Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 84 out of 100
- Agent Ease of Use 63 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 74 out of 100
- SEO 100 out of 100
- Performance and Accessibility 66 out of 100
What AI sees of your website
Render | The cloud for builders
Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 84 | Mostly ready | 21 | 3 | 0 | View details |
| Discoverability | 100 | Strong | 9 | 0 | 0 | |
| Content Readiness | 80 | Mostly ready | 10 | 1 | 0 | View details |
| Bot Access Control | 67 | Needs work | 2 | 2 | 0 | View details |
| Agent Ease of Use | 63 | Needs work | 21 | 22 | 4 | View details |
| API | 92 | Strong | 6 | 0 | 2 | |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 60 | Needs work | 6 | 7 | 1 | View details |
| Skill Discovery | 38 | Priority fix | 5 | 8 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 74 | Needs work | 4 | 2 | 13 | View details |
| GEO Readiness | 84 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 77 | Mostly ready | 2 | 1 | 4 | View details |
| AEO Readiness | 62 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 66 | Needs work | 17 | 7 | 1 | View details |
| Performance | 57 | Needs work | 11 | 6 | 1 | View details |
| Accessibility | 83 | Mostly ready | 6 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
38 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "script-src 'self' 'unsafe-inline' 'unsafe-eval' https://*.osano.com https://*.posthog.com https://*.i.posthog.com https://scout-cdn.salesloft.com https://snap.licdn.com https://www.google.com https://www.googletagmanager.com https://www.gstatic.com; connect-src 'self' https://*.algolia.net https://*.algolianet.com https://*.google-analytics.com https://*.google.com https://*.googletagmanager.com https://*.hsforms.com https://*.inkeep.com https://*.linkedin.com https://*.osano.com https://*.posthog.com https://*.i.posthog.com https://*.segment.com https://*.segment.io https://api.unifyintent.com https://api.ashbyhq.com https://cdn.growthbook.io https://cdn.sanity.io https://hubspot-forms-static-embed.s3.amazonaws.com https://pagead2.googlesyndication.com https://scout.salesloft.com https://translate.googleapis.com; worker-src 'self' blob: https://*.osano.com; report-uri https://render.report-uri.com/r/t/csp/reportOnly; report-to wizard;"
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
100 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: 1 links missing accessible names; 2 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": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"/\"><svg width=\"110\" height=\"21\" viewBox=\"0 0 110 21\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" aria-label=\"Render\" class=\"fill-current\"><path d=\"M38.1801 3.45902C41.7067 3.45902 43.9994 5.45905 43.9994 8.67133C43.9994 11.0232 42.6512 12.7708 40.5375 13.5165L44.6811 20.6218H41.6077L37.7421 13.8798H33.4728V20.6218H30.8259V3.45902H38.1801ZM33.469 5.84911V11.5165H38.0544C40.1567 11.5165 41.2421 10.3387 41.2421 8.67133C41.2421 6.96576 40.1605 5.84911 38.0544 5.84911H33.469Z\"/><path d=\"M"
],
"inaccessibleButtons": [
"<button type=\"button\" class=\"shrink-0 p-10 transition-opacity hover:opacity-70\"><svg class=\"rotate-0\" width=\"15\" height=\"16\" viewBox=\"0 0 15 16\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 6.25 6.5835)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 9.16699 3.6665)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 12.083 0.75)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matr",
"<button type=\"button\" class=\"shrink-0 p-10 transition-opacity hover:opacity-70\"><svg class=\"rotate-180\" width=\"15\" height=\"16\" viewBox=\"0 0 15 16\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 6.25 6.5835)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 9.16699 3.6665)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 12.083 0.75)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"ma"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 28,
"links": 101,
"inaccessibleLinks": 1,
"buttons": 8,
"inaccessibleButtons": 2,
"images": 55,
"imagesWithAlt": 55,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
100 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146394
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146423
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146394
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146408
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146408
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146408
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of 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
- transports array
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": {
"$schema": "https://static.modelcontextprotocol.io/schemas/mcp-server-card/v1.json",
"version": "1.0",
"protocolVersion": "2025-06-18",
"serverInfo": {
"name": "render-mcp-server",
"title": "Render MCP Server",
"version": "0.3.0"
},
"description": "Hosted MCP server for managing Render resources from AI tools. Use a Render API key as a bearer token to authenticate.",
"transport": {
"type": "streamable-http",
"endpoint": "https://mcp.render.com/mcp"
},
"capabilities": {
"tools": {
"listChanged": true
}
},
"authentication": {
"required": true,
"schemes": [
"bearer"
]
},
"instructions": "Connect with an Authorization header in the form \"Bearer <RENDER_API_KEY>\". The hosted MCP server currently uses API-key bearer authentication and does not publish OAuth/OIDC discovery metadata."
},
"rawExcerpt": "{\"$schema\":\"https://static.modelcontextprotocol.io/schemas/mcp-server-card/v1.json\",\"version\":\"1.0\",\"protocolVersion\":\"2025-06-18\",\"serverInfo\":{\"name\":\"render-mcp-server\",\"title\":\"Render MCP Server\",\"version\":\"0.3.0\"},\"description\":\"Hosted MCP server for managing Render resources from AI tools. Use a Render API key as a bearer token to authenticate.\",\"transport\":{\"type\":\"streamable-http\",\"endpoint\":\"https://mcp.render.com/mcp\"},\"capabilities\":{\"tools\":{\"listChanged\":true}},\"authentication\":{\"required\":true,\"schemes\":[\"bearer\"]},\"instructions\":\"Connect with an Authorization header in the form \\\"Bearer <RENDER_API_KEY>\\\". The hosted MCP server currently uses API-key bearer authentication and does not publish OAuth/OIDC discovery metadata.\"}",
"issue": "MCP Server Card response is missing required fields or has invalid transports.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"transports array"
]
}
],
"missing": [
"transports array"
],
"protocolVersion": "2025-06-18",
"transportCount": 0,
"transports": [],
"invalidTransports": [],
"capabilityKeys": [
"tools"
]
},
"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": [
"transports array"
]
}
]
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": []
},
"issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
"howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
},
{
"id": "tool-execution",
"title": "Verify advertised MCP tool execution",
"status": "warning",
"evidence": {
"probes": []
},
"issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
"howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
19 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "render.com",
"probes": [
{
"name": "_index._agents.render.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.render.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "render.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
17 Warning
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Needs attention
OpenAPI discovery
Issue
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
83/100
Status
warning
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Validation steps
Check machine-usable API details
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Evidence
{
"failedStep": "machine-usable-detail",
"steps": [
{
"id": "fetch",
"title": "Fetch OpenAPI document",
"status": "pass",
"evidence": {
"found": "/openapi.json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate baseline OpenAPI structure",
"status": "pass",
"evidence": {
"valid": true,
"compatibleContentType": true,
"format": "json",
"version": "3.1.0",
"pathCount": 14,
"operationCount": 14,
"operationWarnings": [
{
"field": "components.securitySchemes",
"issue": "No security schemes or explicit no-auth declaration."
}
],
"hasServers": true,
"hasSecuritySchemes": false,
"hasExplicitNoAuth": false,
"rawExcerpt": "{\"openapi\":\"3.1.0\",\"info\":{\"title\":\"Render AI Discovery API\",\"version\":\"1.0.0\",\"description\":\"Machine-readable discovery endpoints for Render documentation and AI-facing platform metadata.\"},\"servers\":[{\"url\":\"https://render.com\"}],\"paths\":{\"/api/agent/docs-search\":{\"get\":{\"operationId\":\"searchRenderDocs\",\"summary\":\"Search Render docs\",\"description\":\"Returns machine-readable Render docs search results.\",\"parameters\":[{\"name\":\"query\",\"in\":\"query\",\"required\":true,\"description\":\"Keywords to search for in the Render docs.\",\"schema\":{\"type\":\"string\"}}],\"responses\":{\"200\":{\"description\":\"Search results.\",\"content\":{\"application/json\":{\"schema\":{\"type\":\"object\",\"properties\":{\"query\":{\"type\":\"string\"},\"results\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/DocsSearchResult\"}}},\"required\":["
}
},
{
"id": "machine-usable-detail",
"title": "Check machine-usable API details",
"status": "warning",
"evidence": {
"warningCount": 1,
"warnings": [
{
"field": "components.securitySchemes",
"issue": "No security schemes or explicit no-auth declaration."
}
],
"hasServers": true,
"hasSecuritySchemes": false,
"hasExplicitNoAuth": false
},
"issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
"howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
}
]
}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, transport or transports.
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, transport or transports.
Missing required fields
- serverInfo.name
- protocolVersion
- capabilities object
- transport or transports
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp.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": {
"mcpServers": {
"render": {
"url": "https://mcp.render.com/mcp",
"name": "Render MCP Server",
"description": "Hosted MCP server for managing Render resources from AI tools.",
"documentationUrl": "https://render.com/docs/mcp-server",
"authentication": {
"type": "bearer",
"description": "Use Authorization: Bearer <RENDER_API_KEY>."
},
"serverCardUrl": "https://render.com/.well-known/mcp/server-card.json"
}
}
},
"rawExcerpt": "{\"mcpServers\":{\"render\":{\"url\":\"https://mcp.render.com/mcp\",\"name\":\"Render MCP Server\",\"description\":\"Hosted MCP server for managing Render resources from AI tools.\",\"documentationUrl\":\"https://render.com/docs/mcp-server\",\"authentication\":{\"type\":\"bearer\",\"description\":\"Use Authorization: Bearer <RENDER_API_KEY>.\"},\"serverCardUrl\":\"https://render.com/.well-known/mcp/server-card.json\"}}}",
"issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
"issueDetails": [
{
"title": "Missing required fields",
"items": [
"serverInfo.name",
"protocolVersion",
"capabilities object",
"transport or transports"
]
}
],
"missing": [
"serverInfo.name",
"protocolVersion",
"capabilities object",
"transport or transports"
],
"protocolVersion": "",
"transportCount": 0,
"transports": [],
"invalidTransports": [],
"toolCount": 0,
"capabilityKeys": []
},
"issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
"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",
"transport or transports"
]
}
]
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{"index":0,"name":"render.docs.search","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":1,"name":"render.docs.get-markdown","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":2,"name":"render.llms.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":3,"name":"render.blog.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":4,"name":"render.articles.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]}].
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
50/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Validate resource body".
Validation steps
Validate resource body
WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{"index":0,"name":"render.docs.search","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":1,"name":"render.docs.get-markdown","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":2,"name":"render.llms.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":3,"name":"render.blog.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":4,"name":"render.articles.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]}].
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/webmcp.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": {
"spec": "webmcp/0.1",
"tools": [
{
"name": "render.docs.search",
"description": "Search Render documentation by keyword.",
"url": "/api/agent/docs-search",
"method": "GET",
"parameters": [
{
"name": "query",
"type": "string",
"description": "Keywords to search for in the Render docs.",
"required": true
}
]
},
{
"name": "render.docs.get-markdown",
"description": "Fetch a Render docs page as markdown by slug.",
"url": "/docs/{slug}.md",
"method": "GET",
"parameters": [
{
"name": "slug",
"type": "string",
"description": "Docs page slug without a leading slash. Nested slugs are allowed.",
"required": true
}
]
},
{
"name": "render.llms.get-index",
"description": "Fetch the Render llms.txt index as markdown.",
"url": "/llms.txt",
"method": "GET"
},
{
"name": "render.blog.get-index",
"description": "Fetch the latest Render blog index as markdown (most recent 20 posts).",
"url": "/blog.md",
"method": "GET"
},
{
"name": "render.articles.get-index",
"description": "Fetch the latest Render articles index as markdown (most recent 50 articles).",
"url": "/articles.md",
"method": "GET"
}
]
},
"rawExcerpt": "{\"spec\":\"webmcp/0.1\",\"tools\":[{\"name\":\"render.docs.search\",\"description\":\"Search Render documentation by keyword.\",\"url\":\"/api/agent/docs-search\",\"method\":\"GET\",\"parameters\":[{\"name\":\"query\",\"type\":\"string\",\"description\":\"Keywords to search for in the Render docs.\",\"required\":true}]},{\"name\":\"render.docs.get-markdown\",\"description\":\"Fetch a Render docs page as markdown by slug.\",\"url\":\"/docs/{slug}.md\",\"method\":\"GET\",\"parameters\":[{\"name\":\"slug\",\"type\":\"string\",\"description\":\"Docs page slug without a leading slash. Nested slugs are allowed.\",\"required\":true}]},{\"name\":\"render.llms.get-index\",\"description\":\"Fetch the Render llms.txt index as markdown.\",\"url\":\"/llms.txt\",\"method\":\"GET\"},{\"name\":\"render.blog.get-index\",\"description\":\"Fetch the latest Render blog index as markdown (most recent",
"toolCount": 5,
"invalidTools": [
{
"index": 0,
"name": "render.docs.search",
"issues": [
"name must be snake_case",
"missing inputSchema object",
"inputSchema.properties must be an object"
]
},
{
"index": 1,
"name": "render.docs.get-markdown",
"issues": [
"name must be snake_case",
"missing inputSchema object",
"inputSchema.properties must be an object"
]
},
{
"index": 2,
"name": "render.llms.get-index",
"issues": [
"name must be snake_case",
"missing inputSchema object",
"inputSchema.properties must be an object"
]
},
{
"index": 3,
"name": "render.blog.get-index",
"issues": [
"name must be snake_case",
"missing inputSchema object",
"inputSchema.properties must be an object"
]
},
{
"index": 4,
"name": "render.articles.get-index",
"issues": [
"name must be snake_case",
"missing inputSchema object",
"inputSchema.properties must be an object"
]
}
],
"issue": "WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{\"index\":0,\"name\":\"render.docs.search\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":1,\"name\":\"render.docs.get-markdown\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":2,\"name\":\"render.llms.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":3,\"name\":\"render.blog.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":4,\"name\":\"render.articles.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]}]."
},
"issue": "WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{\"index\":0,\"name\":\"render.docs.search\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":1,\"name\":\"render.docs.get-markdown\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":2,\"name\":\"render.llms.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":3,\"name\":\"render.blog.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":4,\"name\":\"render.articles.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]}].",
"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 "Validate resource body".
8 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
Needs attention
Agent Skills index
Issue
Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.
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
67/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Validate resource body".
Validation steps
Validate resource body
Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-skills/index.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": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
"skills": [
{
"name": "render-background-workers",
"type": "skill-md",
"description": "Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md",
"digest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273"
},
{
"name": "render-blueprints",
"type": "skill-md",
"description": "Authors and validates render.yaml Blueprints for Render infrastructure. Use when the user needs to write or edit a render.yaml, wire services together with fromDatabase/fromService/fromGroup, set up projects and environments for multi-service apps, configure preview environments, validate against the schema, or fix immutable field errors. Trigger terms: render.yaml, Blueprint, IaC, fromDatabase, fromService, envVarGroups, previews, projects, environments.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-blueprints/SKILL.md",
"digest": "sha256:70ce7fae4f13ddd53402ab42dc30d66dafa8f8e75060a0976e8879d361febc79"
},
{
"name": "render-cli",
"type": "skill-md",
"description": "Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation. Use when the user needs to run Render CLI commands, script deploys in CI/CD, authenticate with an API key, query services non-interactively, or troubleshoot CLI auth issues. Trigger terms: render CLI, render login, render deploys, render logs, render ssh, render psql, render blueprints validate, render skills, RENDER_API_KEY, non-interactive, CI/CD deploy.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cli/SKILL.md",
"digest": "sha256:92a67216566df7f243b718aa88b6790d5b6205b33c66788bccfb2b697a29f418"
},
{
"name": "render-cron-jobs",
"type": "skill-md",
"description": "Configures and troubleshoots scheduled tasks on Render using cron job services. Use when the user needs to run something on a schedule, write a cron expression, set up a periodic job, migrate from Heroku Scheduler, choose between cron jobs and background workers, or fix a cron that isn't firing. Trigger terms: cron job, scheduled task, periodic job, cron expression, schedule, run every, timer, Heroku Scheduler migration.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cron-jobs/SKILL.md",
"digest": "sha256:19c2e2986049b2ae11799e3d2a8e746095ed0ac3ee313ea4b8ac1126bf86a195"
},
{
"name": "render-debug",
"type": "skill-md",
"description": "Debug failed Render deployments by analyzing logs, metrics, and database state. Identifies errors (missing env vars, port binding, OOM, etc.) and suggests fixes. Use when deployments fail, services won't start, or users mention errors, logs, or debugging.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-debug/SKILL.md",
"digest": "sha256:b5e869bdf0edaebc85ca71c3e802add16f91036be3d64d2e1ca0e5cc58503fb4"
},
{
"name": "render-deploy",
"type": "skill-md",
"description": "Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-deploy/SKILL.md",
"digest": "sha256:a89d743773e81703638f1f28303c88e6588830669d8139f8f4f92f2452a34f91"
},
{
"name": "render-disks",
"type": "skill-md",
"description": "Attaches and manages persistent disks on Render services—mount paths, sizing, snapshots, file transfers, and single-instance constraints. Use when the user needs persistent storage, file uploads, a custom database on disk, CMS media storage, or needs to understand why their service can't scale horizontally or use zero-downtime deploys. Trigger terms: persistent disk, disk, storage, mount path, sizeGB, SSD, file uploads, snapshots, disk restore, ephemeral filesystem.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-disks/SKILL.md",
"digest": "sha256:12d9bb7f5db6eb964e12584bc25d2d7006e53d04c75c178146c4d18acef5ebf3"
},
{
"name": "render-docker",
"type": "skill-md",
"description": "Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints. Use when the user mentions Docker, Dockerfile, container images, multi-stage builds, container registry, GHCR, ECR, BuildKit, dockerContext, runtime docker or image, or optimizing Docker builds on Render.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-docker/SKILL.md",
"digest": "sha256:dc892116e86904a6336dad6e801c9f0acc6431a60ab646599c78070aa167c288"
},
{
"name": "render-domains",
"type": "skill-md",
"description": "Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and certificate troubleshooting. Use when the user needs to add a custom domain, configure DNS, set up HTTPS/TLS, troubleshoot certificate issuance, disable the onrender.com subdomain, or add a wildcard domain. Trigger terms: custom domain, DNS, CNAME, TLS, SSL, HTTPS, certificate, apex domain, wildcard domain, onrender.com, domain verification.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-domains/SKILL.md",
"digest": "sha256:ef6dc4bd1c66b87c15a66679a8a8b8eb584f874ec2b8fcb8403588d01e30f91b"
},
{
"name": "render-env-vars",
"type": "skill-md",
"description": "Configures environment variables, secrets, and env groups on Render. Use when the user needs to set env vars, wire secrets between services, create env groups, use generateValue, set sync: false, or troubleshoot missing or incorrect environment variable values in Blueprints or the Dashboard.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-env-vars/SKILL.md",
"digest": "sha256:ed9182eb9983aa07d3b19aca9c85da7b1d743280077b7363aec576e8c9c3a249"
},
{
"name": "render-keyvalue",
"type": "skill-md",
"description": "Provisions and configures Render Key Value (Redis-compatible Valkey 8) instances for caching, session storage, and job queues. Use when the user needs Redis, Key Value, Valkey, a cache, session store, job queue backend, or needs to configure maxmemory policy, ipAllowList, connection strings, or internal vs external access. Trigger terms: Key Value, Redis, Valkey, cache, session store, REDIS_URL, maxmemory, ipAllowList, allkeys-lru, noeviction.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-keyvalue/SKILL.md",
"digest": "sha256:c9e72f9fbbaa7c0e004774ac09ecf91a7d9e85d0b282574bbfc60c578cbab856"
},
{
"name": "render-mcp",
"type": "skill-md",
"description": "Connects and configures the Render MCP server for AI coding tools—setup per tool (Cursor, Claude Code, Codex), authentication, workspace selection, tool catalog, and troubleshooting. Use when MCP is not configured, list_services() fails, the user asks about Render MCP setup, or an action skill needs MCP but it's not connected yet. Trigger terms: MCP, Render MCP, list_services, MCP setup, MCP server, API key, Bearer token, mcp.render.com, workspace selection.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-mcp/SKILL.md",
"digest": "sha256:e25ade1b7011fcef37ce226263c4626c0f700e4b4b85c8f27269b351a10c7f83"
},
{
"name": "render-migrate-from-heroku",
"type": "skill-md",
"description": "Migrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-migrate-from-heroku/SKILL.md",
"digest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5"
},
{
"name": "render-monitor",
"type": "skill-md",
"description": "Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-monitor/SKILL.md",
"digest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f"
},
{
"name": "render-networking",
"type": "skill-md",
"description": "Connects Render services over the private network—internal DNS, service discovery, and cross-service communication. Use when the user needs to wire services together, resolve internal hostnames, troubleshoot connectivity between services, configure environment isolation, or understand which services can reach each other.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-networking/SKILL.md",
"digest": "sha256:abf617735c016c444e183b4edfcaacbcc2263c5a744de291e3baa6ff27865e0e"
},
{
"name": "render-postgres",
"type": "skill-md",
"description": "Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints, storage autoscaling, connection limits, high availability, read replicas, backups, and MCP inspection. Use when the user mentions Postgres, PostgreSQL, Render database, connection string, DATABASE_URL, backups, snapshots, replicas, HA, disk storage, connection pooling, or troubleshooting DB connectivity.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-postgres/SKILL.md",
"digest": "sha256:bf12cea2449e74870841ae28c540bee97ac1a979125b51160ff547a8a72b5609"
},
{
"name": "render-private-services",
"type": "skill-md",
"description": "Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over the private network. Use when the user needs an internal API, microservice, gRPC server, sidecar, or any service that should not be publicly accessible. Also use when choosing between a private service and a background worker. Trigger terms: private service, pserv, internal service, internal API, microservice, gRPC, not public, private network service.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-private-services/SKILL.md",
"digest": "sha256:c2abc9b0663fe23837084ef6ba642fa5dce9f481fad3d160c2c920461a4d8d5c"
},
{
"name": "render-scaling",
"type": "skill-md",
"description": "Scales Render services—configures autoscaling targets, chooses instance types, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up autoscaling, pick the right instance type, reduce costs, or troubleshoot scaling behavior like slow scale-down or stuck instances.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-scaling/SKILL.md",
"digest": "sha256:d9741ad68172e7e476bb08d1f2ecede357209eec8e4c1b3b6f8a2d2b9daabad3"
},
{
"name": "render-static-sites",
"type": "skill-md",
"description": "Deploys and configures static sites on Render's global CDN—build commands, publish paths, SPA routing, redirects, custom headers, and PR previews. Use when the user needs to deploy a static site, set up a React/Vue/Hugo/Gatsby frontend, configure SPA fallback routing, add redirect rules, customize response headers, or choose between a static site and a web service for their frontend. Trigger terms: static site, CDN, SPA, single-page app, React deploy, Vue deploy, Hugo, Gatsby, Docusaurus, Jekyll, staticPublishPath.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-static-sites/SKILL.md",
"digest": "sha256:5d927eb5a89770aabd19034771925d643272d4b42aa4368035072a453b7a6a69"
},
{
"name": "render-web-services",
"type": "skill-md",
"description": "Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent disks, and deploy lifecycle. Use when the user needs to set up a web service, fix health check failures, add a custom domain, configure zero-downtime deploys, or troubleshoot port binding issues.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-web-services/SKILL.md",
"digest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186"
},
{
"name": "render-workflows",
"type": "skill-md",
"description": "Sets up, develops, tests, and deploys Render Workflows. Covers first-time scaffolding (via CLI or manual), SDK installation (Python or TypeScript), task patterns (retries, subtasks, fan-out), local development, Dashboard deployment, and troubleshooting. Use when a user wants to set up Render Workflows for the first time, scaffold a workflow service, add or modify workflow tasks, test workflows locally, or deploy workflows to Render.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-workflows/SKILL.md",
"digest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773"
}
]
},
"rawExcerpt": "{\"$schema\":\"https://schemas.agentskills.io/discovery/0.2.0/schema.json\",\"skills\":[{\"name\":\"render-background-workers\",\"type\":\"skill-md\",\"description\":\"Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.\",\"url\":\"https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md\",\"digest\":\"sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323",
"issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
"schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
"skillCount": 21,
"validSkillCount": 21,
"invalidSkills": [],
"skills": [
{
"name": "render-background-workers",
"type": "skill-md",
"description": "Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md",
"digest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273"
},
{
"name": "render-blueprints",
"type": "skill-md",
"description": "Authors and validates render.yaml Blueprints for Render infrastructure. Use when the user needs to write or edit a render.yaml, wire services together with fromDatabase/fromService/fromGroup, set up projects and environments for multi-service apps, configure preview environments, validate against the schema, or fix immutable field errors. Trigger terms: render.yaml, Blueprint, IaC, fromDatabase, fromService, envVarGroups, previews, projects, environments.",
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"description": "Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation. Use when the user needs to run Render CLI commands, script deploys in CI/CD, authenticate with an API key, query services non-interactively, or troubleshoot CLI auth issues. Trigger terms: render CLI, render login, render deploys, render logs, render ssh, render psql, render blueprints validate, render skills, RENDER_API_KEY, non-interactive, CI/CD deploy.",
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"description": "Configures and troubleshoots scheduled tasks on Render using cron job services. Use when the user needs to run something on a schedule, write a cron expression, set up a periodic job, migrate from Heroku Scheduler, choose between cron jobs and background workers, or fix a cron that isn't firing. Trigger terms: cron job, scheduled task, periodic job, cron expression, schedule, run every, timer, Heroku Scheduler migration.",
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"type": "skill-md",
"description": "Debug failed Render deployments by analyzing logs, metrics, and database state. Identifies errors (missing env vars, port binding, OOM, etc.) and suggests fixes. Use when deployments fail, services won't start, or users mention errors, logs, or debugging.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-debug/SKILL.md",
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"type": "skill-md",
"description": "Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.",
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"type": "skill-md",
"description": "Attaches and manages persistent disks on Render services—mount paths, sizing, snapshots, file transfers, and single-instance constraints. Use when the user needs persistent storage, file uploads, a custom database on disk, CMS media storage, or needs to understand why their service can't scale horizontally or use zero-downtime deploys. Trigger terms: persistent disk, disk, storage, mount path, sizeGB, SSD, file uploads, snapshots, disk restore, ephemeral filesystem.",
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"type": "skill-md",
"description": "Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints. Use when the user mentions Docker, Dockerfile, container images, multi-stage builds, container registry, GHCR, ECR, BuildKit, dockerContext, runtime docker or image, or optimizing Docker builds on Render.",
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"name": "render-domains",
"type": "skill-md",
"description": "Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and certificate troubleshooting. Use when the user needs to add a custom domain, configure DNS, set up HTTPS/TLS, troubleshoot certificate issuance, disable the onrender.com subdomain, or add a wildcard domain. Trigger terms: custom domain, DNS, CNAME, TLS, SSL, HTTPS, certificate, apex domain, wildcard domain, onrender.com, domain verification.",
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"type": "skill-md",
"description": "Configures environment variables, secrets, and env groups on Render. Use when the user needs to set env vars, wire secrets between services, create env groups, use generateValue, set sync: false, or troubleshoot missing or incorrect environment variable values in Blueprints or the Dashboard.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-env-vars/SKILL.md",
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"type": "skill-md",
"description": "Provisions and configures Render Key Value (Redis-compatible Valkey 8) instances for caching, session storage, and job queues. Use when the user needs Redis, Key Value, Valkey, a cache, session store, job queue backend, or needs to configure maxmemory policy, ipAllowList, connection strings, or internal vs external access. Trigger terms: Key Value, Redis, Valkey, cache, session store, REDIS_URL, maxmemory, ipAllowList, allkeys-lru, noeviction.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-keyvalue/SKILL.md",
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"type": "skill-md",
"description": "Connects and configures the Render MCP server for AI coding tools—setup per tool (Cursor, Claude Code, Codex), authentication, workspace selection, tool catalog, and troubleshooting. Use when MCP is not configured, list_services() fails, the user asks about Render MCP setup, or an action skill needs MCP but it's not connected yet. Trigger terms: MCP, Render MCP, list_services, MCP setup, MCP server, API key, Bearer token, mcp.render.com, workspace selection.",
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"type": "skill-md",
"description": "Migrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.",
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"digest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5"
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{
"name": "render-monitor",
"type": "skill-md",
"description": "Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-monitor/SKILL.md",
"digest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f"
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"type": "skill-md",
"description": "Connects Render services over the private network—internal DNS, service discovery, and cross-service communication. Use when the user needs to wire services together, resolve internal hostnames, troubleshoot connectivity between services, configure environment isolation, or understand which services can reach each other.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-networking/SKILL.md",
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"type": "skill-md",
"description": "Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints, storage autoscaling, connection limits, high availability, read replicas, backups, and MCP inspection. Use when the user mentions Postgres, PostgreSQL, Render database, connection string, DATABASE_URL, backups, snapshots, replicas, HA, disk storage, connection pooling, or troubleshooting DB connectivity.",
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-postgres/SKILL.md",
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"name": "render-private-services",
"type": "skill-md",
"description": "Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over the private network. Use when the user needs an internal API, microservice, gRPC server, sidecar, or any service that should not be publicly accessible. Also use when choosing between a private service and a background worker. Trigger terms: private service, pserv, internal service, internal API, microservice, gRPC, not public, private network service.",
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"type": "skill-md",
"description": "Scales Render services—configures autoscaling targets, chooses instance types, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up autoscaling, pick the right instance type, reduce costs, or troubleshoot scaling behavior like slow scale-down or stuck instances.",
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"type": "skill-md",
"description": "Deploys and configures static sites on Render's global CDN—build commands, publish paths, SPA routing, redirects, custom headers, and PR previews. Use when the user needs to deploy a static site, set up a React/Vue/Hugo/Gatsby frontend, configure SPA fallback routing, add redirect rules, customize response headers, or choose between a static site and a web service for their frontend. Trigger terms: static site, CDN, SPA, single-page app, React deploy, Vue deploy, Hugo, Gatsby, Docusaurus, Jekyll, staticPublishPath.",
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"type": "skill-md",
"description": "Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent disks, and deploy lifecycle. Use when the user needs to set up a web service, fix health check failures, add a custom domain, configure zero-downtime deploys, or troubleshoot port binding issues.",
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"digest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186"
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"issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
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"contentType": "text/plain; charset=utf-8",
"hasSkillHeading": true,
"length": 6709,
"advertisedDigest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186",
"actualDigest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186",
"digestMatches": true
},
{
"url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-workflows/SKILL.md",
"statusCode": 200,
"contentType": "text/plain; charset=utf-8",
"hasSkillHeading": true,
"length": 9474,
"advertisedDigest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773",
"actualDigest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773",
"digestMatches": true
}
]
},
"howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
}
]
}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": "#",
"text": "Company",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary px-[--nav-bar-px] py-[--nav-bar-py]\" data-dropdown-toggle=\"true\" href=\"#\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-..."
},
{
"href": "/about",
"text": "About Us",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary py-[5px]\" tabindex=\"-1\" href=\"/about\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-focus-visible:scale-x-[1] lg:group-h..."
},
{
"href": "/about",
"text": "About",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/about\">About</a>"
},
{
"href": "https://www.linkedin.com/company/renderco/",
"text": "LinkedIn",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"https://www.linkedin.com/company/renderco/\">LinkedIn</a>"
},
{
"href": "https://www.linkedin.com/company/renderco/",
"text": "LinkedIn",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary\" href=\"https://www.linkedin.com/company/renderco/\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 insert-0 h-full w-full lg:group-focus-visible:scale-x-[1] lg:group-hover:scale-x-[1]\"..."
}
],
"contactLinks": [
{
"href": "/docs/docker",
"text": "Docker support",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/docs/docker\">Docker support</a>"
},
{
"href": "/contact",
"text": "Contact",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/contact\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy Policy",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/privacy\">Privacy Policy</a>"
},
{
"href": "/terms",
"text": "Terms of Use",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/terms\">Terms of Use</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "#",
"text": "Company",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary px-[--nav-bar-px] py-[--nav-bar-py]\" data-dropdown-toggle=\"true\" href=\"#\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-..."
},
{
"href": "/about",
"text": "About Us",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary py-[5px]\" tabindex=\"-1\" href=\"/about\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-focus-visible:scale-x-[1] lg:group-h..."
},
{
"href": "/about",
"text": "About",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/about\">About</a>"
},
{
"href": "https://www.linkedin.com/company/renderco/",
"text": "LinkedIn",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"https://www.linkedin.com/company/renderco/\">LinkedIn</a>"
},
{
"href": "https://www.linkedin.com/company/renderco/",
"text": "LinkedIn",
"html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary\" href=\"https://www.linkedin.com/company/renderco/\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 insert-0 h-full w-full lg:group-focus-visible:scale-x-[1] lg:group-hover:scale-x-[1]\"..."
}
],
"contactLinks": [
{
"href": "/docs/docker",
"text": "Docker support",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/docs/docker\">Docker support</a>"
},
{
"href": "/contact",
"text": "Contact",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/contact\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy Policy",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/privacy\">Privacy Policy</a>"
},
{
"href": "/terms",
"text": "Terms of Use",
"html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/terms\">Terms of Use</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
27 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 27,
"passing": 0,
"failing": [
{
"heading": "Click, click, done.",
"headingHtml": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Select a service",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Select a service</h3>",
"firstParagraph": "Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Deploy your code",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Deploy your code</h3>",
"firstParagraph": "Just connect your repo. Render deploys on the right runtime for your framework.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Just connect your repo. Render deploys on the right runtime for your framework.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Render does the rest",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Render does the rest</h3>",
"firstParagraph": "Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Deploy apps and agents with zero ops",
"headingHtml": "<h3 class=\"font-roobert text-heading-md-new lg:text-heading-xxl max-w-[972px] pt-[--column-size]\"><span class=\"lg:whitespace-pre-wrap\">Deploy apps and agents with</span> <span class=\"mr-12 bg-gradient-to-r from-purple-600 to-orange-400 bg-clip-text text-transparent dark:from-purple-500 dark:to-green-100\">zero ops</span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Intuitive hosting and private networking for web services, Postgres databases, cron jobs, workflows, static sites, background jobs, key value stores, private services, WebSockets, edge caches, isolated environments,",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Intuitive hosting and private networking for<!-- --> <span class=\"text-purple-600 dark:text-purple-300\">web services<!-- -->, </span><span class=\"text-green-500 dark:text-green-200\">Postgres databases<!-- -->, </span><span class=\"text-orange-400 dark:text-orange-200\">cron jobs<!-- -->, </span><span class=\"text-pink-300 dark:text-pink-300\">workflows<!-- -->, </span><span class=\"text-blue-500 dark:text-blue-200\">static sites<!-...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Full-stack previews for every pull request",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Full-stack previews for every pull request<!-- --> </h3>",
"firstParagraph": "Iterate quickly with ephemeral previews of your entire application architecture for every change.",
"paragraphHtml": "<p>Iterate quickly with ephemeral previews of your entire application architecture for every change.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Load-based autoscaling that handles 100x traffic bursts and beyond",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Load-based autoscaling that handles 100x traffic bursts and beyond<!-- --> </h3>",
"firstParagraph": "Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.",
"paragraphHtml": "<p>Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Durable, long-running workflows as code",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Durable, long-running workflows as code<!-- --> </h3>",
"firstParagraph": "Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.",
"paragraphHtml": "<p>Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise-grade Postgres databases",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Enterprise-grade Postgres databases<!-- --> </h3>",
"firstParagraph": "Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.",
"paragraphHtml": "<p>Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Integrated logs and monitoring for builds, deploys and live services",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Integrated logs and monitoring for builds, deploys and live services<!-- --> </h3>",
"firstParagraph": "See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.",
"paragraphHtml": "<p>See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Intuitive infrastructure, designed for builders",
"headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Native language runtimes",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Native language runtimes</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Infrastructure as code",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Infrastructure as code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Isolated environments",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Isolated environments</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Object storage",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Object storage</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Redis-compatible Key Value",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Redis-compatible Key Value</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "WebSockets",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">WebSockets</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Edge caching",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Edge caching</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fully-managed TLS",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Fully-managed TLS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Stay secure and resilient by default",
"headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Private networking",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Private networking</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built-in DDoS protection",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Built-in DDoS protection</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Managed compliance",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Managed compliance</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Audit controls",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Audit controls</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Encryption at rest",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Encryption at rest</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unique user identification",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Unique user identification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 75/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 75/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: render, builders, fastest, path, production.
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
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 75/100 and needs improvement.
Evidence
{
"title": "Render | The cloud for builders",
"h1": "Your fastest path to production for",
"description": "Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.",
"topicOverlap": 0.16666666666666666,
"topicTerms": [
"render",
"cloud",
"builders",
"fastest",
"path",
"production"
],
"descriptionTerms": [
"deploy",
"scale",
"any",
"app",
"agent",
"first",
"user",
"billionth",
"build",
"faster",
"intuitive",
"cloud",
"infrastructure",
"modern",
"web"
],
"missingFromDescription": [
"render",
"builders",
"fastest",
"path",
"production"
],
"score": 75,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 3,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 1,
"schemaBlocks": 3,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 83/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 83/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
1 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
83/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 83/100 and needs improvement.
Evidence
{
"schemaCount": 3,
"checkedFields": [
{
"path": "$[0].name",
"value": "Render"
},
{
"path": "$[0].description",
"value": "Render is a cloud application platform for deploying and scaling web applications, APIs, databases, AI workloads, workflows, and agent infrastructure."
},
{
"path": "$[0].founder.name",
"value": "Anurag Goel"
},
{
"path": "$[1].name",
"value": "Render"
},
{
"path": "$[2].name",
"value": "Render"
},
{
"path": "$[2].description",
"value": "Cloud application platform for deploying web services, static sites, databases, cron jobs, background workers, workflows, AI workloads, and agent infrastructure."
}
],
"mismatches": [
{
"path": "$[0].founder.name",
"value": "Anurag Goel"
}
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
27 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 27,
"passing": 0,
"failing": [
{
"heading": "Click, click, done.",
"headingHtml": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Select a service",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Select a service</h3>",
"firstParagraph": "Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Deploy your code",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Deploy your code</h3>",
"firstParagraph": "Just connect your repo. Render deploys on the right runtime for your framework.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Just connect your repo. Render deploys on the right runtime for your framework.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Render does the rest",
"headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Render does the rest</h3>",
"firstParagraph": "Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.",
"paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Deploy apps and agents with zero ops",
"headingHtml": "<h3 class=\"font-roobert text-heading-md-new lg:text-heading-xxl max-w-[972px] pt-[--column-size]\"><span class=\"lg:whitespace-pre-wrap\">Deploy apps and agents with</span> <span class=\"mr-12 bg-gradient-to-r from-purple-600 to-orange-400 bg-clip-text text-transparent dark:from-purple-500 dark:to-green-100\">zero ops</span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Intuitive hosting and private networking for web services, Postgres databases, cron jobs, workflows, static sites, background jobs, key value stores, private services, WebSockets, edge caches, isolated environments,",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Intuitive hosting and private networking for<!-- --> <span class=\"text-purple-600 dark:text-purple-300\">web services<!-- -->, </span><span class=\"text-green-500 dark:text-green-200\">Postgres databases<!-- -->, </span><span class=\"text-orange-400 dark:text-orange-200\">cron jobs<!-- -->, </span><span class=\"text-pink-300 dark:text-pink-300\">workflows<!-- -->, </span><span class=\"text-blue-500 dark:text-blue-200\">static sites<!-...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Full-stack previews for every pull request",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Full-stack previews for every pull request<!-- --> </h3>",
"firstParagraph": "Iterate quickly with ephemeral previews of your entire application architecture for every change.",
"paragraphHtml": "<p>Iterate quickly with ephemeral previews of your entire application architecture for every change.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Load-based autoscaling that handles 100x traffic bursts and beyond",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Load-based autoscaling that handles 100x traffic bursts and beyond<!-- --> </h3>",
"firstParagraph": "Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.",
"paragraphHtml": "<p>Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Durable, long-running workflows as code",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Durable, long-running workflows as code<!-- --> </h3>",
"firstParagraph": "Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.",
"paragraphHtml": "<p>Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise-grade Postgres databases",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Enterprise-grade Postgres databases<!-- --> </h3>",
"firstParagraph": "Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.",
"paragraphHtml": "<p>Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Integrated logs and monitoring for builds, deploys and live services",
"headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Integrated logs and monitoring for builds, deploys and live services<!-- --> </h3>",
"firstParagraph": "See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.",
"paragraphHtml": "<p>See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Intuitive infrastructure, designed for builders",
"headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Native language runtimes",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Native language runtimes</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Infrastructure as code",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Infrastructure as code</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Isolated environments",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Isolated environments</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Object storage",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Object storage</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Redis-compatible Key Value",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Redis-compatible Key Value</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "WebSockets",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">WebSockets</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Edge caching",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Edge caching</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fully-managed TLS",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Fully-managed TLS</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Stay secure and resilient by default",
"headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Private networking",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Private networking</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built-in DDoS protection",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Built-in DDoS protection</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Managed compliance",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Managed compliance</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Audit controls",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Audit controls</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Encryption at rest",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Encryption at rest</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Unique user identification",
"headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Unique user identification</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 79/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 79/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: render, builders, fastest, path, production.
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
79/100
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 79/100 and needs improvement.
Evidence
{
"title": "Render | The cloud for builders",
"h1": "Your fastest path to production for",
"description": "Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.",
"topicOverlap": 0.16666666666666666,
"definitionCount": 1,
"topicTerms": [
"render",
"cloud",
"builders",
"fastest",
"path",
"production"
],
"descriptionTerms": [
"deploy",
"scale",
"any",
"app",
"agent",
"first",
"user",
"billionth",
"build",
"faster",
"intuitive",
"cloud",
"infrastructure",
"modern",
"web"
],
"missingFromDescription": [
"render",
"builders",
"fastest",
"path",
"production"
],
"score": 79,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
48 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, maximum-scale=1",
"visibleWords": 727,
"htmlBytes": 374380,
"imagesMissingDimensions": [
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/a8a77005a5d6719fa267d0b681bb6e2e6006b700-105x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Base 44\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/a8a77005a5d6719fa267d0b681bb6e2e6006b700-105x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/5f81ebe2816d7d4e9053898f9fa38b64278e1dbe-83x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Fortune\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/5f81ebe2816d7d4e9053898f9fa38b64278e1dbe-83x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/641c469f764d8f6978a6f510f7e9ab8efca6e943-129x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Cognition\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/641c469f764d8f6978a6f510f7e9ab8efca6e943-129x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/de0eefddbaf54a5c8ff23ee225a9fa4dd714813f-139x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Tripadvisor\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/de0eefddbaf54a5c8ff23ee225a9fa4dd714813f-139x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/98e1fec6f4ad58641c5b4565207c9f5bf09330db-93x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Basis\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/98e1fec6f4ad58641c5b4565207c9f5bf09330db-93x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/e61666bdc236665fc308eb528089443eb6b3ab58-100x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Shopify\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/e61666bdc236665fc308eb528089443eb6b3ab58-100x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/387ac4eace79c3a03a68523c9a0ec613b46c4b9e-76x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Meter\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/387ac4eace79c3a03a68523c9a0ec613b46c4b9e-76x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/5ac60174dc97ea157389184df482558cb3b8ad85-86x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Content Square\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/5ac60174dc97ea157389184df482558cb3b8ad85-86x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/a805feca60a711be4abb75453046e94ee06e222e-125x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Commure\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/a805feca60a711be4abb75453046e94ee06e222e-125x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/ee588ea6caedb2d6bb17e24dcb1602b9642915b2-118x40.svg?w=400&fit=max&auto=format",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"McKinsey\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/ee588ea6caedb2d6bb17e24dcb1602b9642915b2-118x40.svg?w=400&fit=max&auto=format\">"
},
{
"src": "https://cdn.sanity.io/images/hvk0tap5/production/2833f10c6debfa9ba6346ff642bc12a9126acbf2-360x400.svg?fit=max&auto=format",
"width": "",
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}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Click, click, done.",
"html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
},
{
"text": "Intuitive infrastructure, designed for builders",
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
},
{
"text": "Stay secure and resilient by default",
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Render?",
"pattern": {}
},
{
"id": "how",
"label": "How does Render work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Render?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Render free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Render compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Render?",
"pattern": {}
},
{
"id": "how",
"label": "How does Render work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Render?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Render free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Render compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146414
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146394
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146414
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Click, click, done.",
"html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
},
{
"text": "Intuitive infrastructure, designed for builders",
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
},
{
"text": "Stay secure and resilient by default",
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Render?",
"pattern": {}
},
{
"id": "how",
"label": "How does Render work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Render?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Render free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Render compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Render?",
"pattern": {}
},
{
"id": "how",
"label": "How does Render work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Render?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Render free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Render compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73523,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"compatibleContentType": false,
"contentLength": 72633,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": false,
"links": [
"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js",
"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js",
"/script",
"/_next/static/chunks/1255-3aea83894c57e514.js",
"/script",
"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js",
"/script",
"/_next/static/chunks/4136-b48f4d9c79d17e49.js",
"/script",
"/_next/static/chunks/5090-3efab4ab895f922b.js"
],
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.j"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146414,
"text": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/a02a323226559df3-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/b134c96c03a76fa5-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/c7e359b9e8a1a81c-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/dc03e58dafb0f94e-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/e8e1f899a4774ee8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/eb0b6447daad5399-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/b0f5d8f15fd7fda5.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/305a22106d19e694.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/574dc7d9222aa34c.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8334-2f685e9adec2cde7.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1846-9af8383c0edaf6fc.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1464-21bd65d156dec074.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1544-3f1c0d070303d6aa.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1975-178f77497ab24a91.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/7853-9b7990ae05a2a0a2.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/layout-78442b2a056e1dbf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-34ef78e6e30182d6.js?dpl=jmtwd\" async=\"\"></script><script async=\"\" defer=\"\" data-domain=\"render.com\" data-api=\"/pan/api/event\" src=\"/pan/script.js\"></script><script src=\"/_next/static/chunks/a4634e51-0eb3def0f9a36b71.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/2619-a662739308d4ccf4.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8340-a45ebfff5882e182.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/613-e029b78da29fd5cf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1356-2e17dc0f1b8177b1.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1196-125a1c82851f1012.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/574-b8021f4b30b49148.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1291-e1d981a50c84"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146414,
"text": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/a02a323226559df3-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/b134c96c03a76fa5-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/c7e359b9e8a1a81c-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/dc03e58dafb0f94e-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/e8e1f899a4774ee8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/eb0b6447daad5399-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/b0f5d8f15fd7fda5.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/305a22106d19e694.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/574dc7d9222aa34c.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8334-2f685e9adec2cde7.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1846-9af8383c0edaf6fc.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1464-21bd65d156dec074.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1544-3f1c0d070303d6aa.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1975-178f77497ab24a91.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/7853-9b7990ae05a2a0a2.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/layout-78442b2a056e1dbf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-34ef78e6e30182d6.js?dpl=jmtwd\" async=\"\"></script><script async=\"\" defer=\"\" data-domain=\"render.com\" data-api=\"/pan/api/event\" src=\"/pan/script.js\"></script><script src=\"/_next/static/chunks/a4634e51-0eb3def0f9a36b71.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/2619-a662739308d4ccf4.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8340-a45ebfff5882e182.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/613-e029b78da29fd5cf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1356-2e17dc0f1b8177b1.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1196-125a1c82851f1012.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/574-b8021f4b30b49148.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1291-e1d981a50c84"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}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
3 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 3,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Click, click, done.",
"isQuestion": false,
"html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
},
{
"index": 2,
"text": "Intuitive infrastructure, designed for builders",
"isQuestion": false,
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
},
{
"index": 3,
"text": "Stay secure and resilient by default",
"isQuestion": false,
"html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146408
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146394
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://render.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
Check name
`[aria-hidden="true"]` elements contain focusable descendents
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus)."
}Performance and AccessibilityPerformanceBrowser audit
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
Check name
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list).
References
https://web.dev/learn/performance/Evidence
{
"description": "Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 30Â KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 30Â KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 40
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
14 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 3,637Â 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 3,637Â 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": 80
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
14 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 140Â 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 140Â ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 8,153Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 8,153Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 8348722
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
51/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "interactive",
"title": "Time to Interactive",
"score": 11,
"displayValue": "7.9Â s",
"numericValue": 7879.884600046889
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.3Â s",
"numericValue": 331.0023770735288
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 10,
"displayValue": "4.0Â s",
"numericValue": 3992.5163327562095
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 16.481370000000002
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 83,
"displayValue": "1.4Â s",
"numericValue": 1421.0159263926428
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 130Â ms",
"numericValue": 127
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 5,
"displayValue": "560Â ms",
"numericValue": 561.9999999999973
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "2,040Â ms",
"numericValue": 2043.0000000000005
}
]
}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 |
|---|---|---|---|
| 73/100 | Level 3, Bot-Aware | Current report |