Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 43 out of 100
- Agent Ease of Use 31 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 59 out of 100
- SEO 92 out of 100
- Performance and Accessibility 56 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 43 | Priority fix | 10 | 15 | 0 | View details |
| Discoverability | 17 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 40 | Priority fix | 5 | 6 | 0 | View details |
| Bot Access Control | 83 | Mostly ready | 3 | 2 | 0 | View details |
| Agent Ease of Use | 31 | Priority fix | 19 | 22 | 2 | View details |
| API | 17 | Priority fix | 1 | 5 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 6 | 2 | 0 | View details |
| MCP | 47 | Priority fix | 4 | 7 | 1 | View details |
| Skill Discovery | 30 | Priority fix | 4 | 8 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 59 | Needs work | 2 | 5 | 12 | View details |
| GEO Readiness | 56 | Needs work | 0 | 2 | 3 | View details |
| AIO Readiness | 60 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 62 | Needs work | 0 | 1 | 6 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 56 | Needs work | 19 | 5 | 1 | View details |
| Performance | 35 | Priority fix | 14 | 5 | 1 | View details |
| Accessibility | 96 | Strong | 5 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
50 items need attention
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-8daHez7bvtnLIfLm7IouA5' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/openapi.yaml",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-N233WkTiHjsPf2CPea5Cj4' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/swagger.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-vMijUMw20W9Aydd44uNpcg' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/swagger.yaml",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-cmhCLVZFlOAbz7x5z1zZP5' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/api/openapi.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-em3qR3NqmxdBVnwFdbkuvN' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/api/swagger.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-tcYwGDxphikRGIsfP7Nv55' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
},
{
"path": "/docs/openapi.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta http-equiv=\"content-security-policy\" content=\"default-src 'none'; script-src 'nonce-5DnNFrAjNNWM8HsGhphfht' 'unsafe-eval' https://challenges.cloudflare.com; script-src-attr 'none'; style-src 'unsafe-inline'; img-src 'self' https://challenges.cloudflare.com; connect-src 'self' https://challenges.cloudflare.com; frame-src 'self' https://challenges.cloudflare.com blob:; child-src 'self' https://challenges.cloudflare."
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
50 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
Web Bot Auth Directory response did not match the expected shape. Content-Type "application/json; charset=utf-8" is not a valid directory type.
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
Web Bot Auth Directory response did not match the expected shape. Content-Type "application/json; charset=utf-8" is not a valid directory type.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": true,
"compatibleContentType": false,
"document": {
"keys": [
{
"kty": "OKP",
"crv": "Ed25519",
"kid": "agentai-web-bot-auth-2026",
"alg": "EdDSA",
"use": "sig",
"x": "REPLACE_WITH_BASE64URL_ED25519_PUBLIC_KEY",
"nbf": 1780919938,
"exp": 1796471998
}
]
},
"rawExcerpt": "{\"keys\":[{\"kty\":\"OKP\",\"crv\":\"Ed25519\",\"kid\":\"agentai-web-bot-auth-2026\",\"alg\":\"EdDSA\",\"use\":\"sig\",\"x\":\"REPLACE_WITH_BASE64URL_ED25519_PUBLIC_KEY\",\"nbf\":1780919938,\"exp\":1796471998}]}",
"issue": "Web Bot Auth Directory response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not a valid directory type.",
"keyCount": 1,
"invalidKeys": []
},
"issue": "Web Bot Auth Directory response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not a valid directory type.",
"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 UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
34 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
Needs attention
API Catalog
Issue
API Catalog response did not match the expected shape. Content-Type "application/json; charset=utf-8" is not application/linkset+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
API Catalog response did not match the expected shape. Content-Type "application/json; charset=utf-8" is not application/linkset+json.
Fetch advertised API catalog targets
API Catalog target https://agent.ai/api/specs/openapi.json (service-desc) returned HTTP 403 instead of a 2xx/3xx response.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
},
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"issue": "API Catalog response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not application/linkset+json.",
"compatibleContentType": false,
"linksetItems": 1,
"relations": [
"service-desc",
"service-doc",
"service-meta",
"item"
],
"usefulRelations": [
"service-desc",
"service-doc"
],
"legacyRelations": [],
"hrefIssues": [],
"targetUrlIssues": [],
"links": [
{
"anchor": "https://agent.ai/",
"rel": "service-desc",
"href": "https://agent.ai/api/specs/openapi.json",
"type": "application/vnd.oai.openapi+json"
},
{
"anchor": "https://agent.ai/",
"rel": "service-doc",
"href": "https://docs.agent.ai/api-reference",
"type": "text/html"
},
{
"anchor": "https://agent.ai/",
"rel": "service-meta",
"href": "https://agent.ai/.well-known/oauth-authorization-server",
"type": "application/json"
},
{
"anchor": "https://agent.ai/",
"rel": "service-meta",
"href": "https://agent.ai/.well-known/oauth-protected-resource",
"type": "application/json"
},
{
"anchor": "https://agent.ai/",
"rel": "item",
"href": "https://mcp.agent.ai/mcp"
},
{
"anchor": "https://agent.ai/",
"rel": "item",
"href": "https://agent.ai/ask"
},
{
"anchor": "https://agent.ai/",
"rel": "item",
"href": "https://agent.ai/.well-known/agent-card.json",
"type": "application/json"
},
{
"anchor": "https://agent.ai/",
"rel": "item",
"href": "https://agent.ai/.well-known/ai-plugin.json",
"type": "application/json"
},
{
"anchor": "https://agent.ai/",
"rel": "item",
"href": "https://agent.ai/.well-known/agent.json",
"type": "application/json"
}
],
"parsedSummary": [
{
"anchor": "https://agent.ai/",
"service-desc": [
{
"href": "https://agent.ai/api/specs/openapi.json",
"type": "application/vnd.oai.openapi+json",
"title": "Agent.ai REST API — OpenAPI 3.0 spec (176+ operations)"
}
],
"service-doc": [
{
"href": "https://docs.agent.ai/api-reference",
"type": "text/html",
"title": "Agent.ai REST API reference"
}
],
"service-meta": [
{
"href": "https://agent.ai/.well-known/oauth-authorization-server",
"type": "application/json",
"title": "OAuth 2.1 authorization server metadata (RFC 8414)"
},
{
"href": "https://agent.ai/.well-known/oauth-protected-resource",
"type": "application/json",
"title": "OAuth protected resource metadata (RFC 9728)"
}
],
"item": [
{
"href": "https://mcp.agent.ai/mcp",
"title": "Agent.ai MCP server (Streamable HTTP)",
"describedby": [
{
"href": "https://agent.ai/.well-known/mcp/server-card.json",
"type": "application/json"
}
]
},
{
"href": "https://agent.ai/ask",
"title": "Agent.ai NLWeb /ask natural-language endpoint"
},
{
"href": "https://agent.ai/.well-known/agent-card.json",
"title": "A2A (agent-to-agent) agent card",
"type": "application/json"
},
{
"href": "https://agent.ai/.well-known/ai-plugin.json",
"title": "OpenAI plugin manifest",
"type": "application/json"
},
{
"href": "https://agent.ai/.well-known/agent.json",
"title": "Generic agent discovery",
"type": "application/json"
}
]
}
],
"rawExcerpt": "{\"linkset\":[{\"anchor\":\"https://agent.ai/\",\"service-desc\":[{\"href\":\"https://agent.ai/api/specs/openapi.json\",\"type\":\"application/vnd.oai.openapi+json\",\"title\":\"Agent.ai REST API — OpenAPI 3.0 spec (176+ operations)\"}],\"service-doc\":[{\"href\":\"https://docs.agent.ai/api-reference\",\"type\":\"text/html\",\"title\":\"Agent.ai REST API reference\"}],\"service-meta\":[{\"href\":\"https://agent.ai/.well-known/oauth-authorization-server\",\"type\":\"application/json\",\"title\":\"OAuth 2.1 authorization server metadata (RFC 8414)\"},{\"href\":\"https://agent.ai/.well-known/oauth-protected-resource\",\"type\":\"application/json\",\"title\":\"OAuth protected resource metadata (RFC 9728)\"}],\"item\":[{\"href\":\"https://mcp.agent.ai/mcp\",\"title\":\"Agent.ai MCP server (Streamable HTTP)\",\"describedby\":[{\"href\":\"https://agent.ai/.well-known/mc"
},
"issue": "API Catalog response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not application/linkset+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": [
{
"rel": "service-desc",
"href": "https://agent.ai/api/specs/openapi.json",
"type": "application/vnd.oai.openapi+json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"typeMatches": false
},
{
"rel": "service-doc",
"href": "https://docs.agent.ai/api-reference",
"skipped": "External target was not fetched."
},
{
"rel": "service-meta",
"href": "https://agent.ai/.well-known/oauth-authorization-server",
"type": "application/json",
"statusCode": 200,
"contentType": "application/json",
"typeMatches": true
},
{
"rel": "service-meta",
"href": "https://agent.ai/.well-known/oauth-protected-resource",
"type": "application/json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8",
"typeMatches": true
},
{
"rel": "item",
"href": "https://mcp.agent.ai/mcp",
"skipped": "External target was not fetched."
},
{
"rel": "item",
"href": "https://agent.ai/ask",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"typeMatches": true
},
{
"rel": "item",
"href": "https://agent.ai/.well-known/agent-card.json",
"type": "application/json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8",
"typeMatches": true
},
{
"rel": "item",
"href": "https://agent.ai/.well-known/ai-plugin.json",
"type": "application/json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8",
"typeMatches": true
},
{
"rel": "item",
"href": "https://agent.ai/.well-known/agent.json",
"type": "application/json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8",
"typeMatches": true
}
],
"failures": [
{
"rel": "service-desc",
"href": "https://agent.ai/api/specs/openapi.json",
"expectedType": "application/vnd.oai.openapi+json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"reason": "Target did not return HTTP 2xx/3xx."
},
{
"rel": "service-desc",
"href": "https://agent.ai/api/specs/openapi.json",
"expectedType": "application/vnd.oai.openapi+json",
"actualContentType": "text/html; charset=UTF-8",
"reason": "Content-Type did not match advertised type."
},
{
"rel": "item",
"href": "https://agent.ai/ask",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"reason": "Target did not return HTTP 2xx/3xx."
}
]
},
"issue": "API Catalog target https://agent.ai/api/specs/openapi.json (service-desc) returned HTTP 403 instead of a 2xx/3xx response.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 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 "(none)".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 403,
"contentType": "text/html; 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": ""
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 355,
"excerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><m",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: 1 buttons missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button type=\"button\" class=\"chakra-button undefined align-items-center justify-content-center css-1mmjvrq\" id=\"back-to-top\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 20 20\" aria-hidden=\"true\" class=\"flex-shrink-0\" height=\"32\" width=\"32\" xmlns=\"http://www.w3.org/2000/svg\"><path fill-rule=\"evenodd\" d=\"M3.293 9.707a1 1 0 010-1.414l6-6a1 1 0 011.414 0l6 6a1 1 0 01-1.414 1.414L11 5.414V17a1 1 0 11-2 0V5.414L4.707 9.707a1 1 0 01-1.414 0z\" clip-rule=\"evenodd\"/></svg>"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 1,
"links": 21,
"inaccessibleLinks": 0,
"buttons": 2,
"inaccessibleButtons": 1,
"images": 6,
"imagesWithAlt": 6,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 104554
},
{
"path": "/webmcp.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5432
},
{
"path": "/mcp.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5402
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 104555
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 104554
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 104556
},
{
"path": "/agents.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5432
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 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 & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}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
MCP Server Card response is missing required fields or has invalid transports.
Details
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
MCP Server Card response is missing required fields or has invalid transports.
Missing required fields
- serverInfo.name
- serverInfo.version
- protocolVersion
- capabilities object
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": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": true,
"compatibleContentType": true,
"document": {
"schemaVersion": "2025-06-18",
"name": "agent-ai",
"displayName": "Agent.ai",
"description": "First-party MCP server for Agent.ai. Exposes the full Agent.ai action catalog (web research, scraping, LLM calls, image/audio, 60+ third-party integrations, and every published marketplace agent) as typed MCP tools with descriptions, input schemas, and behavioral annotations.",
"version": "1.1.0",
"iconUrl": "https://agent.ai/web-app-manifest-512x512.png",
"homepage": "https://agent.ai",
"documentation": "https://docs.agent.ai/mcp",
"publisher": {
"name": "Agent.ai",
"url": "https://agent.ai/about",
"contactEmail": "[email protected]"
},
"serverUrl": "https://mcp.agent.ai/mcp",
"transports": [
{
"type": "streamable-http",
"url": "https://mcp.agent.ai/mcp",
"recommended": true
},
{
"type": "sse",
"url": "https://mcp.agent.ai/sse",
"deprecated": true
}
],
"authentication": {
"required": true,
"type": "oauth2",
"authorizationServerMetadata": "https://mcp.agent.ai/.well-known/oauth-authorization-server",
"protectedResourceMetadata": "https://agent.ai/.well-known/oauth-protected-resource",
"scopes": [
"openid",
"email",
"profile",
"mcp:access"
],
"pkce": {
"required": true,
"methods": [
"S256"
]
},
"alternate": {
"type": "apiKey",
"header": "Authorization",
"format": "Bearer <AGENTAI_API_KEY>"
}
},
"instructions": "Call `tools/list` to discover available tools. Every tool name follows `snake_case` and every tool declares an inputSchema. Tools that modify state carry `annotations.destructiveHint=true`; confirm with the user before calling those. Tools that only read data carry `annotations.readOnlyHint=true`. Use `agent_ai_marketplace_search` for natural-language discovery of agents. Use `agent_ai_run_agent` to execute a specific agent by id. Errors follow JSON-RPC 2.0 with machine-readable `code` + `message`.",
"categories": [
"sales",
"marketing",
"recruiting",
"research",
"productivity",
"automation",
"integrations"
],
"tools": [
{
"name": "agent_ai_marketplace_search",
"description": "Search the Agent.ai marketplace for agents that match a natural-language task description. Returns id, name, description, and call signature.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
},
{
"name": "agent_ai_list_actions",
"description": "List every built-in action (176) available inside the Agent.ai builder: web scraping, LLM prompts, image generation, integrations, etc.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
},
{
"name": "agent_ai_run_agent",
"description": "Execute a specific Agent.ai agent by id or slug with a typed input payload. Returns the run id and (when complete) the run outputs.",
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
},
{
"name": "agent_ai_get_run",
"description": "Fetch the status and outputs of a previously started agent run by run id.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
}
],
"resources": [
{
"uri": "https://agent.ai/llms.txt",
"name": "llms.txt",
"description": "Index of developer and agent-facing resources"
},
{
"uri": "https://agent.ai/api/specs/openapi.json",
"name": "OpenAPI spec",
"description": "Full REST API description (176 operations)"
}
]
},
"rawExcerpt": "{\n \"schemaVersion\": \"2025-06-18\",\n \"name\": \"agent-ai\",\n \"displayName\": \"Agent.ai\",\n \"description\": \"First-party MCP server for Agent.ai. Exposes the full Agent.ai action catalog (web research, scraping, LLM calls, image/audio, 60+ third-party integrations, and every published marketplace agent) as typed MCP tools with descriptions, input schemas, and behavioral annotations.\",\n \"version\": \"1.1.0\",\n \"iconUrl\": \"https://agent.ai/web-app-manifest-512x512.png\",\n \"homepage\": \"https://agent.ai\",\n \"documentation\": \"https://docs.agent.ai/mcp\",\n \"publisher\": {\n \"name\": \"Agent.ai\",\n \"url\": \"https://agent.ai/about\",\n \"contactEmail\": \"[email protected]\"\n },\n \"serverUrl\": \"https://mcp.agent.ai/mcp\",\n \"transports\": [\n {\n \"type\": \"streamable-http\",\n \"url\": \"https://mcp.age",
"issue": "MCP Server Card response is missing required fields or has invalid transports.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"serverInfo.name",
"serverInfo.version",
"protocolVersion",
"capabilities object"
]
}
],
"missing": [
"serverInfo.name",
"serverInfo.version",
"protocolVersion",
"capabilities object"
],
"protocolVersion": "",
"transportCount": 2,
"transports": [
{
"type": "streamable-http",
"url": "https://mcp.agent.ai/mcp",
"recommended": true
},
{
"type": "sse",
"url": "https://mcp.agent.ai/sse",
"deprecated": true
}
],
"invalidTransports": [],
"capabilityKeys": []
},
"issue": "MCP Server Card response is missing required fields or has invalid transports.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"serverInfo.name",
"serverInfo.version",
"protocolVersion",
"capabilities object"
]
}
]
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": [
{
"url": "https://mcp.agent.ai/mcp",
"skipped": "External transport endpoint was not probed."
},
{
"url": "https://mcp.agent.ai/sse",
"skipped": "External transport endpoint was not probed."
}
]
},
"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": [
{
"url": "https://mcp.agent.ai/mcp",
"skipped": "External transport endpoint was not probed."
},
{
"url": "https://mcp.agent.ai/sse",
"skipped": "External transport endpoint was not probed."
}
]
},
"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."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 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.
20 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".
20 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 DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
20 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 DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://agent.ai/sitemap.xml, https://agent.ai/sitemap.xml, https://agent.ai/sitemap_index.xml, https://agent.ai/sitemap-index.xml.
Why it matters
Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.
Check name
Sitemap
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish a sitemap and reference it from robots.txt.
Result
Sitemap is missing or incomplete.
Evidence
{
"checked": [
"https://agent.ai/sitemap.xml",
"https://agent.ai/sitemap.xml",
"https://agent.ai/sitemap_index.xml",
"https://agent.ai/sitemap-index.xml"
]
}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
mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object.
Details
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
mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object.
Missing required fields
- serverInfo.name
- protocolVersion
- capabilities object
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp/server-card.json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": true,
"compatibleContentType": true,
"document": {
"schemaVersion": "2025-06-18",
"name": "agent-ai",
"displayName": "Agent.ai",
"description": "First-party MCP server for Agent.ai. Exposes the full Agent.ai action catalog (web research, scraping, LLM calls, image/audio, 60+ third-party integrations, and every published marketplace agent) as typed MCP tools with descriptions, input schemas, and behavioral annotations.",
"version": "1.1.0",
"iconUrl": "https://agent.ai/web-app-manifest-512x512.png",
"homepage": "https://agent.ai",
"documentation": "https://docs.agent.ai/mcp",
"publisher": {
"name": "Agent.ai",
"url": "https://agent.ai/about",
"contactEmail": "[email protected]"
},
"serverUrl": "https://mcp.agent.ai/mcp",
"transports": [
{
"type": "streamable-http",
"url": "https://mcp.agent.ai/mcp",
"recommended": true
},
{
"type": "sse",
"url": "https://mcp.agent.ai/sse",
"deprecated": true
}
],
"authentication": {
"required": true,
"type": "oauth2",
"authorizationServerMetadata": "https://mcp.agent.ai/.well-known/oauth-authorization-server",
"protectedResourceMetadata": "https://agent.ai/.well-known/oauth-protected-resource",
"scopes": [
"openid",
"email",
"profile",
"mcp:access"
],
"pkce": {
"required": true,
"methods": [
"S256"
]
},
"alternate": {
"type": "apiKey",
"header": "Authorization",
"format": "Bearer <AGENTAI_API_KEY>"
}
},
"instructions": "Call `tools/list` to discover available tools. Every tool name follows `snake_case` and every tool declares an inputSchema. Tools that modify state carry `annotations.destructiveHint=true`; confirm with the user before calling those. Tools that only read data carry `annotations.readOnlyHint=true`. Use `agent_ai_marketplace_search` for natural-language discovery of agents. Use `agent_ai_run_agent` to execute a specific agent by id. Errors follow JSON-RPC 2.0 with machine-readable `code` + `message`.",
"categories": [
"sales",
"marketing",
"recruiting",
"research",
"productivity",
"automation",
"integrations"
],
"tools": [
{
"name": "agent_ai_marketplace_search",
"description": "Search the Agent.ai marketplace for agents that match a natural-language task description. Returns id, name, description, and call signature.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
},
{
"name": "agent_ai_list_actions",
"description": "List every built-in action (176) available inside the Agent.ai builder: web scraping, LLM prompts, image generation, integrations, etc.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
},
{
"name": "agent_ai_run_agent",
"description": "Execute a specific Agent.ai agent by id or slug with a typed input payload. Returns the run id and (when complete) the run outputs.",
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
},
{
"name": "agent_ai_get_run",
"description": "Fetch the status and outputs of a previously started agent run by run id.",
"annotations": {
"readOnlyHint": true,
"destructiveHint": false
}
}
],
"resources": [
{
"uri": "https://agent.ai/llms.txt",
"name": "llms.txt",
"description": "Index of developer and agent-facing resources"
},
{
"uri": "https://agent.ai/api/specs/openapi.json",
"name": "OpenAPI spec",
"description": "Full REST API description (176 operations)"
}
]
},
"rawExcerpt": "{\n \"schemaVersion\": \"2025-06-18\",\n \"name\": \"agent-ai\",\n \"displayName\": \"Agent.ai\",\n \"description\": \"First-party MCP server for Agent.ai. Exposes the full Agent.ai action catalog (web research, scraping, LLM calls, image/audio, 60+ third-party integrations, and every published marketplace agent) as typed MCP tools with descriptions, input schemas, and behavioral annotations.\",\n \"version\": \"1.1.0\",\n \"iconUrl\": \"https://agent.ai/web-app-manifest-512x512.png\",\n \"homepage\": \"https://agent.ai\",\n \"documentation\": \"https://docs.agent.ai/mcp\",\n \"publisher\": {\n \"name\": \"Agent.ai\",\n \"url\": \"https://agent.ai/about\",\n \"contactEmail\": \"[email protected]\"\n },\n \"serverUrl\": \"https://mcp.agent.ai/mcp\",\n \"transports\": [\n {\n \"type\": \"streamable-http\",\n \"url\": \"https://mcp.age",
"issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"serverInfo.name",
"protocolVersion",
"capabilities object"
]
}
],
"missing": [
"serverInfo.name",
"protocolVersion",
"capabilities object"
],
"protocolVersion": "",
"transportCount": 2,
"transports": [
{
"type": "streamable-http",
"url": "https://mcp.agent.ai/mcp",
"recommended": true
},
{
"type": "sse",
"url": "https://mcp.agent.ai/sse",
"deprecated": true
}
],
"invalidTransports": [],
"toolCount": 4,
"capabilityKeys": []
},
"issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"serverInfo.name",
"protocolVersion",
"capabilities object"
]
}
]
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
agent.json response did not match the expected AWP shape. missing: awp_version, domain, intent; no actions found.
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
agent.json response did not match the expected AWP shape. missing: awp_version, domain, intent; no actions found.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent.json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": true,
"compatibleContentType": true,
"document": {
"schema_version": "v1",
"name": "Agent.ai",
"handle": "agent.ai",
"description": "Marketplace and execution layer for professional AI agents. Discover agents for sales prospecting, content marketing, social content, meeting prep, cold-call prep, and research — then call them via REST or MCP.",
"url": "https://agent.ai",
"logo_url": "https://agent.ai/web-app-manifest-512x512.png",
"contact_email": "[email protected]",
"legal_info_url": "https://agent.ai/terms",
"privacy_policy_url": "https://agent.ai/privacy-policy",
"documentation_url": "https://docs.agent.ai",
"openapi_url": "https://agent.ai/api/specs/openapi.json",
"llms_txt_url": "https://agent.ai/llms.txt",
"markdown_url": "https://agent.ai/index.md",
"mcp": {
"transport": "streamable-http",
"url": "https://mcp.agent.ai/mcp",
"sse_url": "https://mcp.agent.ai/sse",
"server_card_url": "https://agent.ai/.well-known/mcp/server-card.json",
"discovery_url": "https://agent.ai/.well-known/mcp"
},
"a2a": {
"agent_card_url": "https://agent.ai/.well-known/agent-card.json"
},
"auth": {
"oauth2": {
"issuer": "https://mcp.agent.ai",
"metadata_url": "https://agent.ai/.well-known/oauth-authorization-server",
"protected_resource_metadata_url": "https://agent.ai/.well-known/oauth-protected-resource",
"authorization_endpoint": "https://mcp.agent.ai/authorize",
"token_endpoint": "https://mcp.agent.ai/token",
"registration_endpoint": "https://mcp.agent.ai/register",
"scopes_supported": [
"openid",
"email",
"profile",
"mcp:access"
],
"code_challenge_methods_supported": [
"S256"
]
},
"api_key": {
"header": "Authorization",
"format": "Bearer <AGENTAI_API_KEY>",
"docs_url": "https://docs.agent.ai/authentication"
}
},
"capabilities": [
"agent-marketplace-search",
"agent-execution",
"rest-api",
"mcp-tools",
"webhooks",
"nlweb-ask",
"a2a"
],
"categories": [
"sales",
"marketing",
"recruiting",
"research",
"productivity",
"automation"
],
"teams": [
{
"slug": "sales-prospecting",
"name": "Sales Prospecting Team",
"url": "https://agent.ai/team/sales-prospecting",
"description": "Find, research, qualify, and draft outreach in one connected workflow."
},
{
"slug": "content-marketing",
"name": "Content Marketing Team",
"url": "https://agent.ai/team/content-marketing",
"description": "Audit, research, plan, and create SEO+AEO optimized content."
},
{
"slug": "social-content",
"name": "Social Content Team",
"url": "https://agent.ai/team/social-content",
"description": "Plan, create, and analyze LinkedIn content with AI-powered agents."
}
]
},
"rawExcerpt": "{\n \"schema_version\": \"v1\",\n \"name\": \"Agent.ai\",\n \"handle\": \"agent.ai\",\n \"description\": \"Marketplace and execution layer for professional AI agents. Discover agents for sales prospecting, content marketing, social content, meeting prep, cold-call prep, and research \\u2014 then call them via REST or MCP.\",\n \"url\": \"https://agent.ai\",\n \"logo_url\": \"https://agent.ai/web-app-manifest-512x512.png\",\n \"contact_email\": \"[email protected]\",\n \"legal_info_url\": \"https://agent.ai/terms\",\n \"privacy_policy_url\": \"https://agent.ai/privacy-policy\",\n \"documentation_url\": \"https://docs.agent.ai\",\n \"openapi_url\": \"https://agent.ai/api/specs/openapi.json\",\n \"llms_txt_url\": \"https://agent.ai/llms.txt\",\n \"markdown_url\": \"https://agent.ai/index.md\",\n \"mcp\": {\n \"transport\": \"streamable-http\",\n \"",
"issue": "agent.json response did not match the expected AWP shape. missing: awp_version, domain, intent; no actions found.",
"missing": [
"awp_version",
"domain",
"intent"
],
"actionCount": 0,
"invalidActions": [],
"protocolKeys": [],
"actions": []
},
"issue": "agent.json response did not match the expected AWP shape. missing: awp_version, domain, intent; no actions found.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
10 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
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Verify advertised A2A endpoint".
8 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Verify advertised A2A endpoint".
Needs attention
A2A Agent Card
Issue
message/send did not return a successful A2A Message or Task result. Evidence includes status, JSON-RPC error, and response excerpt.
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
70/100
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 "Verify advertised A2A endpoint".
Validation steps
Verify advertised A2A endpoint
message/send did not return a successful A2A Message or Task result. Evidence includes status, JSON-RPC error, and response excerpt.
Verify advertised A2A skill execution
A2A endpoint responded, but advertised skill execution was not verified. Evidence includes the requested skill, status, JSON-RPC error, and response excerpt.
Evidence
{
"failedStep": "endpoint-verification",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-card.json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "pass",
"evidence": {
"valid": true,
"validJson": true,
"compatibleContentType": true,
"document": {
"protocolVersion": "0.3.0",
"name": "Agent.ai",
"description": "Marketplace and execution layer for professional AI agents. Agent.ai hosts thousands of purpose-built agents — Sales Prospecting, Content Marketing, Social Content, plus individual agents for meeting prep, cold-call prep, outreach, and research — and exposes each one as a typed A2A skill and MCP tool.",
"url": "https://agent.ai",
"iconUrl": "https://agent.ai/web-app-manifest-512x512.png",
"provider": {
"organization": "Agent.ai",
"url": "https://agent.ai/about"
},
"version": "1.1.0",
"documentationUrl": "https://docs.agent.ai",
"defaultInputModes": [
"text/plain",
"application/json"
],
"defaultOutputModes": [
"text/plain",
"application/json"
],
"capabilities": {
"streaming": true,
"pushNotifications": true,
"stateTransitionHistory": true
},
"securitySchemes": {
"oauth2": {
"type": "oauth2",
"flows": {
"authorizationCode": {
"authorizationUrl": "https://mcp.agent.ai/authorize",
"tokenUrl": "https://mcp.agent.ai/token",
"scopes": {
"openid": "OpenID Connect",
"email": "Email address",
"profile": "Profile info",
"mcp:access": "Call Agent.ai MCP tools and REST actions on behalf of the user"
}
}
}
},
"apiKey": {
"type": "apiKey",
"in": "header",
"name": "Authorization",
"description": "Bearer <AGENTAI_API_KEY>. See https://docs.agent.ai/authentication for how to obtain one."
}
},
"security": [
{
"oauth2": [
"openid",
"email",
"profile",
"mcp:access"
]
},
{
"apiKey": []
}
],
"endpoint": {
"url": "https://mcp.agent.ai/mcp",
"transport": "streamable-http"
},
"skills": [
{
"id": "marketplace_search",
"name": "Search the agent marketplace",
"description": "Given a natural-language query (e.g. 'find me an agent that researches companies on LinkedIn'), return a ranked list of Agent.ai agents that can do the job, with their IDs, descriptions, and call signatures.",
"tags": [
"marketplace",
"search",
"discovery"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
]
},
{
"id": "sales_prospecting_team",
"name": "Sales Prospecting Team",
"description": "Find, research, qualify, and draft outreach in one connected workflow. Delegates to Prospect Finder, Prospect Researcher, Lead Qualifier, and Outreach Drafter.",
"tags": [
"sales",
"prospecting",
"outreach"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "content_marketing_team",
"name": "Content Marketing Team",
"description": "Audit, research, plan, and create SEO+AEO optimized content. Delegates to Content Audit, AEO & SEO Research, Content Planner, and Content Creator.",
"tags": [
"marketing",
"content",
"seo",
"aeo"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "social_content_team",
"name": "Social Content Team",
"description": "Plan, create, and analyze LinkedIn content. Delegates to Social Planner, Social Post Creator, and Social Performance Analyzer.",
"tags": [
"marketing",
"social",
"linkedin"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "meeting_prep",
"name": "Meeting prep",
"description": "Given a calendar event or attendee list, produce a research brief, an agenda, and suggested talking points.",
"tags": [
"meetings",
"research"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "cold_call_prep",
"name": "Cold-call prep",
"description": "Given a target prospect and an offer, produce a call game-plan with opener, talking points, likely objections, and a closing CTA.",
"tags": [
"sales",
"cold-call"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "outreach_strategy",
"name": "Outreach strategy & sequence",
"description": "Generate a multi-step outreach strategy and the corresponding email/LinkedIn/phone sequence for a target persona.",
"tags": [
"sales",
"outreach"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
}
]
},
"rawExcerpt": "{\n \"protocolVersion\": \"0.3.0\",\n \"name\": \"Agent.ai\",\n \"description\": \"Marketplace and execution layer for professional AI agents. Agent.ai hosts thousands of purpose-built agents \\u2014 Sales Prospecting, Content Marketing, Social Content, plus individual agents for meeting prep, cold-call prep, outreach, and research \\u2014 and exposes each one as a typed A2A skill and MCP tool.\",\n \"url\": \"https://agent.ai\",\n \"iconUrl\": \"https://agent.ai/web-app-manifest-512x512.png\",\n \"provider\": {\n \"organization\": \"Agent.ai\",\n \"url\": \"https://agent.ai/about\"\n },\n \"version\": \"1.1.0\",\n \"documentationUrl\": \"https://docs.agent.ai\",\n \"defaultInputModes\": [\"text/plain\", \"application/json\"],\n \"defaultOutputModes\": [\"text/plain\", \"application/json\"],\n \"capabilities\": {\n \"streaming\": true,\n ",
"missing": [],
"endpointIssues": [],
"protocolVersion": "0.3.0",
"latestVersion": false,
"versionCompatibility": "legacy-compatible",
"defaultInputModes": [
"text/plain",
"application/json"
],
"defaultOutputModes": [
"text/plain",
"application/json"
],
"supportedInterfaces": [],
"cardShapeWarnings": [],
"invalidSkills": [],
"skills": [
{
"id": "marketplace_search",
"name": "Search the agent marketplace",
"description": "Given a natural-language query (e.g. 'find me an agent that researches companies on LinkedIn'), return a ranked list of Agent.ai agents that can do the job, with their IDs, descriptions, and call signatures.",
"tags": [
"marketplace",
"search",
"discovery"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
]
},
{
"id": "sales_prospecting_team",
"name": "Sales Prospecting Team",
"description": "Find, research, qualify, and draft outreach in one connected workflow. Delegates to Prospect Finder, Prospect Researcher, Lead Qualifier, and Outreach Drafter.",
"tags": [
"sales",
"prospecting",
"outreach"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "content_marketing_team",
"name": "Content Marketing Team",
"description": "Audit, research, plan, and create SEO+AEO optimized content. Delegates to Content Audit, AEO & SEO Research, Content Planner, and Content Creator.",
"tags": [
"marketing",
"content",
"seo",
"aeo"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "social_content_team",
"name": "Social Content Team",
"description": "Plan, create, and analyze LinkedIn content. Delegates to Social Planner, Social Post Creator, and Social Performance Analyzer.",
"tags": [
"marketing",
"social",
"linkedin"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "meeting_prep",
"name": "Meeting prep",
"description": "Given a calendar event or attendee list, produce a research brief, an agenda, and suggested talking points.",
"tags": [
"meetings",
"research"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "cold_call_prep",
"name": "Cold-call prep",
"description": "Given a target prospect and an offer, produce a call game-plan with opener, talking points, likely objections, and a closing CTA.",
"tags": [
"sales",
"cold-call"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
},
{
"id": "outreach_strategy",
"name": "Outreach strategy & sequence",
"description": "Generate a multi-step outreach strategy and the corresponding email/LinkedIn/phone sequence for a target persona.",
"tags": [
"sales",
"outreach"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json",
"text/markdown"
]
}
],
"endpointUrl": "https://agent.ai",
"skillCount": 7,
"capabilityKeys": [
"streaming",
"pushNotifications",
"stateTransitionHistory"
]
},
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
},
{
"id": "protocol-version",
"title": "Report A2A protocol version compatibility",
"status": "pass",
"evidence": {
"protocolVersion": "0.3.0",
"versionCompatibility": "legacy-compatible",
"latestVersion": false,
"cardShapeWarnings": []
},
"howToFix": "Publish a latest A2A card with supportedInterfaces when targeting v1.x, or keep reporting legacy cards as legacy-compatible."
},
{
"id": "endpoint-verification",
"title": "Verify advertised A2A endpoint",
"status": "fail",
"evidence": {
"url": "https://agent.ai/",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"validA2aResponse": false,
"excerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta name=\"robots\" content=\"noindex,nofollow\"><meta name=\"viewport\" content=\"width=device-width,initial-scal"
},
"issue": "message/send did not return a successful A2A Message or Task result. Evidence includes status, JSON-RPC error, and response excerpt.",
"howToFix": "Point the card url to a real A2A endpoint that can execute or decline advertised skills with a valid A2A response."
},
{
"id": "skill-execution",
"title": "Verify advertised A2A skill execution",
"status": "warning",
"evidence": {
"ok": false,
"skipped": "No create_scan skill was advertised.",
"advertisedSkillIds": [
"marketplace_search",
"sales_prospecting_team",
"content_marketing_team",
"social_content_team",
"meeting_prep",
"cold_call_prep",
"outreach_strategy"
]
},
"issue": "A2A endpoint responded, but advertised skill execution was not verified. Evidence includes the requested skill, status, JSON-RPC error, and response excerpt.",
"howToFix": "Make advertised A2A skills executable through message/send, or mark them as discovery-only until execution is implemented."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.linkedin.com/company/agentdotai/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/agentdotai/\" class=\"chakra-link fs-5 css-1zuobb\" aria-label=\"LinkedIn\" rel=\"me noopener\" target=\"_blank\"><img class=\"chakra-image css-uiqjid\" src=\"/social/linkedin.svg\" alt=\"LinkedIn icon\"></a>"
}
],
"contactLinks": [],
"privacyLinks": [
{
"href": "/terms",
"text": "Terms",
"html": "<a href=\"/terms\">Terms</a>"
},
{
"href": "/privacy-policy",
"text": "Privacy",
"html": "<a href=\"/privacy-policy\">Privacy</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 45/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 45/100 and needs a fix.
Needs attention
GEO: AI crawler accessibility
Issue
robots.txt blocks these AI crawlers: gptbot. No rendered JSON-LD schema block was detected.
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: AI crawler accessibility
Score
45/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: AI crawler accessibility scored 45/100 and needs a fix.
Evidence
{
"textWords": 106,
"htmlBytes": 122272,
"robots": {
"checkedCrawlers": [
"gptbot",
"chatgpt-user",
"claudebot",
"perplexitybot",
"google-extended"
],
"blocked": [
"gptbot"
],
"allows": false
},
"schemaBlocks": 0,
"finalUrl": "https://agent.ai/crewai",
"robotsExcerpt": "# Agent.ai robots policy\n# See /.well-known/ for machine-readable agent discovery\n# See /llms.txt for an index of developer + agent resources\n\n# ---- Default: allow respectful crawling, disallow internal APIs ----\nUser-agent: *\nDisallow: /api/\nDisallow: /admin/\nDisallow: /oauth-connecting/\nAllow: /\n\n# ---- Cloudflare Content Signals (purpose-based crawl permissions) ----\n# search=yes -> OK to index us for user-facing search results\n# ai-input=yes -> OK to use our pages as grounding/citations for AI answers\n# ai-train=no -> Do NOT use our content to train foundation models\nContent-Signal: search=yes, ai-input=yes, ai-train=no\n\n# ---- Tier 1: AI assistants that act on behalf of a user (allow) ----\n# These crawlers fetch pages on-demand to answer user questions.\nUser-agent: ChatGPT-User\nAl",
"score": 45,
"weight": 26
}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": "https://www.linkedin.com/company/agentdotai/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/agentdotai/\" class=\"chakra-link fs-5 css-1zuobb\" aria-label=\"LinkedIn\" rel=\"me noopener\" target=\"_blank\"><img class=\"chakra-image css-uiqjid\" src=\"/social/linkedin.svg\" alt=\"LinkedIn icon\"></a>"
}
],
"contactLinks": [],
"privacyLinks": [
{
"href": "/terms",
"text": "Terms",
"html": "<a href=\"/terms\">Terms</a>"
},
{
"href": "/privacy-policy",
"text": "Privacy",
"html": "<a href=\"/privacy-policy\">Privacy</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 50/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 50/100 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, clear definition sentence using "is", "means", or "refers to" where natural, 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
50/100
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 50/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 0,
"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",
"clear definition sentence using \"is\", \"means\", or \"refers to\" where natural",
"JSON-LD structured data"
],
"score": 50,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 45/100 and needs a fix.
4 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 45/100 and needs a fix.
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
45/100
Status
fail
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 45/100 and needs a fix.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 45,
"weight": 18
}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": 0,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: professional, network, may, have, been, looking, crewai, com, don, worry, common, mistake.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
79/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 79/100 and needs improvement.
Evidence
{
"title": "Agent.ai | The #1 Professional Network for AI Agents",
"h1": "You may have been looking for CrewAI.com (don't worry, common mistake).",
"description": "Discover, use and build agents to create your personal AI agent team.",
"topicOverlap": 0.2857142857142857,
"topicTerms": [
"agent",
"professional",
"network",
"agents",
"may",
"have",
"been",
"looking",
"crewai",
"com",
"don",
"worry",
"common",
"mistake"
],
"descriptionTerms": [
"discover",
"build",
"agents",
"create",
"personal",
"agent",
"team"
],
"missingFromDescription": [
"professional",
"network",
"may",
"have",
"been",
"looking",
"crewai",
"com",
"don",
"worry",
"common",
"mistake"
],
"score": 79,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 67/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 67/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: professional, network, may, have, been, looking, crewai, com, don, worry, common, mistake.
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
67/100
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 67/100 and needs improvement.
Evidence
{
"title": "Agent.ai | The #1 Professional Network for AI Agents",
"h1": "You may have been looking for CrewAI.com (don't worry, common mistake).",
"description": "Discover, use and build agents to create your personal AI agent team.",
"topicOverlap": 0.2857142857142857,
"definitionCount": 0,
"topicTerms": [
"agent",
"professional",
"network",
"agents",
"may",
"have",
"been",
"looking",
"crewai",
"com",
"don",
"worry",
"common",
"mistake"
],
"descriptionTerms": [
"discover",
"build",
"agents",
"create",
"personal",
"agent",
"team"
],
"missingFromDescription": [
"professional",
"network",
"may",
"have",
"been",
"looking",
"crewai",
"com",
"don",
"worry",
"common",
"mistake"
],
"score": 67,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 80/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
AEO readiness is incomplete.
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
80/100
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 80/100 and needs improvement.
Evidence
{
"sectionCount": 0,
"passing": 0,
"failing": [],
"score": 80,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
5 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 75/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 106,
"htmlBytes": 122272,
"imagesMissingDimensions": [
{
"src": "/logo-2025/agent-ai-logo-2025-white.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"chakra-image css-1phd9a0\" src=\"/logo-2025/agent-ai-logo-2025-white.svg\" alt=\"agent ai logo\">"
},
{
"src": "/header/mobile-toggle-icon.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"chakra-image css-o8l6mr\" src=\"/header/mobile-toggle-icon.svg\" alt>"
},
{
"src": "/_next/static/media/crew-ai.0j02t402hls0-.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/_next/static/media/crew-ai.0j02t402hls0-.png\" alt=\"CrewAI logo\" style=\"width:250px;margin:0 auto;display:block\">"
},
{
"src": "/logo-2025/agent-ai-logo-new-dark.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"chakra-image css-gd6c7j\" loading=\"lazy\" src=\"/logo-2025/agent-ai-logo-new-dark.svg\" alt=\"Agent.ai logo\">"
},
{
"src": "/social/linkedin.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"chakra-image css-uiqjid\" src=\"/social/linkedin.svg\" alt=\"LinkedIn icon\">"
}
],
"possibleDialogs": [
"<div data-scope=\"popover\" data-part=\"content\" dir=\"ltr\" id=\"popover:mobile-nav-popover:content\" tabindex=\"-1\" role=\"dialog\" hidden data-state=\"closed\" aria-labelledby=\"popover:mobile-nav-popover:title\" aria-describedby=\"popover:mobile-nav-popover:desc\" class=\"chakra-popover__content css-h2ors3\"><div class=\"chakra-stack css-2faujs\"><div class=\"chakra-stack css-n3aogz\"><a data-track-id=\"nav_agent_network_link\" title=\"Agent Network\" class=\"chakra-link css-1lti3r8\" href=\"/agents\">Agent Network</a..."
],
"score": 75,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 80/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
No JSON-LD structured data was detected.
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
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: Answer block readiness scored 80/100 and needs improvement.
Evidence
{
"sectionCount": 0,
"passing": 0,
"failing": [],
"score": 80,
"weight": 8
}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": [],
"expected": [
{
"id": "what",
"label": "What is Agent.ai?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agent.ai work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agent.ai?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agent.ai free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agent.ai compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Agent.ai?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agent.ai work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agent.ai?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agent.ai free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agent.ai compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Extractable visible copy
AEO: Extractable visible copy scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Extractable visible copy
AEO: Extractable visible copy scored 70/100 and needs improvement.
Needs attention
AEO: Extractable visible copy
Issue
Only 106 visible words were detected for answer extraction.
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: Extractable visible copy
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: Extractable visible copy scored 70/100 and needs improvement.
Evidence
{
"visibleWords": 106,
"schemaCount": 0,
"score": 70,
"weight": 6
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5441
},
{
"path": "/api/context",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5432
},
{
"path": "/context",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 5399
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [],
"expected": [
{
"id": "what",
"label": "What is Agent.ai?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agent.ai work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agent.ai?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agent.ai free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agent.ai compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Agent.ai?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agent.ai work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agent.ai?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agent.ai free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agent.ai 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
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": 0,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{"field":"jwks_uri","issue":"Missing URL."}].
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Validate resource body
OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{"field":"jwks_uri","issue":"Missing URL."}].
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-authorization-server",
"statusCode": 200,
"contentType": "application/json"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{\"field\":\"jwks_uri\",\"issue\":\"Missing URL.\"}].",
"compatibleContentType": true,
"missing": [
"jwks_uri"
],
"endpointIssues": [
{
"field": "jwks_uri",
"issue": "Missing URL."
}
],
"issuer": "https://agent-ai.us.auth0.com/",
"authorizationEndpoint": "https://mcp.agent.ai/authorize",
"tokenEndpoint": "https://mcp.agent.ai/oauth/token",
"responseTypesSupported": [
"code"
],
"grantTypesSupported": [
"authorization_code",
"refresh_token"
],
"idTokenSigningAlgValuesSupported": [],
"rawExcerpt": "{\"issuer\":\"https://agent-ai.us.auth0.com/\",\"authorization_endpoint\":\"https://mcp.agent.ai/authorize\",\"token_endpoint\":\"https://mcp.agent.ai/oauth/token\",\"registration_endpoint\":\"https://mcp.agent.ai/oauth/register\",\"scopes_supported\":[\"openid\",\"profile\",\"email\",\"offline_access\",\"mcp:access\"],\"response_types_supported\":[\"code\"],\"grant_types_supported\":[\"authorization_code\",\"refresh_token\"],\"code_challenge_methods_supported\":[\"S256\"],\"token_endpoint_auth_methods_supported\":[\"none\"],\"resource\":\"http://mcp.agent.ai/mcp\"}"
},
"issue": "OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{\"field\":\"jwks_uri\",\"issue\":\"Missing URL.\"}].",
"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": "pass",
"evidence": {
"url": "https://mcp.agent.ai/authorize?response_type=code&client_id=can-agent-use-scanner&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Foauth%2Fcallback&scope=openid&state=can-agent-use-probe",
"method": "GET",
"statusCode": 302,
"location": "https://agent-ai.us.auth0.com/authorize?response_type=code&client_id=1LCgjflccW0GsSWxA0zZkwhnG1Ay5pF7&redirect_uri=https%3A%2F%2Fmcp.agent.ai%2Foauth%2Fcallback&scope=openid+mcp%3Aaccess&state=eyJyZWRpcmVjdF91cmkiOiJodHRwczovL2Nhbi1hZ2VudC11c2UuaW52YWxpZC9vYXV0aC9jYWxsYmFjayIsIm9yaWdpbmFsX3N0YXRlIjoiY2FuLWFnZW50LXVzZS1wcm9iZSIsImNsaWVudF9pZCI6ImNhbi1hZ2VudC11c2Utc2Nhbm5lciIsInRzIjoxNzgwOTIwMDAzfXxjODc5MGU3ZTM5ZTYyYTk1ZmEzZjEwZTA4Yzc3ZDgxNmJlNTUzMDY4OTk1ZDQ0ZTI2MGFkZTdkY2YyOTY2MTUx&audience=https%3A%2F%2Fmcp.agent.ai%2Fmcp",
"contentType": null,
"excerpt": ""
},
"howToFix": "Implement an authorization endpoint that can process syntactically valid authorization requests, or remove it from discovery metadata until it exists."
},
{
"id": "authorization-redirect-safety",
"title": "Reject unregistered authorization redirects",
"status": "pass",
"evidence": {
"url": "https://mcp.agent.ai/authorize?response_type=code&client_id=can-agent-use-unknown-client&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Fattacker-callback&scope=openid&state=can-agent-use-redirect-safety",
"method": "GET",
"statusCode": 302,
"location": "https://agent-ai.us.auth0.com/authorize?response_type=code&client_id=1LCgjflccW0GsSWxA0zZkwhnG1Ay5pF7&redirect_uri=https%3A%2F%2Fmcp.agent.ai%2Foauth%2Fcallback&scope=openid+mcp%3Aaccess&state=eyJyZWRpcmVjdF91cmkiOiJodHRwczovL2Nhbi1hZ2VudC11c2UuaW52YWxpZC9hdHRhY2tlci1jYWxsYmFjayIsIm9yaWdpbmFsX3N0YXRlIjoiY2FuLWFnZW50LXVzZS1yZWRpcmVjdC1zYWZldHkiLCJjbGllbnRfaWQiOiJjYW4tYWdlbnQtdXNlLXVua25vd24tY2xpZW50IiwidHMiOjE3ODA5MjAwMDR9fDNmMTdlZWRkMTVkZWU5NTUxOTM4ZDdkNWE4YTIyNTQzNDllOWExZmJhMGMyNTI1ZTZlNTdkMmUxYjM3MTY5MmE&audience=https%3A%2F%2Fmcp.agent.ai%2Fmcp",
"redirectedToUntrusted": false,
"contentType": null,
"excerpt": ""
},
"howToFix": "Validate client_id and registered redirect_uri values before redirecting. Return a direct OAuth error for invalid clients or redirect URIs."
},
{
"id": "token-endpoint",
"title": "Probe token endpoint with advertised grant type",
"status": "pass",
"evidence": {
"url": "https://mcp.agent.ai/oauth/token",
"method": "POST",
"grantType": "authorization_code",
"statusCode": 401,
"oauthError": "access_denied",
"contentType": "application/json",
"excerpt": "{\"error\":\"access_denied\",\"error_description\":\"Unauthorized\"}"
},
"howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": true
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
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": "resource-identity",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
},
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "pass",
"evidence": {
"valid": true,
"compatibleContentType": true,
"hasResource": true,
"authorizationServerCount": 1,
"resource": "https://mcp.agent.ai/mcp",
"resourceIssues": [],
"authServerIssues": [],
"scopesSupported": [
"openid",
"email",
"profile",
"mcp:access"
],
"bearerMethodsSupported": [
"header"
],
"rawExcerpt": "{\"resource\":\"https://mcp.agent.ai/mcp\",\"authorization_servers\":[\"https://mcp.agent.ai\"],\"scopes_supported\":[\"openid\",\"email\",\"profile\",\"mcp:access\"],\"bearer_methods_supported\":[\"header\"],\"resource_documentation\":\"https://docs.agent.ai/mcp\"}"
},
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"resource": "https://mcp.agent.ai/mcp",
"expectedResource": "https://agent.ai"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://agent.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"metadataResource": "https://mcp.agent.ai/mcp",
"resourceMatchesRequestContext": false
},
{
"path": "/api/admin/summary",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://agent.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"metadataResource": "https://mcp.agent.ai/mcp",
"resourceMatchesRequestContext": false
},
{
"path": "/api/scans",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://agent.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"metadataResource": "https://mcp.agent.ai/mcp",
"resourceMatchesRequestContext": false
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": true
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}SEOSEOBrowser audit
robots.txt is not valid
100 Fail
SEOSEOBrowser audit
robots.txt is not valid
Check name
robots.txt is not valid
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 error found
Fix guidance
If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/).
Evidence
{
"displayValue": "1 error found",
"description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
17 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
4.2Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "4.2Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 4208.8589999999795
}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 1,611Â 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 1,611Â 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": 920
}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 160Â 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 160Â 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
Loading performance
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
37/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10Â ms",
"numericValue": 12.063239999999999
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 16,
"displayValue": "7.1Â s",
"numericValue": 7067.478073001383
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 0Â ms",
"numericValue": 4
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "1,870Â ms",
"numericValue": 1872.000000000001
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 67,
"displayValue": "1.3Â s",
"numericValue": 1318.4068727900367
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "910Â ms",
"numericValue": 913
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 11,
"displayValue": "4.6Â s",
"numericValue": 4556.683611544981
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 2,
"displayValue": "5.3Â s",
"numericValue": 5325.141168232025
}
]
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 107Â 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 107Â 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)"
}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 |
|---|---|---|---|
| 46/100 | Level 2, Agent-Limited | Current report |