Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 46 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 92 out of 100
- Performance and Accessibility 67 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 46 | Priority fix | 9 | 14 | 0 | View details |
| Discoverability | 86 | Mostly ready | 6 | 3 | 0 | View details |
| Content Readiness | 40 | Priority fix | 3 | 7 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 77 | Mostly ready | 7 | 2 | 11 | View details |
| GEO Readiness | 89 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 78 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 63 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 67 | Needs work | 18 | 4 | 3 | View details |
| Performance | 56 | Needs work | 13 | 3 | 3 | View details |
| Accessibility | 87 | Mostly ready | 5 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
43 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors https://app.netlify.com https://create.netlify.com https://create.netlifystg.com https://*.sanity.studio https://hex-studio.sanity.studio 'self'"
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 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": [
{
"url": "https://cdn.sanity.io",
"rel": "preconnect"
}
]
},
"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."
}
]
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
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 "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 121732,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby ",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <footer> landmark; invalid h1 (found 2); skipped heading levels; 5 links missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": false,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a aria-current=\"page\" class=\"Nav__HomeNavLinkWrapper-sc-17jcvjp-13 glQjNT\" data-state=\"closed\" style=\"-webkit-touch-callout:none\" data-radix-collection-item href=\"/\"><svg class=\"Nav__Hex-sc-17jcvjp-1 jRnRVC\" fill=\"none\" viewBox=\"0 0 52 20\" xmlns=\"http://www.w3.org/2000/svg\"><path clip-rule=\"evenodd\" d=\"M9 0V6.97333H7V0H0V5.65333V5.67333V12.3267V20H7V10H9V20H16V0H9ZM18 20H34V12H27V17H25V10H34V0H18V20ZM25 7V3H27V7H25ZM45 7V0H52V5L49 8.5L52 12V20H45V9.97333H43V20H36V12L39 8.5L36 5V0H43V7H45Z\" fill",
"<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 jlmirx IntegrationsTout__IntegButton-sc-11ov14s-15 jAeMMU\" href=\"/product/integrations/snowflake\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\"><div class=\"IntegrationsTout__IntegWrapper-sc-11ov14s-18 juNoEu\"><div class=\"IntegrationsTout__IntegLogo-sc-11ov14s-16 cjuiVW\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 140 50\"><g clip-path=\"url(#snowflake_svg__a)\"><path fill=\"#29B5E8\" fi",
"<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 jlmirx IntegrationsTout__IntegButton-sc-11ov14s-15 jAeMMU\" href=\"/product/integrations/redshift\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\"><div class=\"IntegrationsTout__IntegWrapper-sc-11ov14s-18 juNoEu\"><div class=\"IntegrationsTout__IntegLogo-sc-11ov14s-16 cjuiVW\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 113 50\"><path fill=\"#205B98\" d=\"m36.8 9.244-16.789 4.063V36.7l16.79 4.",
"<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 jlmirx IntegrationsTout__IntegButton-sc-11ov14s-15 jAeMMU\" href=\"/product/integrations/bigquery\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\"><div class=\"IntegrationsTout__IntegWrapper-sc-11ov14s-18 juNoEu\"><div class=\"IntegrationsTout__IntegLogo-sc-11ov14s-16 cjuiVW\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 110 50\"><path fill=\"#4386FA\" d=\"m9.61 42.154-9.24-16a2.77 2.77 0 0 1 0",
"<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 jlmirx IntegrationsTout__IntegButton-sc-11ov14s-15 jAeMMU\" href=\"/product/integrations/databricks\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\"><div class=\"IntegrationsTout__IntegWrapper-sc-11ov14s-18 juNoEu\"><div class=\"IntegrationsTout__IntegLogo-sc-11ov14s-16 cjuiVW\"><svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 150 50\"><path fill=\"#fff\" d=\"M63.206 29.262v-6.14c0-.16-.105-.267-.2"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img src=\"https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg\" class=\"CustomerStoriesTwoUp__Logo-sc-o7p0fp-9 GwXGz\">",
"<img src=\"https://cdn.sanity.io/images/e92memrj/production/643fb40019cd60627bf6f354c5bffdfd66017ce9-97x51.svg\" class=\"CustomerStoriesTwoUp__Logo-sc-o7p0fp-9 GwXGz\">"
],
"skippedHeadingLevels": [
"h1: The AI Analytics Platform where trust meets insight",
"h2: NexaCorp revenue trends by product line",
"h2: NexaCorp revenue trends by product line",
"h2: Trusted by leading data companies",
"h2: Trusted AI workflowsfor every data question",
"h3: Understand and improve agent answers",
"h3: Trusted AI self-serve for the whole team",
"h2: NexaCorp Q3 revenue trends by product line",
"h2: NexaCorp revenue trends by product line",
"h3: Build beautiful, interactive data apps with just a prompt",
"h3: The easiest place to build complex analytical flows",
"h2: NexaCorp revenue trends by product line",
"h1: Loved by thebest data teams",
"h4: One place for insights",
"h4: Scaling self-serve AI analytics",
"h4: Lowering barriers to insight",
"h4: Breaking data silos",
"h3: Users love Hex",
"h2: Instant integration with the whole stack",
"h4: Built for the warehouse",
"h4: dbt metadata, docs, & metrics",
"h4: Connect to your warehouse with oAuth",
"h4: Git it together",
"h4: Orchestration",
"h4: Hex API",
"h3: Getting started is easy.",
"h2: FAQ"
]
},
"counts": {
"h1": 2,
"headings": 27,
"links": 136,
"inaccessibleLinks": 5,
"buttons": 4,
"inaccessibleButtons": 0,
"images": 34,
"imagesWithAlt": 32,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
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": 165912
}
]
},
"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 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": 165912
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "hex.tech",
"probes": [
{
"name": "_index._agents.hex.tech",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.hex.tech",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "hex.tech",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> is missing tool-param-description.<textarea> is missing a name attribute.<textarea> is missing a label.<textarea> 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": 146,
"interactiveWithTags": 0,
"totalCount": 146,
"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.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> 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": 18,
"issues": [
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> 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": "<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": "<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": "<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": "<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": "<textarea> is missing a name attribute."
},
{
"type": "code",
"value": "<textarea> is missing a label."
},
{
"type": "code",
"value": "<textarea> 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": 146,
"interactiveWithTags": 0,
"totalCount": 146,
"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.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> 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": 146,
"interactiveWithTags": 0,
"totalCount": 146,
"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.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> is missing tool-param-description.",
"<textarea> is missing a name attribute.",
"<textarea> is missing a label.",
"<textarea> 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: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 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": "/partners/",
"text": "PartnersLearn more about our partnerships",
"html": "<a class=\"NavMenuDropdown__NavItemLink-sc-1bavp6n-1 laWLUe\" href=\"/partners/\"><div class=\"NavMenuDropdown__NavItemLinkInner-sc-1bavp6n-2 Bofyw\"><div class=\"NavMenuDropdown__IconWrapper-sc-1bavp6n-7 ekpcKg\"><svg fill=\"none\" height=\"16\" viewBox=\"0 0 16 16\" width=\"16\" xmlns=\"http://www.w3.org/2000/svg\"><path clip-rule=\"evenodd\" d=\"M13.834 8.44149L1.93319 14.883L1.93319 2L13.834 8.44149ZM11.7332 8.44149L2.93319 3.67835L2.93319 13.2046L11.7332 8.44149Z\" fill=\"currentColor\" fill-rule=\"evenodd\"/><pa..."
},
{
"href": "https://www.linkedin.com/company/hex-technologies",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/hex-technologies\" rel=\"noopener noreferrer\" target=\"_blank\">LinkedIn</a>"
}
],
"contactLinks": [
{
"href": "https://learn.hex.tech",
"text": "helpDocsResources and product guides",
"html": "<a class=\"NavMenuDropdown__NavItemLink-sc-1bavp6n-1 laWLUe\" href=\"https://learn.hex.tech\" rel=\"noopener noreferrer\" target=\"_blank\"><div class=\"NavMenuDropdown__NavItemLinkInner-sc-1bavp6n-2 Bofyw\"><div class=\"NavMenuDropdown__IconWrapper-sc-1bavp6n-7 ekpcKg\"><span data-icon=\"true\" class=\"createIcon__Wrapper-sc-t3u589-0 eKiVQW\"><svg data-icon=\"help\" height=\"15\" viewBox=\"0 0 15 15\" width=\"15\"><desc>help</desc><g stroke-width=\"1\"><g transform=\"\"><path d=\"M14 7.5C14 5.7761 13.3147 4.12329 12.095..."
},
{
"href": "/customers/stubhub",
"text": "\"Hex has helped us empower business analysts to explore and dig into data on their own\"Meghana Reddy",
"html": "<a class=\"CustomerBannerV2__LogoWrapperLink-sc-16628sx-0 bTPJHQ\" href=\"/customers/stubhub\"><div class=\"CustomerBannerV2__CustomerStoryIndicator-sc-16628sx-2 cTDDqY annotation\" style=\"border-radius:6px\"><div style=\"position:absolute;inset:auto 0 auto 0\"></div></div><div class=\"CustomerBannerV2__Pile-sc-16628sx-8 bbPwSP\"><div><img alt=\"Hex customer: StubHub\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/84cee8330df6df867d752ef0336d987b73845add-81x50.svg\" style..."
},
{
"href": "/contact-us/",
"text": "Talk to us",
"html": "<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 eHRsDk\" href=\"/contact-us/\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"CornerLines__Wrapper-sc-1h2jhy2-0 jJYksq\"><span class=\"CornerLines__TopLeft-sc-1h2jhy2-1 kljsED\"></span><span class=\"CornerLines__TopRight-sc-1h2jhy2-2 cKJQcL\"></span><span class=\"CornerLines__BottomLeft-sc-1h2jhy2-3 grBLYB\"></span><span class=\"CornerLines__BottomRight-sc-1h2jhy2-4 gLctDB\"></span></div><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\">Talk to us</..."
},
{
"href": "/contact-us/",
"text": "Get in touch",
"html": "<a href=\"/contact-us/\">Get in touch</a>"
},
{
"href": "/contact-us/",
"text": "Contact sales",
"html": "<a href=\"/contact-us/\">Contact sales</a>"
},
{
"href": "mailto:[email protected]",
"text": "Technical support",
"html": "<a href=\"mailto:[email protected]\" rel=\"noopener noreferrer\" target=\"_blank\">Technical support</a>"
}
],
"privacyLinks": [
{
"href": "https://learn.hex.tech/docs/trust/privacy-policy",
"text": "Privacy policy",
"html": "<a href=\"https://learn.hex.tech/docs/trust/privacy-policy\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy policy</a>"
},
{
"href": "https://learn.hex.tech/docs/legal/terms-and-conditions",
"text": "Terms & conditions",
"html": "<a href=\"https://learn.hex.tech/docs/legal/terms-and-conditions\" rel=\"noopener noreferrer\" target=\"_blank\">Terms & conditions</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": "/partners/",
"text": "PartnersLearn more about our partnerships",
"html": "<a class=\"NavMenuDropdown__NavItemLink-sc-1bavp6n-1 laWLUe\" href=\"/partners/\"><div class=\"NavMenuDropdown__NavItemLinkInner-sc-1bavp6n-2 Bofyw\"><div class=\"NavMenuDropdown__IconWrapper-sc-1bavp6n-7 ekpcKg\"><svg fill=\"none\" height=\"16\" viewBox=\"0 0 16 16\" width=\"16\" xmlns=\"http://www.w3.org/2000/svg\"><path clip-rule=\"evenodd\" d=\"M13.834 8.44149L1.93319 14.883L1.93319 2L13.834 8.44149ZM11.7332 8.44149L2.93319 3.67835L2.93319 13.2046L11.7332 8.44149Z\" fill=\"currentColor\" fill-rule=\"evenodd\"/><pa..."
},
{
"href": "https://www.linkedin.com/company/hex-technologies",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/hex-technologies\" rel=\"noopener noreferrer\" target=\"_blank\">LinkedIn</a>"
}
],
"contactLinks": [
{
"href": "https://learn.hex.tech",
"text": "helpDocsResources and product guides",
"html": "<a class=\"NavMenuDropdown__NavItemLink-sc-1bavp6n-1 laWLUe\" href=\"https://learn.hex.tech\" rel=\"noopener noreferrer\" target=\"_blank\"><div class=\"NavMenuDropdown__NavItemLinkInner-sc-1bavp6n-2 Bofyw\"><div class=\"NavMenuDropdown__IconWrapper-sc-1bavp6n-7 ekpcKg\"><span data-icon=\"true\" class=\"createIcon__Wrapper-sc-t3u589-0 eKiVQW\"><svg data-icon=\"help\" height=\"15\" viewBox=\"0 0 15 15\" width=\"15\"><desc>help</desc><g stroke-width=\"1\"><g transform=\"\"><path d=\"M14 7.5C14 5.7761 13.3147 4.12329 12.095..."
},
{
"href": "/customers/stubhub",
"text": "\"Hex has helped us empower business analysts to explore and dig into data on their own\"Meghana Reddy",
"html": "<a class=\"CustomerBannerV2__LogoWrapperLink-sc-16628sx-0 bTPJHQ\" href=\"/customers/stubhub\"><div class=\"CustomerBannerV2__CustomerStoryIndicator-sc-16628sx-2 cTDDqY annotation\" style=\"border-radius:6px\"><div style=\"position:absolute;inset:auto 0 auto 0\"></div></div><div class=\"CustomerBannerV2__Pile-sc-16628sx-8 bbPwSP\"><div><img alt=\"Hex customer: StubHub\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/84cee8330df6df867d752ef0336d987b73845add-81x50.svg\" style..."
},
{
"href": "/contact-us/",
"text": "Talk to us",
"html": "<a class=\"Button__LinkWrapperBase-sc-z2x9zg-1 eHRsDk\" href=\"/contact-us/\"><div class=\"Button__Inner-sc-z2x9zg-2 iIOgiv\"><div class=\"CornerLines__Wrapper-sc-1h2jhy2-0 jJYksq\"><span class=\"CornerLines__TopLeft-sc-1h2jhy2-1 kljsED\"></span><span class=\"CornerLines__TopRight-sc-1h2jhy2-2 cKJQcL\"></span><span class=\"CornerLines__BottomLeft-sc-1h2jhy2-3 grBLYB\"></span><span class=\"CornerLines__BottomRight-sc-1h2jhy2-4 gLctDB\"></span></div><div class=\"Button__Children-sc-z2x9zg-4 cMRPUW\">Talk to us</..."
},
{
"href": "/contact-us/",
"text": "Get in touch",
"html": "<a href=\"/contact-us/\">Get in touch</a>"
},
{
"href": "/contact-us/",
"text": "Contact sales",
"html": "<a href=\"/contact-us/\">Contact sales</a>"
},
{
"href": "mailto:[email protected]",
"text": "Technical support",
"html": "<a href=\"mailto:[email protected]\" rel=\"noopener noreferrer\" target=\"_blank\">Technical support</a>"
}
],
"privacyLinks": [
{
"href": "https://learn.hex.tech/docs/trust/privacy-policy",
"text": "Privacy policy",
"html": "<a href=\"https://learn.hex.tech/docs/trust/privacy-policy\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy policy</a>"
},
{
"href": "https://learn.hex.tech/docs/legal/terms-and-conditions",
"text": "Terms & conditions",
"html": "<a href=\"https://learn.hex.tech/docs/legal/terms-and-conditions\" rel=\"noopener noreferrer\" target=\"_blank\">Terms & conditions</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: analytics, hex, where, trust, meets, insight.
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
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: Entity clarity scored 80/100 and needs improvement.
Evidence
{
"title": "AI Analytics Platform for Your Whole Team | Hex",
"h1": "The AI Analytics Platform where trust meets insight",
"description": "Agentic notebooks, conversational self-serve, and Context Studio for governed AI answers — all in a unified platform for your whole team.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"analytics",
"platform",
"whole",
"team",
"hex",
"where",
"trust",
"meets",
"insight"
],
"descriptionTerms": [
"agentic",
"notebooks",
"conversational",
"self",
"serve",
"context",
"studio",
"governed",
"answers",
"all",
"unified",
"platform",
"whole",
"team"
],
"missingFromDescription": [
"analytics",
"hex",
"where",
"trust",
"meets",
"insight"
],
"score": 80,
"weight": 28
}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
12 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": 3,
"failing": [
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by leading data companies",
"headingHtml": "<h2 class=\"CustomerBanner__SectionLabel-sc-1vt73hh-1 bzmfdz annotation\">Trusted by leading data companies</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Trusted AI self-serve for the whole team",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d InfoText__StyledHeading-sc-vcqore-1 gGTuPb\">Trusted AI self-serve for the whole team</h3>",
"firstParagraph": "Anyone can ask a data question — in Hex, in Slack, or wherever they’re working via MCP — and get a trusted answer backed by the same context your analysts use.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ\">Anyone can ask a data question — in Hex, in Slack, or wherever they’re working via MCP — and get a trusted answer backed by the same context your analysts use.</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp Q3 revenue trends by product line",
"headingHtml": "<h2>NexaCorp Q3 revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the “nexacorp_sales” tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the “nexacorp_sales” tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "The easiest place to build complex analytical flows",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d InfoText__StyledHeading-sc-vcqore-1 gGTuPb\">The easiest place to build complex analytical flows</h3>",
"firstParagraph": "For in-depth work, Hex gives you superpowers with an AI agent that writes queries, builds charts, and chains complex analyses — all in one workspace.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ\">For in-depth work, Hex gives you superpowers with an AI agent that writes queries, builds charts, and chains complex analyses — all in one workspace.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Users love Hex",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d\">Users love Hex</h3>",
"firstParagraph": "Rated on G2 as an industry leader based on customer reviews. Check them outarrow-right",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 kmAqXQ\">Rated on G2 as an industry leader based on customer reviews.<!-- --> <a href=\"https://www.g2.com/products/hex-technologies/reviews\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"G2SocialProofCard__CheckThemOutLinkInline-sc-1681lhq-4 edgwXZ\">Check them out<span data-icon=\"true\" class=\"createIcon__Wrapper-sc-t3u589-0 eKiVQW\"><svg data-icon=\"arrow-right\" height=\"15\" viewBox=\"0 0 15 15\" width=\"15\"><des...",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Instant integration with the whole stack",
"headingHtml": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 IntegrationsTout__StyledHeading-sc-11ov14s-3 ePfWUM cZxFmC\"><span data-style=\"italic\">Instant integration</span> with the whole stack</h2>",
"firstParagraph": "Out-of-the-box connections and flexible APIs make setup a breeze.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 dcevHI IntegrationsTout__Description-sc-11ov14s-4 lgjLbB\">Out-of-the-box connections and flexible APIs make setup a breeze.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Getting started is easy.",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d GradientHeader-sc-1mfid73-0 BottomCTATout__StyledHeading-sc-1smwp5v-5 ePfWUM toPHM\">Getting started is easy.</h3>",
"firstParagraph": "Connect Hex to your data warehouse and do more with it immediately.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 hUkSAY\">Connect Hex to your data warehouse and do more with it immediately.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "FAQ",
"headingHtml": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 khcEyI FAQ___StyledHeading-sc-3uym3m-10 hiRlgW\">FAQ</h2>",
"firstParagraph": "Can't find your answer here? Get in touch.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ FAQ__DescText-sc-3uym3m-2 DrnXe\">Can't find your answer here?<!-- --> <a href=\"/contact-us/\">Get in touch</a>.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 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
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 8,
"heading": "H3: Understand and improve agent answers",
"text": "Hex incorporates context from across your org to give you trusted answers on day 1. With full observability into how Hex’s agent is answering, and agents that improve context over time, Hex allows teams to govern analytics agents, and gets smarter the more people use it.",
"words": 47,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (47 words; target 80-220)."
],
"html": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ\">Hex incorporates context from across your org to give you trusted answers on day 1. With full observability into how Hex’s agent is answering, and agents that improve context over time, Hex allows teams to govern analytics agents, and gets smarter the more people use it.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
12 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": 9,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
12 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": 3,
"failing": [
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by leading data companies",
"headingHtml": "<h2 class=\"CustomerBanner__SectionLabel-sc-1vt73hh-1 bzmfdz annotation\">Trusted by leading data companies</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Trusted AI self-serve for the whole team",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d InfoText__StyledHeading-sc-vcqore-1 gGTuPb\">Trusted AI self-serve for the whole team</h3>",
"firstParagraph": "Anyone can ask a data question — in Hex, in Slack, or wherever they’re working via MCP — and get a trusted answer backed by the same context your analysts use.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ\">Anyone can ask a data question — in Hex, in Slack, or wherever they’re working via MCP — and get a trusted answer backed by the same context your analysts use.</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp Q3 revenue trends by product line",
"headingHtml": "<h2>NexaCorp Q3 revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the “nexacorp_sales” tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the “nexacorp_sales” tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "The easiest place to build complex analytical flows",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d InfoText__StyledHeading-sc-vcqore-1 gGTuPb\">The easiest place to build complex analytical flows</h3>",
"firstParagraph": "For in-depth work, Hex gives you superpowers with an AI agent that writes queries, builds charts, and chains complex analyses — all in one workspace.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ\">For in-depth work, Hex gives you superpowers with an AI agent that writes queries, builds charts, and chains complex analyses — all in one workspace.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "NexaCorp revenue trends by product line",
"headingHtml": "<h2>NexaCorp revenue trends by product line</h2>",
"firstParagraph": "Here's what I found in the \"nexacorp_sales\" tables (powered by the Galactic Sales semantic model):",
"paragraphHtml": "<p>Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Users love Hex",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d\">Users love Hex</h3>",
"firstParagraph": "Rated on G2 as an industry leader based on customer reviews. Check them outarrow-right",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 kmAqXQ\">Rated on G2 as an industry leader based on customer reviews.<!-- --> <a href=\"https://www.g2.com/products/hex-technologies/reviews\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"G2SocialProofCard__CheckThemOutLinkInline-sc-1681lhq-4 edgwXZ\">Check them out<span data-icon=\"true\" class=\"createIcon__Wrapper-sc-t3u589-0 eKiVQW\"><svg data-icon=\"arrow-right\" height=\"15\" viewBox=\"0 0 15 15\" width=\"15\"><des...",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Instant integration with the whole stack",
"headingHtml": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 IntegrationsTout__StyledHeading-sc-11ov14s-3 ePfWUM cZxFmC\"><span data-style=\"italic\">Instant integration</span> with the whole stack</h2>",
"firstParagraph": "Out-of-the-box connections and flexible APIs make setup a breeze.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 dcevHI IntegrationsTout__Description-sc-11ov14s-4 lgjLbB\">Out-of-the-box connections and flexible APIs make setup a breeze.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Getting started is easy.",
"headingHtml": "<h3 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 eQrUa-d GradientHeader-sc-1mfid73-0 BottomCTATout__StyledHeading-sc-1smwp5v-5 ePfWUM toPHM\">Getting started is easy.</h3>",
"firstParagraph": "Connect Hex to your data warehouse and do more with it immediately.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 hUkSAY\">Connect Hex to your data warehouse and do more with it immediately.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "FAQ",
"headingHtml": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 khcEyI FAQ___StyledHeading-sc-3uym3m-10 hiRlgW\">FAQ</h2>",
"firstParagraph": "Can't find your answer here? Get in touch.",
"paragraphHtml": "<p class=\"Text__TextWrapper-sc-1k0be2n-0 Text___StyledTextWrapper-sc-1k0be2n-1 cFclOQ FAQ__DescText-sc-3uym3m-2 DrnXe\">Can't find your answer here?<!-- --> <a href=\"/contact-us/\">Get in touch</a>.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
}
],
"score": 65,
"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.
2 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
33 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, shrink-to-fit=no",
"visibleWords": 4877,
"htmlBytes": 1024590,
"imagesMissingDimensions": [
{
"src": "https://cdn.sanity.io/images/e92memrj/production/7bb676f30dbd80023b0c7af23e60ff630b4cdc4d-115x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Reddit\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/7bb676f30dbd80023b0c7af23e60ff630b4cdc4d-115x50.svg\" style=\"aspect-ratio:115 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Notion\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg\" style=\"aspect-ratio:39 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Hex customer: Notion\" src=\"https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/5783f604cc851deebb39d819edab6e8a82efba14-120x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Sierra\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/5783f604cc851deebb39d819edab6e8a82efba14-120x50.svg\" style=\"aspect-ratio:120 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/41a6cd8e000ffa2cf99de391f0104b2cbdd9072e-132x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Anthropic\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/41a6cd8e000ffa2cf99de391f0104b2cbdd9072e-132x50.svg\" style=\"aspect-ratio:132 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/d063f2a64adcd7869bc2fc81dbc971825be8b951-137x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Lovable\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/d063f2a64adcd7869bc2fc81dbc971825be8b951-137x50.svg\" style=\"aspect-ratio:137 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/892932e7f3dc3c66d3ae4a16e8bc51e37b7f59f4-120x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Ramp\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/892932e7f3dc3c66d3ae4a16e8bc51e37b7f59f4-120x50.svg\" style=\"aspect-ratio:120 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/892932e7f3dc3c66d3ae4a16e8bc51e37b7f59f4-120x50.svg",
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"loading": "",
"html": "<img alt=\"Hex customer: Ramp\" src=\"https://cdn.sanity.io/images/e92memrj/production/892932e7f3dc3c66d3ae4a16e8bc51e37b7f59f4-120x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
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"height": "40",
"loading": "lazy",
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},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/f7df402cfb3dac549c3f877c09425534abc7650b-97x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Figma\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/f7df402cfb3dac549c3f877c09425534abc7650b-97x50.svg\" style=\"aspect-ratio:97 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/f7df402cfb3dac549c3f877c09425534abc7650b-97x50.svg",
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"loading": "",
"html": "<img alt=\"Hex customer: Figma\" src=\"https://cdn.sanity.io/images/e92memrj/production/f7df402cfb3dac549c3f877c09425534abc7650b-97x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
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"loading": "lazy",
"html": "<img alt=\"Hex customer: Brex\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/797daac5d8ce0c8f853f32db64dddf44234caf15-110x50.svg\" style=\"aspect-ratio:110 / 50;width:auto\">"
},
{
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"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Cursor\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/a615639dcd7fcba9003a57aa62a26c8b280d0a86-126x50.svg\" style=\"aspect-ratio:126 / 50;width:auto\">"
},
{
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"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: AWS\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/c08ae57d05ad520fd55fe52545e318484031457a-63x50.svg\" style=\"aspect-ratio:63 / 50;width:auto\">"
},
{
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"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Sedgwick\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/097bf80beeaf8d877aedf4ecade8b0d1dd087459-150x50.svg\" style=\"aspect-ratio:150 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/84cee8330df6df867d752ef0336d987b73845add-81x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: StubHub\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/84cee8330df6df867d752ef0336d987b73845add-81x50.svg\" style=\"aspect-ratio:81 / 50;width:auto\">"
},
{
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"loading": "",
"html": "<img alt=\"Hex customer: StubHub\" src=\"https://cdn.sanity.io/images/e92memrj/production/84cee8330df6df867d752ef0336d987b73845add-81x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Mercor\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg\" style=\"aspect-ratio:131 / 50;width:auto\">"
},
{
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"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Hex customer: Mercor\" src=\"https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
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"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Thinking Machines\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/88569672b2f83cdf27122baa02120d638296051a-200x50.svg\" style=\"aspect-ratio:200 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/6388e9e42641505c0024340a9c4f846b41e2545f-110x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Vercel\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/6388e9e42641505c0024340a9c4f846b41e2545f-110x50.svg\" style=\"aspect-ratio:110 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/77b9c8ba35fb128f05a08c7804d2f8e9a8e3f0a9-96x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Surge AI\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/77b9c8ba35fb128f05a08c7804d2f8e9a8e3f0a9-96x50.svg\" style=\"aspect-ratio:96 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/ba0c09ff2b2ba796246ce69e4e971751bccaae37-76x50.svg",
"width": "",
"height": "40",
"loading": "lazy",
"html": "<img alt=\"Hex customer: Neo Financial\" height=\"40\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/ba0c09ff2b2ba796246ce69e4e971751bccaae37-76x50.svg\" style=\"aspect-ratio:76 / 50;width:auto\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/ba0c09ff2b2ba796246ce69e4e971751bccaae37-76x50.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Hex customer: Neo Financial\" src=\"https://cdn.sanity.io/images/e92memrj/production/ba0c09ff2b2ba796246ce69e4e971751bccaae37-76x50.svg\" class=\"CustomerBannerV2__PopoverLogo-sc-16628sx-4 iUcqyh\">"
},
{
"src": "/images/logos/uken-games-logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"uken-games-logo\" src=\"/images/logos/uken-games-logo.svg\" style=\"max-width:50px\" class=\"DashedLineQuote__Logo-sc-1d4vt9p-2 lhQaiL\">"
},
{
"src": "/images/logos/pandadoc-logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"pandadoc-logo\" src=\"/images/logos/pandadoc-logo.svg\" style=\"max-width:100px\" class=\"DashedLineQuote__Logo-sc-1d4vt9p-2 lhQaiL\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://cdn.sanity.io/images/e92memrj/production/92b9cd2232a417db021ffe38f96d45a896e85cba-131x50.svg\" class=\"CustomerStoriesTwoUp__Logo-sc-o7p0fp-9 GwXGz\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/643fb40019cd60627bf6f354c5bffdfd66017ce9-97x51.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://cdn.sanity.io/images/e92memrj/production/643fb40019cd60627bf6f354c5bffdfd66017ce9-97x51.svg\" class=\"CustomerStoriesTwoUp__Logo-sc-o7p0fp-9 GwXGz\">"
},
{
"src": "/images/logos/brex.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"brex\" src=\"/images/logos/brex.svg\" style=\"max-width:60px\" class=\"DashedLineQuote__Logo-sc-1d4vt9p-2 lhQaiL\">"
},
{
"src": "/images/logos/figma-logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"figma-logo\" src=\"/images/logos/figma-logo.svg\" style=\"max-width:80px\" class=\"DashedLineQuote__Logo-sc-1d4vt9p-2 lhQaiL\">"
},
{
"src": "/images/g2-awards.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Three G2 badges received by Hex for High Performer, Best Support, and Momentum Leader.\" loading=\"lazy\" src=\"/images/g2-awards.svg\">"
},
{
"src": "https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Notion\" loading=\"lazy\" src=\"https://cdn.sanity.io/images/e92memrj/production/6f211c674b14be69b85497264b1d654b138dce01-39x50.svg\">"
},
{
"src": "/images/headshots/abhishek-modi-headshot.jpg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Abhishek Modi\" loading=\"lazy\" src=\"/images/headshots/abhishek-modi-headshot.jpg\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: analytics, hex, where, trust, meets, insight.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "AI Analytics Platform for Your Whole Team | Hex",
"h1": "The AI Analytics Platform where trust meets insight",
"description": "Agentic notebooks, conversational self-serve, and Context Studio for governed AI answers — all in a unified platform for your whole team.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 16,
"topicTerms": [
"analytics",
"platform",
"whole",
"team",
"hex",
"where",
"trust",
"meets",
"insight"
],
"descriptionTerms": [
"agentic",
"notebooks",
"conversational",
"self",
"serve",
"context",
"studio",
"governed",
"answers",
"all",
"unified",
"platform",
"whole",
"team"
],
"missingFromDescription": [
"analytics",
"hex",
"where",
"trust",
"meets",
"insight"
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "Trusted by leading data companies",
"html": "<h2 class=\"CustomerBanner__SectionLabel-sc-1vt73hh-1 bzmfdz annotation\">Trusted by leading data companies</h2>"
},
{
"text": "Trusted AI workflowsfor every data question",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 ConnectedSetOfWorkflows__StyledHeader-sc-1kjhyj0-2 ePfWUM etnJMj\"><div>Trusted AI workflows</div><span data-style=\"italic\">for every data question</span></h2>"
},
{
"text": "NexaCorp Q3 revenue trends by product line",
"html": "<h2>NexaCorp Q3 revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "Instant integration with the whole stack",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 IntegrationsTout__StyledHeading-sc-11ov14s-3 ePfWUM cZxFmC\"><span data-style=\"italic\">Instant integration</span> with the whole stack</h2>"
},
{
"text": "FAQ",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 khcEyI FAQ___StyledHeading-sc-3uym3m-10 hiRlgW\">FAQ</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI Analytics Platform for Your Whole Team work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI Analytics Platform for Your Whole Team free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI Analytics Platform for Your Whole Team compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI Analytics Platform for Your Whole Team work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI Analytics Platform for Your Whole Team free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI Analytics Platform for Your Whole Team compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "Trusted by leading data companies",
"html": "<h2 class=\"CustomerBanner__SectionLabel-sc-1vt73hh-1 bzmfdz annotation\">Trusted by leading data companies</h2>"
},
{
"text": "Trusted AI workflowsfor every data question",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 ConnectedSetOfWorkflows__StyledHeader-sc-1kjhyj0-2 ePfWUM etnJMj\"><div>Trusted AI workflows</div><span data-style=\"italic\">for every data question</span></h2>"
},
{
"text": "NexaCorp Q3 revenue trends by product line",
"html": "<h2>NexaCorp Q3 revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "NexaCorp revenue trends by product line",
"html": "<h2>NexaCorp revenue trends by product line</h2>"
},
{
"text": "Instant integration with the whole stack",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 hMamCC GradientHeader-sc-1mfid73-0 IntegrationsTout__StyledHeading-sc-11ov14s-3 ePfWUM cZxFmC\"><span data-style=\"italic\">Instant integration</span> with the whole stack</h2>"
},
{
"text": "FAQ",
"html": "<h2 class=\"Heading__HeadingInternal-sc-sir940-0 Heading___StyledHeadingInternal-sc-sir940-1 khcEyI FAQ___StyledHeading-sc-3uym3m-10 hiRlgW\">FAQ</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI Analytics Platform for Your Whole Team work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI Analytics Platform for Your Whole Team free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI Analytics Platform for Your Whole Team compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI Analytics Platform for Your Whole Team work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI Analytics Platform for Your Whole Team?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI Analytics Platform for Your Whole Team free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI Analytics Platform for Your Whole Team compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 163483,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://hex.tech/\"/><meta",
"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><meta",
"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><title",
"/title",
"/fonts/formula/PP-Formula-SemiExtendedBold.woff2",
"/woff2",
"/fonts/cinetype/GT-Cinetype-Light.woff2",
"/woff2",
"/fonts/editorial/PPEditorialNew-UltralightItalic.woff2",
"/woff2"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Missing page | Hex \"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://hex.tech/\"/><meta data-react-helmet=\"true\" property=\"og:description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" property=\"og:type\" content=\"website\"/><meta data-react-helmet=\"true\" name=\"twitter:creator\" content=\"@_hex_tech\"/><meta data-react-helmet=\"true\" name=\"twitter:title\" content=\"Missing page | Hex \"/><meta data-react-helmet=\"true\" name=\"twitter:description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" property=\"og:image\" content=\"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><meta data-react-helmet=\"true\" property=\"og:image:width\" content=\"1200\"/><meta data-react-helmet=\"true\" property=\"og:image:height\" content=\"630\"/><meta data-react-helmet=\"true\" name=\"twitter:card\" content=\"summary_large_image\"/><meta data-react-helmet=\"true\" property=\"twitter:image\" content=\"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><title data-react-helmet=\"true\">Missing page | Hex </title><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/formula/PP-Formula-SemiExtendedBold.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/cinetype/GT-Cinetype-Light.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-UltralightItalic.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-Regular.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-Italic.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" href=\"/styles/brand-refresh-fonts.css\" rel=\"stylesheet\" type=\"text/css\"/><link data-react-helmet=\"true\" href=\"/styles/fonts-editorial.css\" rel=\"stylesheet\" type=\"text/css\"/><link data-react-helmet=\"true\" href=\"https://fonts.googleapis.com/css?family=IBM+Plex+Sans:300,400,500,600,700|IBM+Plex+Mono:400,500,700|IBM+Plex+Serif:300,400,500,600,700&display=swap\" media=\"print\" rel=\"stylesheet\"/><link data-react-helmet=\"true\" href=\"https://hex.tech/\"/><link data-react-helmet=\"true\" rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\"/><style data-styled=\"\" data-styled-version=\"6.2.0\">.dxxMQp{--columns:12;--content-width:min(96%,1840px);--content:repeat( var(--columns),calc(var(--content-width) / var(--columns)) );display:grid;grid-template-columns:1fr var(--content) 1fr;gap:0;}/*!sc*/\n:where(.dxxMQp > *){grid-column:2/-2;}/*!sc*/\ndata-styled.g3[id=\"LayoutGrid-sc-18yw1kp-0\"]{content:\"dxxMQp,\"}/*!sc*/\n.jxgGUE{display:grid;grid-column:1/-1;grid-template-columns:subgrid;}/*!sc*/\n.jxgGUE[data-pile]{grid-row:1/-1;}/*!sc*/\n.jxgGUE[data-content-grid]{grid-column:2/-2;grid-template-columns:repeat(var(--columns),1fr);}/*!sc*/\n.jxgGUE[data-content-grid]>*{grid-column:1/-1;}/*!sc*/\n[data-con"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Missing page | Hex \"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://hex.tech/\"/><meta data-react-helmet=\"true\" property=\"og:description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" property=\"og:type\" content=\"website\"/><meta data-react-helmet=\"true\" name=\"twitter:creator\" content=\"@_hex_tech\"/><meta data-react-helmet=\"true\" name=\"twitter:title\" content=\"Missing page | Hex \"/><meta data-react-helmet=\"true\" name=\"twitter:description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" property=\"og:image\" content=\"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><meta data-react-helmet=\"true\" property=\"og:image:width\" content=\"1200\"/><meta data-react-helmet=\"true\" property=\"og:image:height\" content=\"630\"/><meta data-react-helmet=\"true\" name=\"twitter:card\" content=\"summary_large_image\"/><meta data-react-helmet=\"true\" property=\"twitter:image\" content=\"https://cdn.sanity.io/images/e92memrj/production/57eeccd836f0d6188862a55186ab48521fe1034b-1200x630.png\"/><title data-react-helmet=\"true\">Missing page | Hex </title><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/formula/PP-Formula-SemiExtendedBold.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/cinetype/GT-Cinetype-Light.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-UltralightItalic.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-Regular.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" as=\"font\" crossorigin=\"anonymous\" href=\"/fonts/editorial/PPEditorialNew-Italic.woff2\" rel=\"preload\" type=\"font/woff2\"/><link data-react-helmet=\"true\" href=\"/styles/brand-refresh-fonts.css\" rel=\"stylesheet\" type=\"text/css\"/><link data-react-helmet=\"true\" href=\"/styles/fonts-editorial.css\" rel=\"stylesheet\" type=\"text/css\"/><link data-react-helmet=\"true\" href=\"https://fonts.googleapis.com/css?family=IBM+Plex+Sans:300,400,500,600,700|IBM+Plex+Mono:400,500,700|IBM+Plex+Serif:300,400,500,600,700&display=swap\" media=\"print\" rel=\"stylesheet\"/><link data-react-helmet=\"true\" href=\"https://hex.tech/\"/><link data-react-helmet=\"true\" rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\"/><style data-styled=\"\" data-styled-version=\"6.2.0\">.dxxMQp{--columns:12;--content-width:min(96%,1840px);--content:repeat( var(--columns),calc(var(--content-width) / var(--columns)) );display:grid;grid-template-columns:1fr var(--content) 1fr;gap:0;}/*!sc*/\n:where(.dxxMQp > *){grid-column:2/-2;}/*!sc*/\ndata-styled.g3[id=\"LayoutGrid-sc-18yw1kp-0\"]{content:\"dxxMQp,\"}/*!sc*/\n.jxgGUE{display:grid;grid-column:1/-1;grid-template-columns:subgrid;}/*!sc*/\n.jxgGUE[data-pile]{grid-row:1/-1;}/*!sc*/\n.jxgGUE[data-content-grid]{grid-column:2/-2;grid-template-columns:repeat(var(--columns),1fr);}/*!sc*/\n.jxgGUE[data-content-grid]>*{grid-column:1/-1;}/*!sc*/\n[data-con"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "oauth"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 165912
}
]
},
"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": "oauth"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><meta name=\"generator\" content=\"Gatsby 5.15.0\"/><meta data-react-helmet=\"true\" name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"You've stumbled upon a broken link or missing page.\"/><meta data-react-helmet=\"true\" name=\"keywords\" content=\"hex,hex technologies,notebooks,analyzing,analysis,collaborating,collaboration,building,data,jupyter,explore,analyze,share,sharing,App Builder,python,sql\"/><meta data-react-helmet=\"true\" name=\"og:site_name\" content=\"Hex\"/><meta data-react-helmet=\"true\" property=\"og:t"
},
"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://hex.tech"
},
"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://hex.tech/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://hex.tech/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://hex.tech/.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": "oauth"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
100 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)."
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
8 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
50/100
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": 3,
"displayValue": "5.1 s",
"numericValue": 5141.798143864653
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "25.8 s",
"numericValue": 25843.7
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 17,
"displayValue": "400 ms",
"numericValue": 404
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10 ms",
"numericValue": 11.091555000000001
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 92,
"displayValue": "0.9 s",
"numericValue": 874.7725991747546
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 30 ms",
"numericValue": 30
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 86,
"displayValue": "1.3 s",
"numericValue": 1321
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "4,860 ms",
"numericValue": 4862.727400825244
}
]
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
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 3 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 3 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
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 130 KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 130 KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 0
}Fix with MCP or CLI
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Score history
Public scan score over time
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| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 56/100 | Level 3, Bot-Aware | Current report |