compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 85/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1.0",
"visibleWords": 271,
"htmlBytes": 100079,
"imagesMissingDimensions": [
{
"src": "https://lookaside.fbsbx.com/elementpath/media/?media_id=599555591563825&version=1781178244",
"width": "100%",
"height": "",
"loading": "",
"html": "<img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=599555591563825&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\">"
},
{
"src": "https://lookaside.fbsbx.com/elementpath/media/?media_id=1144111076450348&version=1781178244",
"width": "100%",
"height": "",
"loading": "",
"html": "<img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=1144111076450348&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\">"
},
{
"src": "https://lookaside.fbsbx.com/elementpath/media/?media_id=631529014855570&version=1781178244",
"width": "100%",
"height": "",
"loading": "",
"html": "<img class=\"_8h4h img\" src=\"https://lookaside.fbsbx.com/elementpath/media/?media_id=631529014855570&version=1781178244\" width=\"100%\" alt style=\"border-top-left-radius:px;border-top-right-radius:px;border-bottom-left-radius:px;border-bottom-right-radius:px;\">"
}
],
"possibleDialogs": [],
"score": 85,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Any camera, anywhere",
"html": "<h2>Any camera, anywhere</h2>"
},
{
"text": "Edit maps with a new point of view",
"html": "<h2>Edit maps with a new point of view</h2>"
},
{
"text": "Let machines speed things up",
"html": "<h2> Let machines speed things up</h2>"
},
{
"text": "Collaboration always wins",
"html": "<h2>Collaboration always wins</h2>"
},
{
"text": "Start accessing imagery and map data",
"html": "<h2 class=\"_ad78\">Start accessing imagery and map data</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Mapillary?",
"pattern": {}
},
{
"id": "how",
"label": "How does Mapillary work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Mapillary?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Mapillary free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Mapillary compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Mapillary?",
"pattern": {}
},
{
"id": "how",
"label": "How does Mapillary work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Mapillary?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Mapillary free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Mapillary compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
5 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 5,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Any camera, anywhere",
"isQuestion": false,
"html": "<h2>Any camera, anywhere</h2>"
},
{
"index": 2,
"text": "Edit maps with a new point of view",
"isQuestion": false,
"html": "<h2>Edit maps with a new point of view</h2>"
},
{
"index": 3,
"text": "Let machines speed things up",
"isQuestion": false,
"html": "<h2> Let machines speed things up</h2>"
},
{
"index": 4,
"text": "Collaboration always wins",
"isQuestion": false,
"html": "<h2>Collaboration always wins</h2>"
},
{
"index": 5,
"text": "Start accessing imagery and map data",
"isQuestion": false,
"html": "<h2 class=\"_ad78\">Start accessing imagery and map data</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}SEOSEOBrowser audit
Document does not have a meta description
100 Fail
SEOSEOBrowser audit
Document does not have a meta description
Check name
Document does not have a meta description
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/).
Evidence
{
"description": "Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/)."
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 16 KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 16 KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 448 KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 448 KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 50
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 610 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 610 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 2,207 KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 2,207 KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Fix with MCP or CLI
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 |
|---|---|---|---|
| 65/100 | Level 3, Bot-Aware | Current report |