Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 29 out of 100
- Agent Ease of Use 31 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 64 out of 100
- SEO 100 out of 100
- Performance and Accessibility 55 out of 100
What AI sees of your website
Linear – The system for product development
Purpose-built for planning and building products with AI agents.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 29 | Priority fix | 7 | 17 | 0 | View details |
| Discoverability | 29 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 50 | Needs work | 5 | 6 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 31 | Priority fix | 10 | 26 | 2 | View details |
| API | 17 | Priority fix | 1 | 8 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 38 | Priority fix | 2 | 6 | 2 | View details |
| Skill Discovery | 38 | Priority fix | 3 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 64 | Needs work | 3 | 3 | 14 | View details |
| GEO Readiness | 74 | Needs work | 1 | 0 | 5 | |
| AIO Readiness | 54 | Needs work | 1 | 2 | 4 | View details |
| AEO Readiness | 62 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | 100 | Strong | 4 | 0 | 0 | |
| Performance and Accessibility | 55 | Needs work | 16 | 7 | 1 | View details |
| Performance | 37 | Priority fix | 10 | 5 | 1 | View details |
| Accessibility | 88 | Mostly ready | 6 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
49 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 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\" data-theme=\"dark\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=\"font\" crossorigin=\"anonymous\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/e41b28b65ebb8313.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/3e5fc11def5e2c28.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/fee35aced3aa3852.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/d28251b5085f650d.css\" data-prec"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, 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": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, 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": 215575,
"excerpt": "<!DOCTYPE html><html lang=\"en\" data-theme=\"dark\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://static.linear.app",
"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 UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" 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" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"2469be9b5fbe4d74be0a5e0ccb1358a9\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"41c665c05a8c41628c19ec5be065ace0\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
{
"path": "/swagger.json",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"62bb2ee1eca1455bb2d4133b5c197345\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"221d8f6dca55425297d34a9cc31e2ae6\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
{
"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\" data-theme=\"dark\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=\"font\" crossorigin=\"anonymous\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/e41b28b65ebb8313.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/3e5fc11def5e2c28.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/fee35aced3aa3852.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/d28251b5085f650d.css\" data-prec"
},
{
"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\" data-theme=\"dark\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=\"font\" crossorigin=\"anonymous\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/e41b28b65ebb8313.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/3e5fc11def5e2c28.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/fee35aced3aa3852.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/d28251b5085f650d.css\" data-prec"
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"https://static.linear.app/web/_next/static/chunks/webpack-41ce4c8bf4038f3c.js\"/><script src=\"https://static.linear.app/web/_next/static/chunks/397e7357-386f39c6b0129b39.js\" async=\"\"></script><script src=\"https://static.linear.app/web/_next/static/chunks/72356-583e2ba18674e7b3.js\" async=\"\"></script><script src=\"https://static.linear.app/web/_next/static/chunks/main-app-051fbfcd9e5718ad.js\" async=\"\"></script><script src=\"https://static.linear.app/web/_next/static/chunks/789a407a-0b579743370be939.js\" async=\"\"></script><script src=\"https://static.linear.app/w"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 2 links missing accessible names; 5 buttons missing accessible names; 1/3 applicable form inputs have autocomplete attributes (2 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": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a class=\"Logos_logosLink__k61eG Link_root__cNtak\" rel=\"noopener\" href=\"/customers\"><div class=\"Logos_mobileMarqueeWrapper__KyTJb show-tablet\"><div class=\"Marquee_root__pXJQM Marquee_noFade__6oc03 Flex_root__DOQCW\" style=\"--Marquee-duration:30s;--Marquee-gap:40px;--flex-direction:row\"><div class=\"Marquee_content__n0Vyj\"><div class=\"Logos_marqueeItem__UtEe9\"><svg width=\"67.5\" height=\"14\" viewBox=\"32 16 116 24\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\" overflow=\"visible\"><g clip-path=",
"<a class=\"Footer_logoWrapper__9IJLI Link_root__cNtak Link_variant-fade__U2YWc\" rel=\"noopener\" href=\"/\"><svg width=\"20\" height=\"20\" viewBox=\"0 0 100 100\" fill=\"currentColor\" aria-label=\"Linear Logo\" size=\"20\" color=\"currentColor\"><path d=\"M1.22541 61.5228c-.2225-.9485.90748-1.5459 1.59638-.857L39.3342 97.1782c.6889.6889.0915 1.8189-.857 1.5964C20.0515 94.4522 5.54779 79.9485 1.22541 61.5228ZM.00189135 46.8891c-.01764375.2833.08887215.5599.28957165.7606L52.3503 99.7085c.2007.2007.4773.3075.7606.28"
],
"inaccessibleButtons": [
"<button type=\"button\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-_R_7inpfcqlb_\" data-state=\"closed\" class=\"Header_mobileMenuTrigger__ignIg reset_reset-button__5vBZ4\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"><rect x=\"1\" y=\"7.5\" width=\"14\" height=\"1\" rx=\"0.5\" style=\"transform-origin:center;transition:160ms var(--ease-out-quad);transform:translateY(-3.5px)\"/><rect x=\"1\" y=\"7.5\" width=\"14\" height=\"1\" rx=\"0.5\" style=",
"<button tabindex=\"-1\" class=\"SharedViewStyles_buttonBase__MNsrT Flex_root__DOQCW Flex_align-center__oXK9F\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" class=\"sx-1fwcy2r sx-13jp3wb sx-13wgh6h sx-31pjnn sx-m5nenu sx-1fwcy2r sx-13jp3wb sx-12exqgt sx-1tad8l3\" style=\"--x---icon-default-color:currentColor\" fill=\"currentColor\"><path d=\"M3 6.5a1.5 1.5 0 1 1 0 3 1.5 1.5 0 0 1 0-3Zm5 0a1.5 1.5 0 1 1 0 3 1.5 1.5 0 0 1 0-",
"<button class=\"IssueView_commentButton__vzh05\" tabindex=\"-1\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" class=\"sx-1fwcy2r sx-13jp3wb sx-13wgh6h sx-31pjnn sx-m5nenu sx-1fwcy2r sx-13jp3wb sx-12exqgt sx-1tad8l3\" style=\"--x---icon-default-color:var(--color-text-quaternary)\" fill=\"var(--color-text-quaternary)\"><path d=\"M12.6429 7.69048L8.92925 11.4041C7.48164 12.8517 5.34347 13.0101 4.16667 11.8333C2.98733 10.654 ",
"<button disabled class=\"IssueView_commentButton__vzh05 IssueView_sendButton__EXWG0\" tabindex=\"-1\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" class=\"sx-1fwcy2r sx-13jp3wb sx-13wgh6h sx-31pjnn sx-m5nenu sx-1fwcy2r sx-13jp3wb sx-12exqgt sx-1tad8l3\" style=\"--x---icon-default-color:var(--color-text-quaternary)\" fill=\"var(--color-text-quaternary)\"><path d=\"M11.48 5.674a.75.75 0 1 1-.96 1.152L8.75 5.351v6.899a.75.75",
"<button type=\"button\" tabindex=\"-1\" style=\"pointer-events:none;color:var(--color-text-quaternary)\" class=\"IconButton_root__vP_d_ Button_root__Stmhv Button_variant-ghost__a06I_ Button_size-mini__qsCkZ Button_variant__1FJO9\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" class=\"sx-1fwcy2r sx-13jp3wb sx-13wgh6h sx-31pjnn sx-m5nenu sx-1fwcy2r sx-13jp3wb sx-12exqgt sx-1tad8l3\" style=\"--x---icon-default-color:#9c9da1;t"
],
"missingAutocompleteInputs": [
"<input style=\"clip-path:inset(50%);overflow:hidden;white-space:nowrap;border:0;padding:0;width:1px;height:1px;margin:-1px;position:fixed;top:0;left:0\" tabindex=\"-1\" aria-hidden=\"true\" value=\"0\">",
"<input style=\"clip-path:inset(50%);overflow:hidden;white-space:nowrap;border:0;padding:0;width:1px;height:1px;margin:-1px;position:fixed;top:0;left:0\" tabindex=\"-1\" aria-hidden=\"true\" value=\"1\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: The product development system for teams and agentsThe product developmentsystem for teams and agentsThe product development system for teams and agents",
"h3: Faster app launch",
"h4: Activity",
"h2: A new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.",
"h2: Make product operations self-driving",
"h2: Define the product direction",
"h2: Move work forward across teams and agents",
"h2: Review PRs and agent output",
"h2: Understand progress at scale",
"h2: Changelog",
"h2: Built for the future. Available today.",
"h3: Product",
"h3: Features",
"h3: Company",
"h3: Resources",
"h3: Connect",
"h3: Legal"
]
},
"counts": {
"h1": 1,
"headings": 17,
"links": 72,
"inaccessibleLinks": 2,
"buttons": 86,
"inaccessibleButtons": 5,
"images": 31,
"imagesWithAlt": 31,
"autocompleteInputs": 3,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 2
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416048
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1415679
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416061
}
]
},
"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 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": 1416246
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416030
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416061
}
]
},
"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."
}
]
}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 UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
Needs attention
AI context endpoint
Issue
Content-Type "text/html" is not JSON, Markdown, or text/plain.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
50/100
Status
fail
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/context",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"d5e7e6f1c0de4988a4fd039096d89db2\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Content-Type \"text/html\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent-card.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"95f09c76bb4c4a408b2743eb17a7d8b3\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"e6ac5978eda94cc1ae6c5a315643a66c\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agents.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"323fa8a544ca4f5f93652a187391821f\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
50/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"69a875e299f145dfa99b04b61154d802\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
50/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/webmcp.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html> <html data-sw-cache=true lang=en> <head> <style></style> <script nonce=\"68c940ffcd5e4953804e4c1db39ac6bc\" type=text/javascript>performance.mark(\"appStart\")</script> <meta charset=utf-8> <title>Linear</title> <link rel=preconnect href=https://static.linear.app crossorigin=anonymous> <link rel=preload href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=font type=font/woff2 crossorigin=anonymous> <meta name=viewport content=\"width=device-width,height=device-height,initial-scale=1,maximum-scale=1,user-scalable=no,shrink-to-fit=no,viewport-fit=cover\"> <meta name=theme-color content=#090909> <meta name=color-scheme content=dark> <link rel=manifest href=\"https://static.linear.app/client/pwa.webmanifest?v=2bFbP16Trobnnxqe/UA/fqp5khM=\"> <link rel=icon href=https://st"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of 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
<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> 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": 0,
"formsWithTags": 0,
"totalInteractive": 163,
"interactiveWithTags": 0,
"totalCount": 163,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> 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": 13,
"issues": [
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<textarea> is missing a name attribute."
},
{
"type": "code",
"value": "<textarea> is missing a label."
},
{
"type": "code",
"value": "<textarea> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<textarea> is missing a name attribute."
},
{
"type": "code",
"value": "<textarea> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"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": 0,
"formsWithTags": 0,
"totalInteractive": 163,
"interactiveWithTags": 0,
"totalCount": 163,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> 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": 0,
"formsWithTags": 0,
"totalInteractive": 163,
"interactiveWithTags": 0,
"totalCount": 163,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> 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.
8 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.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/changelog/2026-05-21-project-slack-channels",
"text": "Project Slack channelsProject teams often use a Slack channel to discuss and share feedback about their project as it takes shape.May 21, 2026",
"html": "<a class=\"Changelog_link__IM2Ji Link_root__cNtak\" rel=\"noopener\" href=\"/changelog/2026-05-21-project-slack-channels\"><div class=\"Flex_root__DOQCW Flex_column__eg2kV\"><span class=\"sc-d5151d0-0 hgPYZU\">Project Slack channels</span><div class=\"Spacer_root__uoSvA\" style=\"--height:8px\"></div><span class=\"sc-d5151d0-0 fDwULd\">Project teams often use a Slack channel to discuss and share feedback about their project as it takes shape.</span><div class=\"Spacer_root__uoSvA\" style=\"--height:20px\"></div>..."
},
{
"href": "/about",
"text": "About",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/about\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Contact",
"html": "<a data-radix-collection-item class=\"Header_anchor__CTwdv Link_root__cNtak\" rel=\"noopener\" href=\"/contact\">Contact</a>"
},
{
"href": "/changelog/2026-06-04-team-documents",
"text": "Team documentsImportant team context doesn’t always belong in a specific issue, project, or initiative. Teams also need a dedicated place for the notes, docs, and shared references that support their work over time. Now, every team has a page to keep its context organized and easy to access.Jun 3, 2026",
"html": "<a class=\"Changelog_link__IM2Ji Link_root__cNtak\" rel=\"noopener\" href=\"/changelog/2026-06-04-team-documents\"><div class=\"Flex_root__DOQCW Flex_column__eg2kV\"><span class=\"sc-d5151d0-0 hgPYZU\">Team documents</span><div class=\"Spacer_root__uoSvA\" style=\"--height:8px\"></div><span class=\"sc-d5151d0-0 fDwULd\">Important team context doesn’t always belong in a specific issue, project, or initiative. Teams also need a dedicated place for the notes, docs, and shared references that support thei..."
},
{
"href": "/customers/ramp",
"text": "Our speed is intense and Linear helps us be action biased.Nik KoblovRamp",
"html": "<a class=\"Link_root__cNtak\" rel=\"noopener\" href=\"/customers/ramp\"><div class=\"CustomerQuotes_mobileCard__KrNSD Carousel_item__k73Fv\" style=\"background:#e4f222\"><blockquote class=\"CustomerQuotes_quote__GF1tq\">Our speed is intense and Linear helps us be action biased.</blockquote><div class=\"Flex_root__DOQCW Flex_align-center__oXK9F\"><span class=\"CustomerQuotes_logo__zw91L\"><svg width=\"64\" height=\"64\" viewBox=\"0 0 56 56\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2..."
},
{
"href": "/customers/ramp",
"text": "Our speed is intense and Linear helps us be action biased.Nik KoblovHead of Engineering, Ramp",
"html": "<a style=\"background:#e4f222\" class=\"CustomerQuotes_customerCard__51MqY CustomerQuotes_secondary__25wvu Link_root__cNtak\" rel=\"noopener\" href=\"/customers/ramp\"><p class=\"sc-d5151d0-0 gACPou CustomerQuotes_customerQuote__Rijcu\" style=\"opacity:0.9\">Our speed is intense and Linear helps us be action biased.</p><div class=\"Flex_root__DOQCW Flex_align-center__oXK9F\" style=\"margin-top:auto\"><span class=\"CustomerQuotes_logoDesktop___bvwA\"><svg width=\"64\" height=\"64\" viewBox=\"0 0 56 56\" role=\"img\" fo..."
},
{
"href": "/contact/sales",
"text": "Contact sales",
"html": "<a data-hide=\"logged-in\" class=\"Button_root__Stmhv Button_variant-secondary__Y2SNH Button_size-large__fvxeb Button_variant__1FJO9 Link_root__cNtak\" rel=\"noopener\" href=\"/contact/sales\">Contact sales</a>"
},
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/contact\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/terms\">Terms</a>"
},
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"Footer_legalLink__8ALHX Link_root__cNtak\" rel=\"noopener\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms",
"html": "<a class=\"Footer_legalLink__8ALHX Link_root__cNtak\" rel=\"noopener\" href=\"/terms\">Terms</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": "/changelog/2026-05-21-project-slack-channels",
"text": "Project Slack channelsProject teams often use a Slack channel to discuss and share feedback about their project as it takes shape.May 21, 2026",
"html": "<a class=\"Changelog_link__IM2Ji Link_root__cNtak\" rel=\"noopener\" href=\"/changelog/2026-05-21-project-slack-channels\"><div class=\"Flex_root__DOQCW Flex_column__eg2kV\"><span class=\"sc-d5151d0-0 hgPYZU\">Project Slack channels</span><div class=\"Spacer_root__uoSvA\" style=\"--height:8px\"></div><span class=\"sc-d5151d0-0 fDwULd\">Project teams often use a Slack channel to discuss and share feedback about their project as it takes shape.</span><div class=\"Spacer_root__uoSvA\" style=\"--height:20px\"></div>..."
},
{
"href": "/about",
"text": "About",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/about\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Contact",
"html": "<a data-radix-collection-item class=\"Header_anchor__CTwdv Link_root__cNtak\" rel=\"noopener\" href=\"/contact\">Contact</a>"
},
{
"href": "/changelog/2026-06-04-team-documents",
"text": "Team documentsImportant team context doesn’t always belong in a specific issue, project, or initiative. Teams also need a dedicated place for the notes, docs, and shared references that support their work over time. Now, every team has a page to keep its context organized and easy to access.Jun 3, 2026",
"html": "<a class=\"Changelog_link__IM2Ji Link_root__cNtak\" rel=\"noopener\" href=\"/changelog/2026-06-04-team-documents\"><div class=\"Flex_root__DOQCW Flex_column__eg2kV\"><span class=\"sc-d5151d0-0 hgPYZU\">Team documents</span><div class=\"Spacer_root__uoSvA\" style=\"--height:8px\"></div><span class=\"sc-d5151d0-0 fDwULd\">Important team context doesn’t always belong in a specific issue, project, or initiative. Teams also need a dedicated place for the notes, docs, and shared references that support thei..."
},
{
"href": "/customers/ramp",
"text": "Our speed is intense and Linear helps us be action biased.Nik KoblovRamp",
"html": "<a class=\"Link_root__cNtak\" rel=\"noopener\" href=\"/customers/ramp\"><div class=\"CustomerQuotes_mobileCard__KrNSD Carousel_item__k73Fv\" style=\"background:#e4f222\"><blockquote class=\"CustomerQuotes_quote__GF1tq\">Our speed is intense and Linear helps us be action biased.</blockquote><div class=\"Flex_root__DOQCW Flex_align-center__oXK9F\"><span class=\"CustomerQuotes_logo__zw91L\"><svg width=\"64\" height=\"64\" viewBox=\"0 0 56 56\" role=\"img\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2..."
},
{
"href": "/customers/ramp",
"text": "Our speed is intense and Linear helps us be action biased.Nik KoblovHead of Engineering, Ramp",
"html": "<a style=\"background:#e4f222\" class=\"CustomerQuotes_customerCard__51MqY CustomerQuotes_secondary__25wvu Link_root__cNtak\" rel=\"noopener\" href=\"/customers/ramp\"><p class=\"sc-d5151d0-0 gACPou CustomerQuotes_customerQuote__Rijcu\" style=\"opacity:0.9\">Our speed is intense and Linear helps us be action biased.</p><div class=\"Flex_root__DOQCW Flex_align-center__oXK9F\" style=\"margin-top:auto\"><span class=\"CustomerQuotes_logoDesktop___bvwA\"><svg width=\"64\" height=\"64\" viewBox=\"0 0 56 56\" role=\"img\" fo..."
},
{
"href": "/contact/sales",
"text": "Contact sales",
"html": "<a data-hide=\"logged-in\" class=\"Button_root__Stmhv Button_variant-secondary__Y2SNH Button_size-large__fvxeb Button_variant__1FJO9 Link_root__cNtak\" rel=\"noopener\" href=\"/contact/sales\">Contact sales</a>"
},
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/contact\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms",
"html": "<a class=\"Footer_sectionLink__yuXh6 Link_root__cNtak Link_variant-dimmed__kvcr0\" rel=\"noopener\" href=\"/terms\">Terms</a>"
},
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"Footer_legalLink__8ALHX Link_root__cNtak\" rel=\"noopener\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms",
"html": "<a class=\"Footer_legalLink__8ALHX Link_root__cNtak\" rel=\"noopener\" href=\"/terms\">Terms</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
13 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": 15,
"passing": 2,
"failing": [
{
"heading": "A new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.",
"headingHtml": "<h2 style=\"max-width:1250px\" class=\"sc-d5151d0-0 exSLMF utils_inset__Xhl3T utils_insetLarge__6UCke\"><strong class=\"sc-d5151d0-0 bWWlPr\">A new species of product tool.</strong> <!-- -->Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.</h2>",
"firstParagraph": "Linear is shaped by the practices and principles of world-class product teams.",
"paragraphHtml": "<p style=\"max-width:250px\" class=\"sc-d5151d0-0 dhJTq\">Linear is shaped by the practices and principles of world-class product teams.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Define the product direction",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Define the product direction</h2>",
"firstParagraph": "Plan and navigate from idea to launch. Align your team with product initiatives, strategic roadmaps, and clear, up-to-date PRDs.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Plan and navigate from idea to launch. Align your team with product initiatives, strategic roadmaps, and clear, up-to-date PRDs.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Move work forward across teams and agents",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Move work forward across teams and agents</h2>",
"firstParagraph": "Build and deploy AI agents that work alongside your team. Work on complex tasks together or delegate entire issues end-to-end.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Build and deploy AI agents that work alongside your team. Work on complex tasks together or delegate entire issues end-to-end.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Review PRs and agent output",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Review PRs and agent output</h2>",
"firstParagraph": "Understand code changes at a glance with structural diffs for human and agent output. Review, discuss, and merge — all within Linear.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Understand code changes at a glance with structural diffs for human and agent output. Review, discuss, and merge — all within Linear.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Understand progress at scale",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Understand progress at scale</h2>",
"firstParagraph": "Take the guesswork out of product development with project updates, analytics, and dashboards that surface what needs your attention.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Take the guesswork out of product development with project updates, analytics, and dashboards that surface what needs your attention.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Changelog",
"headingHtml": "<h2 class=\"sc-d5151d0-0 kkJAGU\">Changelog</h2>",
"firstParagraph": "You just have to use it and you will see, you will just feel it.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 gACPou CustomerQuotes_customerQuote__Rijcu\" style=\"opacity:1\">You just have to use it and you will see, you will just feel it.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Built for the future. Available today.",
"headingHtml": "<h2 style=\"max-width:16ch\" class=\"sc-d5151d0-0 cvEOJe CTA_heading__8iGL9\">Built for the future. Available today.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Product</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Features",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Features</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Connect</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Legal</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
4 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": 7,
"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: 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
13 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": 8,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 75/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: linear, system, product, development, teams, agentsthe, developmentsystem.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 75/100 and needs improvement.
Evidence
{
"title": "Linear – The system for product development",
"h1": "The product development system for teams and agentsThe product developmentsystem for teams and agentsThe product development system for teams and agents",
"description": "Purpose-built for planning and building products with AI agents.",
"topicOverlap": 0.16666666666666666,
"topicTerms": [
"linear",
"system",
"product",
"development",
"teams",
"agentsthe",
"developmentsystem",
"agents"
],
"descriptionTerms": [
"purpose",
"built",
"planning",
"building",
"products",
"agents"
],
"missingFromDescription": [
"linear",
"system",
"product",
"development",
"teams",
"agentsthe",
"developmentsystem"
],
"score": 75,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 60/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 60/100 and needs improvement.
Needs attention
AIO: AI preview controls
Issue
29 data-nosnippet element(s) found.
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: AI preview controls
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: AI preview controls scored 60/100 and needs improvement.
Evidence
{
"restrictiveDirectives": [],
"dataNoSnippetElements": [
"<img data-grain=\"true\" alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"1920\" height=\"1080\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;opacity:0.08;height:100%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c7b144b7-4ef0-4991-9bcb-617c6a37d200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"1920\" height=\"1080\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/6600ca96-e49b-4fd9-c03a-7979faddad00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"1920\" height=\"1080\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c7fa8f5f-d439-4329-6a65-de549b51e300/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"14\" height=\"14\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/f28b59f4-538c-4517-cfd7-510913015200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"14\" height=\"14\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/13a0909f-186f-4d83-3fd3-d04883ec2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;transform:translateY(1px)\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/13a0909f-186f-4d83-3fd3-d04883ec2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/f28b59f4-538c-4517-cfd7-510913015200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Codex\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/13a0909f-186f-4d83-3fd3-d04883ec2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/086b510a-f5da-414b-bc9d-228afb968600/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/302b16a5-f9ca-42f2-dbae-3c76f19b2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/1eb8f8b2-3593-473f-ba8a-acac99aa0300/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/6550520e-9e50-441d-b9e8-579be321f900/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/4d3381aa-fb2f-4d3d-1a06-957fc616d400/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"16\" height=\"16\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/7ea107e7-c1a0-4c99-756d-5837fd91f200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"didier\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"36\" height=\"36\" decoding=\"async\" data-nimg=\"1\" class=\"SlackIssue_avatar__SvVIa Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c8aeedda-7726-4a4f-226a-f573f85d8d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"lena\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"36\" height=\"36\" decoding=\"async\" data-nimg=\"1\" class=\"SlackIssue_avatar__SvVIa Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/580cd9c0-2770-4fe4-1ad2-95c76fc6f000/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"didier\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"36\" height=\"36\" decoding=\"async\" data-nimg=\"1\" class=\"SlackIssue_avatar__SvVIa Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c8aeedda-7726-4a4f-226a-f573f85d8d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"andreas\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"36\" height=\"36\" decoding=\"async\" data-nimg=\"1\" class=\"SlackIssue_avatar__SvVIa Image_root__UkRqc\" style=\"color:transparent\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/22210a73-581d-42db-d42a-bf2907860300/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"390\" height=\"312\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;width:100%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/7d7115d9-a0eb-4a92-5900-3ca3ee077d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"390\" height=\"312\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;width:100%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/584d7dbd-ff4a-41bb-4fab-74fd5217a400/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Codex\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"20\" height=\"20\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;margin-right:12px\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/13a0909f-186f-4d83-3fd3-d04883ec2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Codex\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/13a0909f-186f-4d83-3fd3-d04883ec2d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Steven\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/e408d7c9-e3a3-4802-e4d4-51ed197c3a00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Ema\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/a482eab9-69d1-412f-f2ce-8f72444fcb00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"GitHub Copilot\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/f9ed2721-1966-4abc-129b-93aaac1a6200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Cursor\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/5a228df7-2423-4807-6105-cd32ddddde00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt=\"Meg\" data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"24\" height=\"24\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;border-radius:50%;flex-shrink:0\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/229693cb-2eda-40d1-ba64-ce6762435200/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"390\" height=\"312\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;width:100%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c16152f3-a36c-468e-89ae-f87c2f244d00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">",
"<img alt data-nosnippet=\"true\" data-loaded=\"false\" loading=\"lazy\" width=\"390\" height=\"312\" decoding=\"async\" data-nimg=\"1\" class=\"Image_root__UkRqc\" style=\"color:transparent;width:100%\" src=\"https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/33ec1482-c0b8-402e-d67e-c4902a71ee00/f=auto,dpr=2,q=95,fit=scale-down,metadata=none\">"
],
"score": 60,
"weight": 12
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 80/100 and needs improvement.
Needs attention
GEO: AI crawler accessibility
Issue
No rendered JSON-LD schema block was detected. HTML is large (2118907 bytes).
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: AI crawler accessibility
Score
80/100
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: AI crawler accessibility scored 80/100 and needs improvement.
Evidence
{
"textWords": 1472,
"htmlBytes": 2118907,
"robots": {
"checkedCrawlers": [
"gptbot",
"chatgpt-user",
"claudebot",
"perplexitybot",
"google-extended"
],
"blocked": [],
"allows": true
},
"schemaBlocks": 0,
"finalUrl": "https://linear.app/",
"robotsExcerpt": "User-Agent: *\nDisallow: /api/\nDisallow: /cdn-cgi/\nAllow: /api/og/\n\nSitemap: https://linear.app/sitemap.xml\n",
"score": 80,
"weight": 26
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 79/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 79/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: linear, system, product, development, teams, agentsthe, developmentsystem.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
79/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 79/100 and needs improvement.
Evidence
{
"title": "Linear – The system for product development",
"h1": "The product development system for teams and agentsThe product developmentsystem for teams and agentsThe product development system for teams and agents",
"description": "Purpose-built for planning and building products with AI agents.",
"topicOverlap": 0.16666666666666666,
"definitionCount": 7,
"topicTerms": [
"linear",
"system",
"product",
"development",
"teams",
"agentsthe",
"developmentsystem",
"agents"
],
"descriptionTerms": [
"purpose",
"built",
"planning",
"building",
"products",
"agents"
],
"missingFromDescription": [
"linear",
"system",
"product",
"development",
"teams",
"agentsthe",
"developmentsystem"
],
"score": 79,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
13 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": 15,
"passing": 2,
"failing": [
{
"heading": "A new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.",
"headingHtml": "<h2 style=\"max-width:1250px\" class=\"sc-d5151d0-0 exSLMF utils_inset__Xhl3T utils_insetLarge__6UCke\"><strong class=\"sc-d5151d0-0 bWWlPr\">A new species of product tool.</strong> <!-- -->Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.</h2>",
"firstParagraph": "Linear is shaped by the practices and principles of world-class product teams.",
"paragraphHtml": "<p style=\"max-width:250px\" class=\"sc-d5151d0-0 dhJTq\">Linear is shaped by the practices and principles of world-class product teams.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Define the product direction",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Define the product direction</h2>",
"firstParagraph": "Plan and navigate from idea to launch. Align your team with product initiatives, strategic roadmaps, and clear, up-to-date PRDs.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Plan and navigate from idea to launch. Align your team with product initiatives, strategic roadmaps, and clear, up-to-date PRDs.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Move work forward across teams and agents",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Move work forward across teams and agents</h2>",
"firstParagraph": "Build and deploy AI agents that work alongside your team. Work on complex tasks together or delegate entire issues end-to-end.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Build and deploy AI agents that work alongside your team. Work on complex tasks together or delegate entire issues end-to-end.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Review PRs and agent output",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Review PRs and agent output</h2>",
"firstParagraph": "Understand code changes at a glance with structural diffs for human and agent output. Review, discuss, and merge — all within Linear.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Understand code changes at a glance with structural diffs for human and agent output. Review, discuss, and merge — all within Linear.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Understand progress at scale",
"headingHtml": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Understand progress at scale</h2>",
"firstParagraph": "Take the guesswork out of product development with project updates, analytics, and dashboards that surface what needs your attention.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 eFpKkm PageSection_descriptionText__APAbi\">Take the guesswork out of product development with project updates, analytics, and dashboards that surface what needs your attention.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Changelog",
"headingHtml": "<h2 class=\"sc-d5151d0-0 kkJAGU\">Changelog</h2>",
"firstParagraph": "You just have to use it and you will see, you will just feel it.",
"paragraphHtml": "<p class=\"sc-d5151d0-0 gACPou CustomerQuotes_customerQuote__Rijcu\" style=\"opacity:1\">You just have to use it and you will see, you will just feel it.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Built for the future. Available today.",
"headingHtml": "<h2 style=\"max-width:16ch\" class=\"sc-d5151d0-0 cvEOJe CTA_heading__8iGL9\">Built for the future. Available today.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Product</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Features",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Features</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Connect</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Legal",
"headingHtml": "<h3 class=\"Footer_sectionTitle__PrfeJ\">Legal</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: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "A new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.",
"html": "<h2 style=\"max-width:1250px\" class=\"sc-d5151d0-0 exSLMF utils_inset__Xhl3T utils_insetLarge__6UCke\"><strong class=\"sc-d5151d0-0 bWWlPr\">A new species of product tool.</strong> <!-- -->Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.</h2>"
},
{
"text": "Make product operations self-driving",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Make product operations self-driving</h2>"
},
{
"text": "Define the product direction",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Define the product direction</h2>"
},
{
"text": "Move work forward across teams and agents",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Move work forward across teams and agents</h2>"
},
{
"text": "Review PRs and agent output",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Review PRs and agent output</h2>"
},
{
"text": "Understand progress at scale",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Understand progress at scale</h2>"
},
{
"text": "Changelog",
"html": "<h2 class=\"sc-d5151d0-0 kkJAGU\">Changelog</h2>"
},
{
"text": "Built for the future. Available today.",
"html": "<h2 style=\"max-width:16ch\" class=\"sc-d5151d0-0 cvEOJe CTA_heading__8iGL9\">Built for the future. Available today.</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Linear – The system for product development?",
"pattern": {}
},
{
"id": "how",
"label": "How does Linear – The system for product development work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Linear – The system for product development?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Linear – The system for product development free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Linear – The system for product development compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Linear – The system for product development?",
"pattern": {}
},
{
"id": "how",
"label": "How does Linear – The system for product development work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Linear – The system for product development?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Linear – The system for product development compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
HTML size is large (2118907 bytes).
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, height=device-height, initial-scale=1, viewport-fit=cover",
"visibleWords": 1472,
"htmlBytes": 2118907,
"imagesMissingDimensions": [],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "A new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.",
"html": "<h2 style=\"max-width:1250px\" class=\"sc-d5151d0-0 exSLMF utils_inset__Xhl3T utils_insetLarge__6UCke\"><strong class=\"sc-d5151d0-0 bWWlPr\">A new species of product tool.</strong> <!-- -->Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.</h2>"
},
{
"text": "Make product operations self-driving",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Make product operations self-driving</h2>"
},
{
"text": "Define the product direction",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Define the product direction</h2>"
},
{
"text": "Move work forward across teams and agents",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Move work forward across teams and agents</h2>"
},
{
"text": "Review PRs and agent output",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Review PRs and agent output</h2>"
},
{
"text": "Understand progress at scale",
"html": "<h2 style=\"max-width:18ch\" class=\"sc-d5151d0-0 bHseLi\">Understand progress at scale</h2>"
},
{
"text": "Changelog",
"html": "<h2 class=\"sc-d5151d0-0 kkJAGU\">Changelog</h2>"
},
{
"text": "Built for the future. Available today.",
"html": "<h2 style=\"max-width:16ch\" class=\"sc-d5151d0-0 cvEOJe CTA_heading__8iGL9\">Built for the future. Available today.</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Linear – The system for product development?",
"pattern": {}
},
{
"id": "how",
"label": "How does Linear – The system for product development work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Linear – The system for product development?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Linear – The system for product development free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Linear – The system for product development compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Linear – The system for product development?",
"pattern": {}
},
{
"id": "how",
"label": "How does Linear – The system for product development work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Linear – The system for product development?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Linear – The system for product development compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416030
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 1416030
}
]
},
"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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"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\" data-theme=\"dark\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, height=device-height, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://static.linear.app/fonts/InterVariable.woff2?v=4.1\" as=\"font\" crossorigin=\"anonymous\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/e41b28b65ebb8313.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/3e5fc11def5e2c28.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/fee35aced3aa3852.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"https://static.linear.app/web/_next/static/css/d28251b5085f650d.css\" data-prec"
},
"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://linear.app"
},
"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://linear.app/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://linear.app/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://linear.app/.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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}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
Image optimization
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with incorrect aspect ratio",
"score": 0
}
]
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
2.1Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "2.1Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 2053.534999999979
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 440Â 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 440Â ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
43/100
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": "speed-index",
"title": "Speed Index",
"score": 17,
"displayValue": "3.5Â s",
"numericValue": 3485.5901886890397
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 50Â ms",
"numericValue": 51
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 86,
"displayValue": "1.0Â s",
"numericValue": 1002.0000436398263
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 5,
"displayValue": "5.7Â s",
"numericValue": 5695.000456036185
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 2,
"displayValue": "1,230Â ms",
"numericValue": 1226.9999890900444
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 1,
"displayValue": "750Â ms",
"numericValue": 746.0000000000009
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 30,
"displayValue": "5.7Â s",
"numericValue": 5745.000461491165
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10Â ms",
"numericValue": 8.25465
}
]
}Performance and AccessibilityPerformanceBrowser audit
Minify CSS
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Minify CSS
Check name
Minify CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 7Â KiB
Fix guidance
Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 7Â KiB",
"description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
"numericValue": 0
}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 |
|---|---|---|---|
| 52/100 | Level 3, Bot-Aware | Current report |