Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 32 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 67 out of 100
- SEO 92 out of 100
- Performance and Accessibility 79 out of 100
What AI sees of your website
Professional 3D Printers by Formlabs | Formlabs
Formlabs is the largest supplier of professional stereolithography (SLA) and selective laser sintering (SLS) 3D printers in the world.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 32 | Priority fix | 5 | 18 | 0 | View details |
| Discoverability | 29 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 33 | Priority fix | 2 | 8 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 67 | Needs work | 5 | 3 | 12 | View details |
| GEO Readiness | 79 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 58 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 63 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 79 | Mostly ready | 16 | 6 | 4 | View details |
| Performance | 80 | Mostly ready | 11 | 4 | 4 | View details |
| Accessibility | 77 | Mostly ready | 5 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
56 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 30981,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; invalid h1 (found 10); skipped heading levels; 5 links missing accessible names; 4 buttons missing accessible names; 0/1 applicable form inputs have autocomplete attributes (1 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a href=\"https://checkout.formlabs.com/us_en/customer/account/index/\" target=\"_self\" class=\"Controls_user-button__WNlLv Button_button__exqP_ Variants_ghost__bIrFF Sizes_ghost__gbHY4 Sizes_medium__IyLgj Colors_black__DDyJB Sizes_with-icon__QxzX3 Sizes_icon-only__s8zdN\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"ui-h-5 ui-w-5\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.482\" d=\"M5 20c0-2.5 2-4.4 4.4-4.4h5.1c2.5 0 4.",
"<a href=\"/blog/how-black-diamond-prototypes-gear/\"><div class=\"aspect-video\"><div class=\"relative h-full w-full\"><img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2Fc8%2F41%2Fc841ca23-e814-49fd-a713-f4715475adae%2Foptimized_for_web_jpeg-07172020_3l_prints_231s_2.jpg",
"<a href=\"/blog/how-black-diamond-prototypes-gear/\"><div class=\"aspect-video\"><div class=\"relative h-full w-full\"><img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F0c%2F24%2F0c244e2b-e6ba-4c6e-ac56-0a4c9574bdc3%2Foptimized_for_web_jpeg-04112024_ford_user_story_088-",
"<a href=\"/blog/sls-drones-fuse-freefly-systems/\"><div class=\"aspect-video\"><div class=\"relative h-full w-full\"><img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2Fea%2F98%2Fea98a5dc-c334-475f-b42c-d4e47f74083e%2Fcms_optimized_jpg-04232026_freefly_user_story_745-dxo_",
"<a href=\"/blog/how-black-diamond-prototypes-gear/\"><div class=\"aspect-video\"><div class=\"relative h-full w-full\"><img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F7b%2F25%2F7b25ca4f-e8ff-4195-b46b-d9c38579d1b2%2Fdorman_1.jpg&w=640&q=75 640w, /_next/image/?"
],
"inaccessibleButtons": [
"<button class=\"SiteSwitcher_switcher__0h5xq SiteSwitcher_variant-dark__Dsz3e\"><div class=\"SiteSwitcher_divider__Jha07\"></div><span class=\"SiteSwitcher_menu-item__X5RWx\"></span><i aria-hidden=\"true\" class=\"fl-v2 fl-v2-fl-chevron_down Icon_black__3Fzk3 Icon_icon___a8Fw SiteSwitcher_icon__JEaG8\" role=\"presentation\" style=\"font-size:24px\"></i></button>",
"<button class=\"Controls_search-button__w4Lf3 Button_button__exqP_ Variants_ghost__bIrFF Sizes_ghost__gbHY4 Sizes_medium__IyLgj Colors_black__DDyJB Sizes_with-icon__QxzX3 Sizes_icon-only__s8zdN\" type=\"button\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"ui-h-5 ui-w-5\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M14.193 5.582a5.97 5.97 0 1 1-8.444 8.444 5.97 5.97 0 0 1 8.444-8.444M14.15 14.06 20 19.99\"/></svg></",
"<button class=\"InteractiveDiv_div__EOsWC CountrySelection_modal-button__Mc8Jo\"><span class=\"Controls_language-code__omyo_\"></span></button>",
"<button class=\"Controls_hamburger-button__ZNYD4 Button_button__exqP_ Variants_ghost__bIrFF Sizes_ghost__gbHY4 Sizes_medium__IyLgj Colors_black__DDyJB Sizes_with-icon__QxzX3 Sizes_icon-only__s8zdN\" type=\"button\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 24 24\" class=\"ui-h-5 ui-w-5\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"M3 5h18M3 12h18M3 19h18\"/></svg></button>"
],
"missingAutocompleteInputs": [
"<input type=\"email\" name=\"Email\" placeholder=\"Business email\" title=\"Email\" aria-label=\"Business email\" aria-required=\"true\" required>"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Tools That Bring Ideas to Life",
"h3: Form 4",
"h3: Form 4L",
"h3: Fuse X1",
"h3: Fuse 1+",
"h3: Form 4B",
"h3: Form 4BL",
"h3: Form 4B",
"h3: Form 4BL",
"h1: Latest News",
"h3: Industrial SLS Made Accessible",
"h4: Flexible 80A Resin V2 Rivals 80A Cast Urethanes",
"h4: New Tough Resins Rival Injection-Molded Plastics",
"h4: Form Cure L V2: Precise, consistent results — every time",
"h4: Smaller touchpoints, cleaner finishes, and faster support removal",
"h1: Make Anything With Formlabs 3D Printers",
"h1: Rapid Prototyping",
"h1: Concept Exploration",
"h1: Looks-Like Prototyping",
"h1: Functional Prototyping",
"h1: Product Validation",
"h1: Materials for Every Application",
"h1: Trusted by the World's Leading Companies",
"h3: How Tesla Giga Nevada Prints 20,000 Parts a Month Instead of Injection Molding With Fuse X1",
"h3: How Fuse X1 Helps Radio Flyer Shorten Prototyping Timelines by 90% With 9x Less Labor",
"h3: Eaton",
"h3: Mosolf",
"h3: Ford",
"h3: Brose",
"h3: 3D Printers",
"h3: Post-Processing",
"h3: Materials",
"h3: Software",
"h3: Services",
"h3: Industries",
"h3: Learn",
"h3: Company",
"h3: Support",
"h3: Sales"
]
},
"counts": {
"h1": 10,
"headings": 39,
"links": 223,
"inaccessibleLinks": 5,
"buttons": 18,
"inaccessibleButtons": 4,
"images": 28,
"imagesWithAlt": 28,
"autocompleteInputs": 1,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 1
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "formlabs.com",
"probes": [
{
"name": "_index._agents.formlabs.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.formlabs.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": "formlabs.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 UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="Email"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 242,
"interactiveWithTags": 0,
"totalCount": 243,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email\"> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 1,
"issues": [
"<input name=\"Email\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"Email\"> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 242,
"interactiveWithTags": 0,
"totalCount": 243,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email\"> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 242,
"interactiveWithTags": 0,
"totalCount": 243,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
10 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}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": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact a 3D Printing Expert",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"2687\" target=\"_self\" href=\"/company/contact/sales/\">Contact a 3D Printing Expert</a>"
},
{
"href": "/company/events/",
"text": "Events",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"973\" target=\"_self\" href=\"/company/events/\">Events</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a class=\"bg-transparent hover:bg-white/10 border-white text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6 w-full !px-6 py-3 lg:w-auto !text-dark12 !border-dark7\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "https://www.linkedin.com/company/formlabs",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/formlabs\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"SocialMediaIcons_button__Qa_ms\" aria-label=\"Formlabs LinkedIn page\"><i aria-hidden=\"true\" class=\"fl-v2 fl-v2-fl-linkedin-frameless Icon_black__3Fzk3 Icon_icon___a8Fw\" role=\"presentation\" style=\"font-size:1.33rem\"></i></a>"
},
{
"href": "/company/events/",
"text": "Events",
"html": "<a target=\"_self\" href=\"/company/events/\">Events</a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a target=\"_self\" href=\"/company/\">About</a>"
},
{
"href": "/company/press/",
"text": "Press",
"html": "<a target=\"_self\" href=\"/company/press/\">Press</a>"
},
{
"href": "/company/press-coverage/",
"text": "Press Coverage",
"html": "<a target=\"_self\" href=\"/company/press-coverage/\">Press Coverage</a>"
},
{
"href": "/company/community-impact/",
"text": "Community & Impact",
"html": "<a target=\"_self\" href=\"/company/community-impact/\">Community & Impact</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a target=\"_self\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "/company/partners/",
"text": "Find a Reseller",
"html": "<a target=\"_self\" href=\"/company/partners/\">Find a Reseller</a>"
}
],
"contactLinks": [
{
"href": "https://support.formlabs.com/",
"text": "Support",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"790\">Support</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact a 3D Printing Expert",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"2687\" target=\"_self\" href=\"/company/contact/sales/\">Contact a 3D Printing Expert</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"790\">Support</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support Resources",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-2-link__0ZtQd MenuItem_leaf__4NlNi\" data-submenu-id=\"2998\">Support Resources</a>"
},
{
"href": "https://support.formlabs.com/s/contact-support",
"text": "Contact Support",
"html": "<a href=\"https://support.formlabs.com/s/contact-support\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-2-link__0ZtQd MenuItem_leaf__4NlNi\" data-submenu-id=\"2997\">Contact Support</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a class=\"bg-transparent hover:bg-white/10 border-white text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6 w-full !px-6 py-3 lg:w-auto !text-dark12 !border-dark7\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "/3d-printers/fuse-1/",
"text": "SLSFuse 1+Accessible, industrial-grade thermoplastic parts with supportless SLS printing.",
"html": "<a class=\"w-52 shrink-0 snap-start overflow-hidden rounded-xl bg-light3 cursor-pointer\" href=\"/3d-printers/fuse-1/\"><div class=\"p-2 flex flex-col gap-2\"><div class=\"relative aspect-square rounded-md bg-white shadow-[0_1px_2px_0_rgba(17,17,16,0.05)]\"><div class=\"relative h-full w-full\"><img alt=\"fuse 1 printer\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-md object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"..."
},
{
"href": "/blog/new-preform-settings-3-54/",
"text": "Now Live, Supports V2Smaller touchpoints, cleaner finishes, and faster support removal",
"html": "<a class=\"flex items-stretch gap-1 p-2\" href=\"/blog/new-preform-settings-3-54/\"><div class=\"h-20 w-[120px] shrink-0 overflow-hidden\"><div class=\"aspect-video h-full w-full after:rounded-lg after:ring-light9/20\"><div class=\"relative h-full w-full\"><img alt=\"Smaller touchpoints, cleaner finishes, and faster part removal\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent..."
},
{
"href": "/blog/3d-printing-helps-dorman-keep-pace-with-automotive-oems/",
"text": "Learn More",
"html": "<a class=\"bg-black hover:bg-gradient-to-r hover:from-light1/10 hover:to-light1/10 border-transparent text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6\" href=\"/blog/3d-printing-helps-dorman-keep-pace-with-automotive-oems/\">Learn More</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support Resources",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\">Support Resources</a>"
},
{
"href": "https://support.formlabs.com/s/contact-support",
"text": "Contact Support",
"html": "<a href=\"https://support.formlabs.com/s/contact-support\" target=\"_self\">Contact Support</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a target=\"_self\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "https://support.formlabs.com/s/topic/0TO1Y000000Iw01WAC/faq?language=en",
"text": "FAQ",
"html": "<a href=\"https://support.formlabs.com/s/topic/0TO1Y000000Iw01WAC/faq?language=en\" target=\"_self\">FAQ</a>"
}
],
"privacyLinks": [
{
"href": "https://formlabs.com/terms-of-service/accessibility-statement/",
"text": "Formlabs Accessibility Notice Statement",
"html": "<a href=\"https://formlabs.com/terms-of-service/accessibility-statement/\" target=\"_self\" tabindex=\"1\">Formlabs Accessibility Notice Statement</a>"
},
{
"href": "/terms-of-service/accessibility-statement/",
"text": "Accessibility",
"html": "<a target=\"_self\" href=\"/terms-of-service/accessibility-statement/\">Accessibility</a>"
},
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a target=\"_self\" href=\"/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "/terms-of-service/",
"text": "Terms of Service",
"html": "<a target=\"_self\" href=\"/terms-of-service/\">Terms of Service</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": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact a 3D Printing Expert",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"2687\" target=\"_self\" href=\"/company/contact/sales/\">Contact a 3D Printing Expert</a>"
},
{
"href": "/company/events/",
"text": "Events",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"973\" target=\"_self\" href=\"/company/events/\">Events</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a class=\"bg-transparent hover:bg-white/10 border-white text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6 w-full !px-6 py-3 lg:w-auto !text-dark12 !border-dark7\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "https://www.linkedin.com/company/formlabs",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/formlabs\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"SocialMediaIcons_button__Qa_ms\" aria-label=\"Formlabs LinkedIn page\"><i aria-hidden=\"true\" class=\"fl-v2 fl-v2-fl-linkedin-frameless Icon_black__3Fzk3 Icon_icon___a8Fw\" role=\"presentation\" style=\"font-size:1.33rem\"></i></a>"
},
{
"href": "/company/events/",
"text": "Events",
"html": "<a target=\"_self\" href=\"/company/events/\">Events</a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a target=\"_self\" href=\"/company/\">About</a>"
},
{
"href": "/company/press/",
"text": "Press",
"html": "<a target=\"_self\" href=\"/company/press/\">Press</a>"
},
{
"href": "/company/press-coverage/",
"text": "Press Coverage",
"html": "<a target=\"_self\" href=\"/company/press-coverage/\">Press Coverage</a>"
},
{
"href": "/company/community-impact/",
"text": "Community & Impact",
"html": "<a target=\"_self\" href=\"/company/community-impact/\">Community & Impact</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a target=\"_self\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "/company/partners/",
"text": "Find a Reseller",
"html": "<a target=\"_self\" href=\"/company/partners/\">Find a Reseller</a>"
}
],
"contactLinks": [
{
"href": "https://support.formlabs.com/",
"text": "Support",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"790\">Support</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-0-link__ZDAzx\" data-menu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact a 3D Printing Expert",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-3-link__PCLkd\" data-submenu-id=\"2687\" target=\"_self\" href=\"/company/contact/sales/\">Contact a 3D Printing Expert</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"790\">Support</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support Resources",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-2-link__0ZtQd MenuItem_leaf__4NlNi\" data-submenu-id=\"2998\">Support Resources</a>"
},
{
"href": "https://support.formlabs.com/s/contact-support",
"text": "Contact Support",
"html": "<a href=\"https://support.formlabs.com/s/contact-support\" target=\"_self\" class=\"MenuItem_menu-item__DLipi MenuItem_level-2-link__0ZtQd MenuItem_leaf__4NlNi\" data-submenu-id=\"2997\">Contact Support</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a class=\"MenuItem_menu-item__DLipi MenuItem_level-1-link__9VF2c\" data-submenu-id=\"6\" target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a class=\"bg-transparent hover:bg-white/10 border-white text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6 w-full !px-6 py-3 lg:w-auto !text-dark12 !border-dark7\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "/3d-printers/fuse-1/",
"text": "SLSFuse 1+Accessible, industrial-grade thermoplastic parts with supportless SLS printing.",
"html": "<a class=\"w-52 shrink-0 snap-start overflow-hidden rounded-xl bg-light3 cursor-pointer\" href=\"/3d-printers/fuse-1/\"><div class=\"p-2 flex flex-col gap-2\"><div class=\"relative aspect-square rounded-md bg-white shadow-[0_1px_2px_0_rgba(17,17,16,0.05)]\"><div class=\"relative h-full w-full\"><img alt=\"fuse 1 printer\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-md object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"..."
},
{
"href": "/blog/new-preform-settings-3-54/",
"text": "Now Live, Supports V2Smaller touchpoints, cleaner finishes, and faster support removal",
"html": "<a class=\"flex items-stretch gap-1 p-2\" href=\"/blog/new-preform-settings-3-54/\"><div class=\"h-20 w-[120px] shrink-0 overflow-hidden\"><div class=\"aspect-video h-full w-full after:rounded-lg after:ring-light9/20\"><div class=\"relative h-full w-full\"><img alt=\"Smaller touchpoints, cleaner finishes, and faster part removal\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-lg object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent..."
},
{
"href": "/blog/3d-printing-helps-dorman-keep-pace-with-automotive-oems/",
"text": "Learn More",
"html": "<a class=\"bg-black hover:bg-gradient-to-r hover:from-light1/10 hover:to-light1/10 border-transparent text-white px-[.9375rem] py-[.3125rem] text-xs font-display rounded-md border text-center uppercase leading-6\" href=\"/blog/3d-printing-helps-dorman-keep-pace-with-automotive-oems/\">Learn More</a>"
},
{
"href": "/company/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"/company/contact/\">Contact</a>"
},
{
"href": "https://support.formlabs.com/",
"text": "Support Resources",
"html": "<a href=\"https://support.formlabs.com/\" target=\"_self\">Support Resources</a>"
},
{
"href": "https://support.formlabs.com/s/contact-support",
"text": "Contact Support",
"html": "<a href=\"https://support.formlabs.com/s/contact-support\" target=\"_self\">Contact Support</a>"
},
{
"href": "/company/contact/sales/",
"text": "Contact Sales",
"html": "<a target=\"_self\" href=\"/company/contact/sales/\">Contact Sales</a>"
},
{
"href": "https://support.formlabs.com/s/topic/0TO1Y000000Iw01WAC/faq?language=en",
"text": "FAQ",
"html": "<a href=\"https://support.formlabs.com/s/topic/0TO1Y000000Iw01WAC/faq?language=en\" target=\"_self\">FAQ</a>"
}
],
"privacyLinks": [
{
"href": "https://formlabs.com/terms-of-service/accessibility-statement/",
"text": "Formlabs Accessibility Notice Statement",
"html": "<a href=\"https://formlabs.com/terms-of-service/accessibility-statement/\" target=\"_self\" tabindex=\"1\">Formlabs Accessibility Notice Statement</a>"
},
{
"href": "/terms-of-service/accessibility-statement/",
"text": "Accessibility",
"html": "<a target=\"_self\" href=\"/terms-of-service/accessibility-statement/\">Accessibility</a>"
},
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a target=\"_self\" href=\"/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "/terms-of-service/",
"text": "Terms of Service",
"html": "<a target=\"_self\" href=\"/terms-of-service/\">Terms of Service</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, JSON-LD structured data.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": true,
"definitionPatterns": 2,
"schemaBlocks": 0,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"JSON-LD structured data"
],
"score": 60,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
21 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": 25,
"passing": 4,
"failing": [
{
"heading": "Form 4",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4</h3>",
"firstParagraph": "Unmatched speed, precision, and versatility in one desktop 3D printer.",
"paragraphHtml": "<p>Unmatched speed, precision, and versatility in one desktop 3D printer.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Form 4L",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4L</h3>",
"firstParagraph": "Redefining speed and accuracy for larger, professional-grade parts.",
"paragraphHtml": "<p>Redefining speed and accuracy for larger, professional-grade parts.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Fuse X1",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Fuse X1</h3>",
"firstParagraph": "High volume production runs and full-size prototypes in days, not weeks.",
"paragraphHtml": "<p>High volume production runs and full-size prototypes in days, not weeks.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Fuse 1+",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Fuse 1+</h3>",
"firstParagraph": "Accessible, industrial-grade thermoplastic parts with supportless SLS printing.",
"paragraphHtml": "<p>Accessible, industrial-grade thermoplastic parts with supportless SLS printing.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4B",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4B</h3>",
"firstParagraph": "Personalize care with biocompatible models and medical devices.",
"paragraphHtml": "<p>Personalize care with biocompatible models and medical devices.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4BL",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4BL</h3>",
"firstParagraph": "Large biocompatible model and medical device production in-house.",
"paragraphHtml": "<p>Large biocompatible model and medical device production in-house.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4B",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4B</h3>",
"firstParagraph": "Open-system freedom meets unmatched speed and reliability.",
"paragraphHtml": "<p>Open-system freedom meets unmatched speed and reliability.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Form 4BL",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4BL</h3>",
"firstParagraph": "High throughput dental manufacturing for labs and aligner manufacturers.",
"paragraphHtml": "<p>High throughput dental manufacturing for labs and aligner manufacturers.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Industrial SLS Made Accessible",
"headingHtml": "<h3 class=\"text-dark12 text-xl leading-7 lg:text-2xl\">Industrial SLS Made Accessible</h3>",
"firstParagraph": "4x higher rebound, 2x higher tear strength, 2x higher elongation at break",
"paragraphHtml": "<p class=\"text-dark11 truncate text-xs font-medium uppercase leading-5\">4x higher rebound, 2x higher tear strength, 2x higher elongation at break</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "How Tesla Giga Nevada Prints 20,000 Parts a Month Instead of Injection Molding With Fuse X1",
"headingHtml": "<h3 class=\"font-supreme text-2xl lg:text-4xl text-dark12\">How Tesla Giga Nevada Prints 20,000 Parts a Month Instead of Injection Molding With Fuse X1</h3>",
"firstParagraph": "“With the increased throughput and decreased costs, Fuse X1 has completely changed our perspective on what kinds of projects our lab can support versus what we would have traditionally moved to an injection mold.”",
"paragraphHtml": "<p><em>“With the increased throughput and decreased costs, Fuse X1 has completely changed our perspective on what kinds of projects our lab can support versus what we would have traditionally moved to an injection mold.”</em></p>",
"words": 34,
"direct": false,
"issue": "First paragraph is 34 words and does not look like a concise direct answer."
},
{
"heading": "How Fuse X1 Helps Radio Flyer Shorten Prototyping Timelines by 90% With 9x Less Labor",
"headingHtml": "<h3 class=\"font-supreme text-2xl lg:text-4xl text-dark12\">How Fuse X1 Helps Radio Flyer Shorten Prototyping Timelines by 90% With 9x Less Labor</h3>",
"firstParagraph": "“With Fuse X1, we can now print an entire Flyer Loop cargo ebike overnight and be gluing it together the next day. So we went from two months to two weeks to a couple of days.”",
"paragraphHtml": "<p><em>“With Fuse X1, we can now print an entire Flyer Loop cargo ebike overnight and be gluing it together the next day. So we went from two months to two weeks to a couple of days.”</em></p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "3D Printers",
"headingHtml": "<h3>3D Printers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Post-Processing",
"headingHtml": "<h3>Post-Processing</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Materials",
"headingHtml": "<h3>Materials</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Software",
"headingHtml": "<h3>Software</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Services",
"headingHtml": "<h3>Services</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industries",
"headingHtml": "<h3>Industries</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn",
"headingHtml": "<h3>Learn</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3>Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h3>Support</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Sales",
"headingHtml": "<h3>Sales</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
21 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 0,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: tools, bring, ideas, life.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Professional 3D Printers by Formlabs | Formlabs",
"h1": "Tools That Bring Ideas to Life",
"description": "Formlabs is the largest supplier of professional stereolithography (SLA) and selective laser sintering (SLS) 3D printers in the world.",
"topicOverlap": 0.42857142857142855,
"topicTerms": [
"professional",
"printers",
"formlabs",
"tools",
"bring",
"ideas",
"life"
],
"descriptionTerms": [
"formlabs",
"largest",
"supplier",
"professional",
"stereolithography",
"sla",
"selective",
"laser",
"sintering",
"sls",
"printers",
"world"
],
"missingFromDescription": [
"tools",
"bring",
"ideas",
"life"
],
"score": 83,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
4 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 4,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 36,
"heading": "H3: Eaton",
"text": "“The Fuse is attractive because it's a price point that is easily adoptable. The build volume is right for what a factory generally needs, and so when you match the footprint size plus the cost, it makes it attainable to a lot of our factories. Then the ecosystem around it and the usability was a step change in the SLS category.”",
"words": 61,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (61 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p><em>“The Fuse is attractive because it's a price point that is easily adoptable. The build volume is right for what a factory generally needs, and so when you match the footprint size plus the cost, it makes it attainable to a lot of our factories. Then the ecosystem around it and the usability was a step change in the SLS category.”</em></p>"
},
{
"index": 38,
"heading": "H3: Mosolf",
"text": "“We use SLS technology and especially the Fuse 1+ 30W for different components, from the smallest, simplest designs to the complicated console that is installed on the vehicle. We have been using this technology extensively and the Fuse fulfills about 80% of our needs.\"",
"words": 44,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (44 words; target 80-220)."
],
"html": "<p><em>“We use SLS technology and especially the Fuse 1+ 30W for different components, from the smallest, simplest designs to the complicated console that is installed on the vehicle. We have been using this technology extensively and the Fuse fulfills about 80% of our needs."</em></p>"
},
{
"index": 40,
"heading": "H3: Ford",
"text": "“Working with Form 4, it's really a game-changer. The speed of the printer will change our workflow. We can deliver more parts, the throughput is higher. We are much more flexible if we have short-time requests. Now we can do these using Form 4.”",
"words": 44,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (44 words; target 80-220)."
],
"html": "<p><em>“Working with Form 4, it's really a game-changer. The speed of the printer will change our workflow. We can deliver more parts, the throughput is higher. We are much more flexible if we have short-time requests. Now we can do these using Form 4.”</em></p>"
},
{
"index": 42,
"heading": "H3: Brose",
"text": "“The new Formlabs 4L allows us to print large parts fast. For example, we use Form 4L to print setup parts for our weld cell in just hours instead of overnight. This allows the Brose welding experts to program the robot prior to the metal stamping components arriving. With the new Fast Model Resin, we receive the detail required and the rigidity needed in a faster time than ever before.”",
"words": 70,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (70 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p><em>“The new Formlabs 4L allows us to print large parts fast. For example, we use Form 4L to print setup parts for our weld cell in just hours instead of overnight. This allows the Brose welding experts to program the robot prior to the metal stamping components arriving. With the new Fast Model Resin, we receive the detail required and the rigidity needed in a faster time than ever before.”</em></p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
26 image(s) are missing width/height attributes. 6 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
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 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width",
"visibleWords": 1047,
"htmlBytes": 368705,
"imagesMissingDimensions": [
{
"src": "/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F87%2F44%2F8744b4b3-96d1-4962-9dd4-126505037613%2Ff4.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"form 4 printer\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-md object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F87%2F44%2F8744b4b3-96d1-4962-9dd4-126505037613%2Ff4.png&w=640&q=75 640w, /_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F87%2F44%2F8744b4b3-96d1-4962-9dd4-12..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F63%2F91%2F63916c7e-e1dd-4789-95cb-8906c67407ac%2Ff4l.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"form 4l printer\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-md object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F63%2F91%2F63916c7e-e1dd-4789-95cb-8906c67407ac%2Ff4l.png&w=640&q=75 640w, /_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F63%2F91%2F63916c7e-e1dd-4789-95cb-..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F99%2Fd8%2F99d89e38-715e-4c93-8cb2-22a3f715af62%2Ffusex1.png&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"fuse x1 printer\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-md object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F99%2Fd8%2F99d89e38-715e-4c93-8cb2-22a3f715af62%2Ffusex1.png&w=640&q=75 640w, /_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F99%2Fd8%2F99d89e38-715e-4c93-8c..."
},
{
"src": "/_next/image/?url=https%3A%2F%2Fformlabs-media.formlabs.com%2Ffiler_public%2F46%2F57%2F4657c6b8-2db0-42ca-8010-cab2d3f40434%2Ffuse.png&w=3840&q=75",
"width": "",
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"<div id=\"chatbot-modal\" class=\"tailwind--template-v3\"></div>",
"<div data-scope=\"dialog\" data-part=\"backdrop\" dir=\"ltr\" hidden id=\"dialog::R166::backdrop\" data-state=\"closed\" class=\"ui-fixed ui-inset-0 ui-z-[1000] ui-bg-black/75 data-[state=closed]:ui-opacity-0\"></div>",
"<div data-scope=\"dialog\" data-part=\"positioner\" dir=\"ltr\" id=\"dialog::R166::positioner\" style=\"pointer-events:none\" class=\"ui-fixed ui-inset-0 ui-z-[1001] ui-flex ui-items-center ui-justify-center ui-px-4 ui-py-6\"><div data-scope=\"dialog\" data-part=\"content\" dir=\"ltr\" role=\"dialog\" hidden id=\"dialog::R166::content\" tabindex=\"-1\" data-state=\"closed\" aria-modal=\"true\" aria-labelledby=\"dialog::R166::title\" aria-describedby=\"dialog::R166::description\" class=\"ui-reset ui-flex ui-max-h-[90vh] ui-fl...",
"<div data-scope=\"dialog\" data-part=\"content\" dir=\"ltr\" role=\"dialog\" hidden id=\"dialog::R166::content\" tabindex=\"-1\" data-state=\"closed\" aria-modal=\"true\" aria-labelledby=\"dialog::R166::title\" aria-describedby=\"dialog::R166::description\" class=\"ui-reset ui-flex ui-max-h-[90vh] ui-flex-col ui-items-center ui-justify-center ui-gap-4 data-[state=closed]:ui-opacity-0\"><div></div></div>"
],
"score": 70,
"weight": 10
}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
21 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": 25,
"passing": 4,
"failing": [
{
"heading": "Form 4",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4</h3>",
"firstParagraph": "Unmatched speed, precision, and versatility in one desktop 3D printer.",
"paragraphHtml": "<p>Unmatched speed, precision, and versatility in one desktop 3D printer.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Form 4L",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4L</h3>",
"firstParagraph": "Redefining speed and accuracy for larger, professional-grade parts.",
"paragraphHtml": "<p>Redefining speed and accuracy for larger, professional-grade parts.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Fuse X1",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Fuse X1</h3>",
"firstParagraph": "High volume production runs and full-size prototypes in days, not weeks.",
"paragraphHtml": "<p>High volume production runs and full-size prototypes in days, not weeks.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Fuse 1+",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Fuse 1+</h3>",
"firstParagraph": "Accessible, industrial-grade thermoplastic parts with supportless SLS printing.",
"paragraphHtml": "<p>Accessible, industrial-grade thermoplastic parts with supportless SLS printing.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4B",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4B</h3>",
"firstParagraph": "Personalize care with biocompatible models and medical devices.",
"paragraphHtml": "<p>Personalize care with biocompatible models and medical devices.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4BL",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4BL</h3>",
"firstParagraph": "Large biocompatible model and medical device production in-house.",
"paragraphHtml": "<p>Large biocompatible model and medical device production in-house.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Form 4B",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4B</h3>",
"firstParagraph": "Open-system freedom meets unmatched speed and reliability.",
"paragraphHtml": "<p>Open-system freedom meets unmatched speed and reliability.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Form 4BL",
"headingHtml": "<h3 class=\"text-base font-semibold text-light12\">Form 4BL</h3>",
"firstParagraph": "High throughput dental manufacturing for labs and aligner manufacturers.",
"paragraphHtml": "<p>High throughput dental manufacturing for labs and aligner manufacturers.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Industrial SLS Made Accessible",
"headingHtml": "<h3 class=\"text-dark12 text-xl leading-7 lg:text-2xl\">Industrial SLS Made Accessible</h3>",
"firstParagraph": "4x higher rebound, 2x higher tear strength, 2x higher elongation at break",
"paragraphHtml": "<p class=\"text-dark11 truncate text-xs font-medium uppercase leading-5\">4x higher rebound, 2x higher tear strength, 2x higher elongation at break</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "How Tesla Giga Nevada Prints 20,000 Parts a Month Instead of Injection Molding With Fuse X1",
"headingHtml": "<h3 class=\"font-supreme text-2xl lg:text-4xl text-dark12\">How Tesla Giga Nevada Prints 20,000 Parts a Month Instead of Injection Molding With Fuse X1</h3>",
"firstParagraph": "“With the increased throughput and decreased costs, Fuse X1 has completely changed our perspective on what kinds of projects our lab can support versus what we would have traditionally moved to an injection mold.”",
"paragraphHtml": "<p><em>“With the increased throughput and decreased costs, Fuse X1 has completely changed our perspective on what kinds of projects our lab can support versus what we would have traditionally moved to an injection mold.”</em></p>",
"words": 34,
"direct": false,
"issue": "First paragraph is 34 words and does not look like a concise direct answer."
},
{
"heading": "How Fuse X1 Helps Radio Flyer Shorten Prototyping Timelines by 90% With 9x Less Labor",
"headingHtml": "<h3 class=\"font-supreme text-2xl lg:text-4xl text-dark12\">How Fuse X1 Helps Radio Flyer Shorten Prototyping Timelines by 90% With 9x Less Labor</h3>",
"firstParagraph": "“With Fuse X1, we can now print an entire Flyer Loop cargo ebike overnight and be gluing it together the next day. So we went from two months to two weeks to a couple of days.”",
"paragraphHtml": "<p><em>“With Fuse X1, we can now print an entire Flyer Loop cargo ebike overnight and be gluing it together the next day. So we went from two months to two weeks to a couple of days.”</em></p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "3D Printers",
"headingHtml": "<h3>3D Printers</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Post-Processing",
"headingHtml": "<h3>Post-Processing</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Materials",
"headingHtml": "<h3>Materials</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Software",
"headingHtml": "<h3>Software</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Services",
"headingHtml": "<h3>Services</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industries",
"headingHtml": "<h3>Industries</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn",
"headingHtml": "<h3>Learn</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3>Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h3>Support</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Sales",
"headingHtml": "<h3>Sales</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 86/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 86/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: tools, bring, ideas, life.
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
86/100
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 86/100 and needs improvement.
Evidence
{
"title": "Professional 3D Printers by Formlabs | Formlabs",
"h1": "Tools That Bring Ideas to Life",
"description": "Formlabs is the largest supplier of professional stereolithography (SLA) and selective laser sintering (SLS) 3D printers in the world.",
"topicOverlap": 0.42857142857142855,
"definitionCount": 2,
"topicTerms": [
"professional",
"printers",
"formlabs",
"tools",
"bring",
"ideas",
"life"
],
"descriptionTerms": [
"formlabs",
"largest",
"supplier",
"professional",
"stereolithography",
"sla",
"selective",
"laser",
"sintering",
"sls",
"printers",
"world"
],
"missingFromDescription": [
"tools",
"bring",
"ideas",
"life"
],
"score": 86,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [],
"expected": [
{
"id": "what",
"label": "What is Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "how",
"label": "How does Professional 3D Printers by Formlabs work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Professional 3D Printers by Formlabs free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Professional 3D Printers by Formlabs compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "how",
"label": "How does Professional 3D Printers by Formlabs work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Professional 3D Printers by Formlabs free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Professional 3D Printers by Formlabs 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": 5569
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [],
"expected": [
{
"id": "what",
"label": "What is Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "how",
"label": "How does Professional 3D Printers by Formlabs work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Professional 3D Printers by Formlabs free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Professional 3D Printers by Formlabs compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "how",
"label": "How does Professional 3D Printers by Formlabs work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Professional 3D Printers by Formlabs?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Professional 3D Printers by Formlabs free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Professional 3D Printers by Formlabs 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 registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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 registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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": 5569,
"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 registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 5067,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"http://schema.org/Article\"><meta",
"/script",
"/script",
"/script",
"/termly_loader.js",
"/script",
"/_next/static/css/772956d042476ea5.css",
"/_next/static/css/772956d042476ea5.css",
"/_next/static/css/14d205a6d7fbad86.css",
"/_next/static/css/14d205a6d7fbad86.css"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
}
},
"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 registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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": 5569,
"text": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.includes('analytics')) {\n window.analytics.start();\n }\n });\n };\n }\n }\n </script><script>\n var __TERMLY_FL_LOADER_DATA = JSON.parse('{\"disableTermly\":false,\"disabledTermlyCountries\":[]}');\n </script><script src=\"/termly_loader.js\"></script><link rel=\"preload\" href=\"/_next/static/css/772956d042476ea5.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/772956d042476ea5.css\" data-n-g=\"\"/><link rel=\"preload\" href=\"/_next/static/css/14d205a6d7fbad86.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/14d205a6d7fbad86.css\"/><link rel=\"preload\" href=\"/_next/static/css/1ca1577657de7a3c.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/1ca1577657de7a3c.css\" data-n-p=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" nomodule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script src=\"/_next/static/chunks/webpack-8583f60467dc0e2f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-b9fd9bcc3ecde907.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-7f63db043e4e4c83.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-f3b2280124bc9895.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8366-6cf7a65a4f107467.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1821-1ddafc33a11754db.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7397-c3d12abbce0d361e.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-7b8224f3d21db425.js\" defer=\"\"></script><script src=\"/_next/static/PKxfjl5UUstdCsJ_lFxBO/_buildManifest.js\" defer=\"\"></script><script src=\"/_next/static/PKxfjl5UUstdCsJ_lFxBO/_ssgManifest.js\" defer=\"\"></script></head><body><div id=\"__next\"><div class=\"__variable_08d5f3 __variable_06e4fe __variable_c9b535 GlobalStyle_root__BUcIn global-styles--legacy global-styles--reset global-styles--core\"><section class=\"TwelveColumnLayout_wrapper__OBqeh TwelveColumnLayout_light__FdexG\" data-sticky-menu-theme=\"light\"><div class=\"TwelveColumnLayout_content__2DAlM padding-vertical-keep\"><div class=\"TwelveColumnLayoutInner_twelve-column-layout-inner__SZ9jd TwelveColumnLayoutInner_light__0lD2q TwelveColumnLayoutInner_gutter-large__0w5Ge TwelveColumnLayoutInner_box-gutter-large__XTF_z\"><div class=\"TwelveColumnContentBlock_twelve-column-content-block__GVUJV TwelveColumnContentBlock_width-50__8Bzwa TwelveColumnContentBlock_column__SktW1 column-mark TwelveColumnContentBlock_stretch-to-fit__Z8e_h\"><h5 class=\"Header2_header__w0Hkx Header2_light__CBAmT Header2_midnight__zYu_P Header2_main__efyuI Header2_left__R_uZU undefined\">Sorry, that page cannot be found</h5><a href=\"/\" style=\"font-size:20px\">« <!-- -->Go back to the Home page</a></div><div class=\"TwelveColumnContentBlock_twelve-column-content-block__GVUJV TwelveColumnContentBlock_width-50__8Bzwa TwelveColumnContentBlock_column__SktW1 column-mark TwelveColumnContentBlock_stretch-to-fit__Z8e_h\"><div class=\"Media_media__ZZAIS ui-aspect-square\" style=\"height:100%\"><video class=\"Video_video__HkIxW\" muted=\"\" playsinline=\"\"></video><div class=\"VideoCo"
},
"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": 5569,
"text": "<!DOCTYPE html><html lang=\"en\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.includes('analytics')) {\n window.analytics.start();\n }\n });\n };\n }\n }\n </script><script>\n var __TERMLY_FL_LOADER_DATA = JSON.parse('{\"disableTermly\":false,\"disabledTermlyCountries\":[]}');\n </script><script src=\"/termly_loader.js\"></script><link rel=\"preload\" href=\"/_next/static/css/772956d042476ea5.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/772956d042476ea5.css\" data-n-g=\"\"/><link rel=\"preload\" href=\"/_next/static/css/14d205a6d7fbad86.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/14d205a6d7fbad86.css\"/><link rel=\"preload\" href=\"/_next/static/css/1ca1577657de7a3c.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/css/1ca1577657de7a3c.css\" data-n-p=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" nomodule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script src=\"/_next/static/chunks/webpack-8583f60467dc0e2f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-b9fd9bcc3ecde907.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-7f63db043e4e4c83.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-f3b2280124bc9895.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8366-6cf7a65a4f107467.js\" defer=\"\"></script><script src=\"/_next/static/chunks/1821-1ddafc33a11754db.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7397-c3d12abbce0d361e.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-7b8224f3d21db425.js\" defer=\"\"></script><script src=\"/_next/static/PKxfjl5UUstdCsJ_lFxBO/_buildManifest.js\" defer=\"\"></script><script src=\"/_next/static/PKxfjl5UUstdCsJ_lFxBO/_ssgManifest.js\" defer=\"\"></script></head><body><div id=\"__next\"><div class=\"__variable_08d5f3 __variable_06e4fe __variable_c9b535 GlobalStyle_root__BUcIn global-styles--legacy global-styles--reset global-styles--core\"><section class=\"TwelveColumnLayout_wrapper__OBqeh TwelveColumnLayout_light__FdexG\" data-sticky-menu-theme=\"light\"><div class=\"TwelveColumnLayout_content__2DAlM padding-vertical-keep\"><div class=\"TwelveColumnLayoutInner_twelve-column-layout-inner__SZ9jd TwelveColumnLayoutInner_light__0lD2q TwelveColumnLayoutInner_gutter-large__0w5Ge TwelveColumnLayoutInner_box-gutter-large__XTF_z\"><div class=\"TwelveColumnContentBlock_twelve-column-content-block__GVUJV TwelveColumnContentBlock_width-50__8Bzwa TwelveColumnContentBlock_column__SktW1 column-mark TwelveColumnContentBlock_stretch-to-fit__Z8e_h\"><h5 class=\"Header2_header__w0Hkx Header2_light__CBAmT Header2_midnight__zYu_P Header2_main__efyuI Header2_left__R_uZU undefined\">Sorry, that page cannot be found</h5><a href=\"/\" style=\"font-size:20px\">« <!-- -->Go back to the Home page</a></div><div class=\"TwelveColumnContentBlock_twelve-column-content-block__GVUJV TwelveColumnContentBlock_width-50__8Bzwa TwelveColumnContentBlock_column__SktW1 column-mark TwelveColumnContentBlock_stretch-to-fit__Z8e_h\"><div class=\"Media_media__ZZAIS ui-aspect-square\" style=\"height:100%\"><video class=\"Video_video__HkIxW\" muted=\"\" playsinline=\"\"></video><div class=\"VideoCo"
}
},
"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 up"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 5569
}
]
},
"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 up"
}
]
},
"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\"><head itemscope=\"\" itemType=\"http://schema.org/Article\"><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"naver-site-verification\" content=\"daae0b3fee650550ff4b83d0e19f589ff31fc7fe\"/><script>\n window.process = Object.assign(window.process || {}, { env: JSON.parse('{}') });\n </script><script>\n window.onTermlyOrAnalyticsLoaded = function() {\n if (window.Termly && window.analytics) {\n if (window.Termly.getConsentState?.().analytics) {\n window.analytics.start();\n } else {\n window.Termly.on('consent', data => {\n if(data.categories.i"
},
"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://formlabs.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://formlabs.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://formlabs.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://formlabs.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 up"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
5 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "5 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
Check name
Buttons do not have an accessible name
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
When a button doesn't have an accessible name, screen readers announce it as "button", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "When a button doesn't have an accessible name, screen readers announce it as \"button\", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
13 Fail
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
Check name
Forced reflow
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.
References
https://web.dev/learn/performance/Evidence
{
"description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
13 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
13 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 460 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 460 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
6 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 4,487 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 4,487 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": 4594415
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,260 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,260 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 40 KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 40 KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
3 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
78/100
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": "total-blocking-time",
"title": "Total Blocking Time",
"score": 37,
"displayValue": "430 ms",
"numericValue": 433.99999999999864
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 98,
"displayValue": "0.8 s",
"numericValue": 821.009278561584
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 99,
"displayValue": "0.6 s",
"numericValue": 577.0060185264329
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 190 ms",
"numericValue": 185
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 53,
"displayValue": "240 ms",
"numericValue": 238.99999999999864
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "50 ms",
"numericValue": 50.38672499999999
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 37,
"displayValue": "5.2 s",
"numericValue": 5237.042982309605
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 98,
"displayValue": "0.9 s",
"numericValue": 944.8565223038931
}
]
}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 |
|---|---|---|---|
| 50/100 | Level 3, Bot-Aware | Current report |