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Jun 9, 2026, 5:58:34 PMJun 9, 2026, 5:58 PM
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65/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 41 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 73 out of 100
- SEO 92 out of 100
- Performance and Accessibility 94 out of 100
What AI sees of your website
Luminance: Legal-Grade™ AI
End-to-End AI for Every Contract Touchpoint. Luminance uses Legal-Grade™ Agents to Automate, Expedite & Enhance Contract Activity across your business.
Next step
Turn this report into a fix workflow
21 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 41 | Priority fix | 8 | 15 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 46 | Priority fix | 3 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 15 | 22 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 11 | 0 | 0 | |
| 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 | 73 | Needs work | 5 | 3 | 12 | View details |
| GEO Readiness | 86 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 65 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 66 | 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 | 94 | Strong | 22 | 3 | 0 | View details |
| Performance | 95 | Strong | 10 | 3 | 0 | View details |
| Accessibility | 91 | Strong | 12 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
41 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.
100 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}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".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"BreadcrumbList",
"Organization",
"Person",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
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://www.luminance.com/wp-json/",
"rel": "https://api.w.org/",
"type": "application/json"
}
]
},
"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
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".
50 Fail
Needs attention
OpenAPI discovery
01
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.
02
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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
},
{
"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": "\n<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \r\n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n\tnew Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n\tj=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=\n\t'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);\n\t})(window,document,'script','dataLayer','GTM-NF7TZDXB');</script> \n\t\n\t \n\t \n\n\t<meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n\t<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewpor"
}
]
},
"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.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
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.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
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 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".
33 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
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": 58302
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
02
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, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie".
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, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie\".",
"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": 10033,
"excerpt": "<!DOCTYPE html>\n\n<html lang=\"en-US\">\n\n<head>\n\t\n\t\n\t <script id=\"cookieyes\" type=\"text/javascript\" src=\"https://cdn-cookieyes.com/client_data/6d98e46aef88eb14c58e9f7f/script.js\"></script> \n\n\t\n\t\n\t<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l]",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
}
]
},
"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".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/.well-known/mcp.json",
"statusCode": 429,
"contentType": "text/html; charset=UTF-8",
"length": 5553
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 429,
"contentType": "text/html; charset=UTF-8",
"length": 5610
}
]
},
"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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: skipped heading levels; 2 links missing accessible names; 5/7 applicable form inputs have autocomplete attributes (2 missing).
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a href=\"https://www.luminance.com/resources/videos/luminance-legal-grade-ai-wherever-computer-meets-contract/\" class=\"sub-nav__feature-image-link m-b-2-xs m-b-0-md\"> <img src=\"https://www.luminance.com/wp-content/uploads/2025/07/corporate-video.png\" alt> </a>",
"<a href=\"https://www.luminance.com/resources/white-papers/building-luminances-artificial-intelligence/\" class=\"sub-nav__feature-image-link m-b-2-xs m-b-0-md\"> <img src=\"https://www.luminance.com/wp-content/uploads/2025/08/building-ai-white-paper-scaled.png\" alt> </a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"text\" name=\"text-2\" value placeholder=\"e.g. Acme Ltd\" id=\"forminator-field-text-2_6a28023d345b5\" class=\"forminator-input forminator-name--field\" data-required=\"1\">",
"<input type=\"text\" name=\"text-1\" value placeholder=\"e.g. Operations\" id=\"forminator-field-text-1_6a28023d345b5\" class=\"forminator-input forminator-name--field\" data-required=\"1\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Legal-Grade™ AI for Legal Compliance Procurement Finance HR Sales Marketing Executives",
"h4: Luminance harnesses Legal-Grade™ agents to automate, expedite and enhance every touchpoint a business has with its contracts.",
"h2: Trusted by Future-Focused Businesses",
"h2: End-to-End AI for Every Contract Touchpoint",
"h3: Draft Contracts with Speed and Confidence",
"h3: Reduce Back-and-Forth During Negotiation",
"h3: Gain Insight Into All Contracts Across the Enterprise",
"h3: Streamline and Enhance Compliance",
"h3: Accelerate the Discovery Process",
"h3: Automate Workflows End-to-End",
"h2: The ROI of AI",
"h3: 99%",
"h3: <5 min",
"h3: 500+",
"h3: 99%",
"h3: <5 min",
"h3: 500+",
"h3: 99%",
"h3: <5 min",
"h3: 500+",
"h3: 99%",
"h3: <5 min",
"h3: 500+",
"h3: 99%",
"h3: <5 min",
"h3: 500+",
"h2: Why Choose Luminance?",
"h3: Panel of Judges",
"h3: Powerful Legal Precedent",
"h3: Best-in-Class Security",
"h3: 24/7 Customer Support",
"h3: Seamless Integrations",
"h3: The Sunday Times | The female-led tech start-ups who have raised £190m between them",
"h3: TechCrunch | Legal AI Startup Luminance raises $75m",
"h3: The Financial Times | How AI is removing legal obstacles that slow down business",
"h3: The Times | Luminance boss: Lawyers can survive AI, but I’m not sure how many",
"h3: Bloomberg Law | Legal Tech Battles to Set Itself Apart From General AI Models",
"h3: Forbes | Forbes AI 50",
"h2: Discover how Luminance’s AI helps 1,000+ customers achieve:",
"h4: “Luminance is far above the competition.”",
"h4: “With Luminance, we have everything we need in one place.”",
"h4: “Luminance is far above the competition.”",
"h4: “With Luminance, we have everything we need in one place.”",
"h4: “Luminance is far above the competition.”",
"h4: “With Luminance, we have everything we need in one place.”",
"h3: Request a Demo"
]
},
"counts": {
"h1": 1,
"headings": 46,
"links": 69,
"inaccessibleLinks": 2,
"buttons": 4,
"inaccessibleButtons": 0,
"images": 124,
"imagesWithAlt": 124,
"autocompleteInputs": 7,
"inputsWithAutocomplete": 5,
"missingAutocompleteInputs": 2
}
}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".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/webmcp.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/mcp.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
}
]
},
"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".
20 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/agent-card.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
}
]
},
"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".
20 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
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": 429,
"contentType": "text/html; charset=UTF-8",
"length": 5619
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 429,
"contentType": "text/html; charset=UTF-8",
"length": 5601
}
]
},
"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".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/agent.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
}
]
},
"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".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
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": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
},
{
"path": "/agents.json",
"statusCode": 403,
"contentType": "text/html; charset=UTF-8",
"length": 9634
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Tue, 09 Jun 2026 12:26:11 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}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".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
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": "www.luminance.com",
"probes": [
{
"name": "_index._agents.www.luminance.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.luminance.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.luminance.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "luminance.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
Needs attention
llms.txt
01
Issue
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).
02
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
50/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Validate resource body".
Validation steps
Validate resource body
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/llms.txt",
"statusCode": 200,
"contentType": "text/plain"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
"compatibleContentType": true,
"hasTitle": false,
"contentLength": 8037,
"linkCount": 61,
"links": [
"https://www.luminance.com",
"https://www.luminance.com/contact/",
"https://lumiprd.wpenginepowered.com/",
"https://lumiprd.wpenginepowered.com/resources/white-papers/",
"https://lumiprd.wpenginepowered.com/resources/product-videos/",
"https://lumiprd.wpenginepowered.com/resources/blog/",
"https://lumiprd.wpenginepowered.com/resources/insights/",
"https://lumiprd.wpenginepowered.com/about/press-releases/",
"https://lumiprd.wpenginepowered.com/about/coverage/",
"https://lumiprd.wpenginepowered.com/about/"
],
"rawExcerpt": "---\nllm-manifest: 1.0\nsite: https://www.luminance.com\nmaintainer: Luminance Technologies Ltd.\ncontact: https://www.luminance.com/contact/\n\n## description:\n Luminance provides Legal-Grade™ AI technology that automates, expedites, and enhances\n every touchpoint a business has with its contracts — from drafting and negotiation to\n compliance, investigation, and collaboration. The platform is used by over 700\n organizations globally across multiple industries.\n\n## categories:\n - AI for Legal and Compliance\n - Contract Lifecycle Management (CLM)\n - Enterprise Automation\n - Document Intelligence\n\n## ai_usage_guidelines:\n - Summarization, retrieval, and factual referencing of public content are permitted.\n - Do not attempt to extract or use personal data from forms or analytics scripts."
},
"issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}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".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="name-1-first-name"> is missing tool-param-description.<input name="name-1-last-name"> is missing tool-param-description.<input name="email-1"> is missing tool-param-description.<input name="text-2"> is missing tool-param-description.<input name="text-1"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input name="phone-1"> is missing tool-param-description.<input name="consent-1"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 81,
"interactiveWithTags": 0,
"totalCount": 82,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"name-1-first-name\"> is missing tool-param-description.",
"<input name=\"name-1-last-name\"> is missing tool-param-description.",
"<input name=\"email-1\"> is missing tool-param-description.",
"<input name=\"text-2\"> is missing tool-param-description.",
"<input name=\"text-1\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"phone-1\"> is missing tool-param-description.",
"<input name=\"consent-1\"> 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": 9,
"issues": [
"<input name=\"name-1-first-name\"> is missing tool-param-description.",
"<input name=\"name-1-last-name\"> is missing tool-param-description.",
"<input name=\"email-1\"> is missing tool-param-description.",
"<input name=\"text-2\"> is missing tool-param-description.",
"<input name=\"text-1\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"phone-1\"> is missing tool-param-description.",
"<input name=\"consent-1\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"name-1-first-name\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"name-1-last-name\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"email-1\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"text-2\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"text-1\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"phone-1\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"consent-1\"> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 81,
"interactiveWithTags": 0,
"totalCount": 82,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"name-1-first-name\"> is missing tool-param-description.",
"<input name=\"name-1-last-name\"> is missing tool-param-description.",
"<input name=\"email-1\"> is missing tool-param-description.",
"<input name=\"text-2\"> is missing tool-param-description.",
"<input name=\"text-1\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"phone-1\"> is missing tool-param-description.",
"<input name=\"consent-1\"> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 81,
"interactiveWithTags": 0,
"totalCount": 82,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"name-1-first-name\"> is missing tool-param-description.",
"<input name=\"name-1-last-name\"> is missing tool-param-description.",
"<input name=\"email-1\"> is missing tool-param-description.",
"<input name=\"text-2\"> is missing tool-param-description.",
"<input name=\"text-1\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"phone-1\"> is missing tool-param-description.",
"<input name=\"consent-1\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 33/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 33/100 and needs a fix.
6 Fail
Needs attention
AIO: Visible structured data match
01
Issue
8 structured-data value(s) were not found in visible page text.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
33/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 33/100 and needs a fix.
Evidence
{
"schemaCount": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "Luminance: Legal Grade™ AI"
},
{
"path": "$[0].@graph[0].description",
"value": "End-to-End AI for the Enterprise, Wherever Computer Meets Contract."
},
{
"path": "$[0].@graph[1].name",
"value": "Luminance"
},
{
"path": "$[0].@graph[2].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[3].name",
"value": "Pete Deane"
},
{
"path": "$[0].@graph[3].description",
"value": "Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book."
},
{
"path": "$[1].name",
"value": "Luminance: Legal Grade™ AI"
},
{
"path": "$[1].description",
"value": "End-to-End AI for the Enterprise, Wherever Computer Meets Contract."
},
{
"path": "$[2].name",
"value": "Luminance"
},
{
"path": "$[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[4].name",
"value": "Pete Deane"
},
{
"path": "$[4].description",
"value": "Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book."
}
],
"mismatches": [
{
"path": "$[0].@graph[0].description",
"value": "End-to-End AI for the Enterprise, Wherever Computer Meets Contract."
},
{
"path": "$[0].@graph[2].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[3].name",
"value": "Pete Deane"
},
{
"path": "$[0].@graph[3].description",
"value": "Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book."
},
{
"path": "$[1].description",
"value": "End-to-End AI for the Enterprise, Wherever Computer Meets Contract."
},
{
"path": "$[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[4].name",
"value": "Pete Deane"
},
{
"path": "$[4].description",
"value": "Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book."
}
],
"score": 33,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.luminance.com/about/",
"text": "About",
"html": "<a href=\"https://www.luminance.com/about/\" class=\"d-flex-md align-md-center header-nav__parent-link\"> About </a>"
},
{
"href": "https://www.luminance.com/about/",
"text": "About",
"html": "<a href=\"https://www.luminance.com/about/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> About </a>"
},
{
"href": "https://www.luminance.com/about/coverage/",
"text": "In the News",
"html": "<a href=\"https://www.luminance.com/about/coverage/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> In the News </a>"
},
{
"href": "https://www.luminance.com/about/press-releases/",
"text": "Press Releases",
"html": "<a href=\"https://www.luminance.com/about/press-releases/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> Press Releases </a>"
},
{
"href": "https://www.luminance.com/about/partners",
"text": "Partners",
"html": "<a href=\"https://www.luminance.com/about/partners\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> Partners </a>"
},
{
"href": "https://www.linkedin.com/company/luminancetech",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/luminancetech\" target=\"_blank\" class=\"footer__social-link\" title=\"Link with us on LinkedIn\"> <i class=\"fa-classic fa-brands fa-linkedin-in\" aria-hidden=\"true\"></i> </a>"
}
],
"contactLinks": [
{
"href": "https://www.luminance.com/contact/",
"text": "Contact",
"html": "<a href=\"https://www.luminance.com/contact/\" target=\"_self\">Contact</a>"
},
{
"href": "https://www.luminance.com/customers/luminance-is-a-great-help/",
"text": "Watch the NTT case study",
"html": "<a class=\"btn --light-hover video-slider__link\" href=\"https://www.luminance.com/customers/luminance-is-a-great-help/\" target=\"_self\"><span>Watch the NTT case study</span></a>"
}
],
"privacyLinks": [
{
"href": "https://lumistg.wpenginepowered.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://lumistg.wpenginepowered.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.luminance.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.luminance.com/privacy-policy/\" target class=\"m-r-3-md\"> Privacy Policy </a>"
},
{
"href": "https://www.luminance.com/terms-conditions/",
"text": "Terms & Conditions",
"html": "<a href=\"https://www.luminance.com/terms-conditions/\" target class=\"m-r-3-md\"> 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.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.luminance.com/about/",
"text": "About",
"html": "<a href=\"https://www.luminance.com/about/\" class=\"d-flex-md align-md-center header-nav__parent-link\"> About </a>"
},
{
"href": "https://www.luminance.com/about/",
"text": "About",
"html": "<a href=\"https://www.luminance.com/about/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> About </a>"
},
{
"href": "https://www.luminance.com/about/coverage/",
"text": "In the News",
"html": "<a href=\"https://www.luminance.com/about/coverage/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> In the News </a>"
},
{
"href": "https://www.luminance.com/about/press-releases/",
"text": "Press Releases",
"html": "<a href=\"https://www.luminance.com/about/press-releases/\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> Press Releases </a>"
},
{
"href": "https://www.luminance.com/about/partners",
"text": "Partners",
"html": "<a href=\"https://www.luminance.com/about/partners\" class=\"sub-nav__link d-block p-t-1-xs p-b-1-xs p-0-md m-b-2-md\"> Partners </a>"
},
{
"href": "https://www.linkedin.com/company/luminancetech",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/luminancetech\" target=\"_blank\" class=\"footer__social-link\" title=\"Link with us on LinkedIn\"> <i class=\"fa-classic fa-brands fa-linkedin-in\" aria-hidden=\"true\"></i> </a>"
}
],
"contactLinks": [
{
"href": "https://www.luminance.com/contact/",
"text": "Contact",
"html": "<a href=\"https://www.luminance.com/contact/\" target=\"_self\">Contact</a>"
},
{
"href": "https://www.luminance.com/customers/luminance-is-a-great-help/",
"text": "Watch the NTT case study",
"html": "<a class=\"btn --light-hover video-slider__link\" href=\"https://www.luminance.com/customers/luminance-is-a-great-help/\" target=\"_self\"><span>Watch the NTT case study</span></a>"
}
],
"privacyLinks": [
{
"href": "https://lumistg.wpenginepowered.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://lumistg.wpenginepowered.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.luminance.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.luminance.com/privacy-policy/\" target class=\"m-r-3-md\"> Privacy Policy </a>"
},
{
"href": "https://www.luminance.com/terms-conditions/",
"text": "Terms & Conditions",
"html": "<a href=\"https://www.luminance.com/terms-conditions/\" target class=\"m-r-3-md\"> Terms & Conditions </a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
36 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
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": 38,
"passing": 2,
"failing": [
{
"heading": "Trusted by Future-Focused Businesses",
"headingHtml": "<h2>Trusted by Future-Focused Businesses</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "End-to-End AI for Every Contract Touchpoint",
"headingHtml": "<h2 class=\"fs-h1\">End-to-End AI for Every Contract Touchpoint</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Draft Contracts with Speed and Confidence",
"headingHtml": "<h3>Draft Contracts with Speed and Confidence</h3>",
"firstParagraph": "Accelerate time to signature, reduce bottlenecks and ensure business-wide consistency with automated contract generation.",
"paragraphHtml": "<p>Accelerate time to signature, reduce bottlenecks and ensure business-wide consistency with automated contract generation.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Reduce Back-and-Forth During Negotiation",
"headingHtml": "<h3>Reduce Back-and-Forth During Negotiation</h3>",
"firstParagraph": "Focus time and attention where needed, automating and augmenting negotiations with AI-powered review within Microsoft Word.",
"paragraphHtml": "<p>Focus time and attention where needed, automating and augmenting negotiations with AI-powered review within Microsoft Word.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Gain Insight Into All Contracts Across the Enterprise",
"headingHtml": "<h3>Gain Insight Into All Contracts Across the Enterprise</h3>",
"firstParagraph": "Manage obligations and rapidly respond to business queries with at-a-glance insight into the entire contractual landscape.",
"paragraphHtml": "<p>Manage obligations and rapidly respond to business queries with at-a-glance insight into the entire contractual landscape.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Automate Workflows End-to-End",
"headingHtml": "<h3>Automate Workflows End-to-End</h3>",
"firstParagraph": "Streamline collaboration between Legal and the wider business to increase autonomy, eliminate bottlenecks and drive business using intelligent AI agents.",
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"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "The ROI of AI",
"headingHtml": "<h2>The ROI of AI</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "99%",
"headingHtml": "<h3 class=\"m-0\">99%</h3>",
"firstParagraph": "time-savings when responding to business queries",
"paragraphHtml": "<p class=\"--large m-0\">time-savings when responding to business queries</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "<5 min",
"headingHtml": "<h3 class=\"m-0\"><5 min</h3>",
"firstParagraph": "to review 80-page MSA",
"paragraphHtml": "<p class=\"--large m-0\">to review 80-page MSA</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "500+",
"headingHtml": "<h3 class=\"m-0\">500+</h3>",
"firstParagraph": "hours saved on contract generation",
"paragraphHtml": "<p class=\"--large m-0\">hours saved on contract generation</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "99%",
"headingHtml": "<h3 class=\"m-0\">99%</h3>",
"firstParagraph": "time-savings when responding to business queries",
"paragraphHtml": "<p class=\"--large m-0\">time-savings when responding to business queries</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "<5 min",
"headingHtml": "<h3 class=\"m-0\"><5 min</h3>",
"firstParagraph": "to review 80-page MSA",
"paragraphHtml": "<p class=\"--large m-0\">to review 80-page MSA</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "500+",
"headingHtml": "<h3 class=\"m-0\">500+</h3>",
"firstParagraph": "hours saved on contract generation",
"paragraphHtml": "<p class=\"--large m-0\">hours saved on contract generation</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "99%",
"headingHtml": "<h3 class=\"m-0\">99%</h3>",
"firstParagraph": "time-savings when responding to business queries",
"paragraphHtml": "<p class=\"--large m-0\">time-savings when responding to business queries</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "<5 min",
"headingHtml": "<h3 class=\"m-0\"><5 min</h3>",
"firstParagraph": "to review 80-page MSA",
"paragraphHtml": "<p class=\"--large m-0\">to review 80-page MSA</p>",
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"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "500+",
"headingHtml": "<h3 class=\"m-0\">500+</h3>",
"firstParagraph": "hours saved on contract generation",
"paragraphHtml": "<p class=\"--large m-0\">hours saved on contract generation</p>",
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"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "99%",
"headingHtml": "<h3 class=\"m-0\">99%</h3>",
"firstParagraph": "time-savings when responding to business queries",
"paragraphHtml": "<p class=\"--large m-0\">time-savings when responding to business queries</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "<5 min",
"headingHtml": "<h3 class=\"m-0\"><5 min</h3>",
"firstParagraph": "to review 80-page MSA",
"paragraphHtml": "<p class=\"--large m-0\">to review 80-page MSA</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "500+",
"headingHtml": "<h3 class=\"m-0\">500+</h3>",
"firstParagraph": "hours saved on contract generation",
"paragraphHtml": "<p class=\"--large m-0\">hours saved on contract generation</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "99%",
"headingHtml": "<h3 class=\"m-0\">99%</h3>",
"firstParagraph": "time-savings when responding to business queries",
"paragraphHtml": "<p class=\"--large m-0\">time-savings when responding to business queries</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "<5 min",
"headingHtml": "<h3 class=\"m-0\"><5 min</h3>",
"firstParagraph": "to review 80-page MSA",
"paragraphHtml": "<p class=\"--large m-0\">to review 80-page MSA</p>",
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"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "500+",
"headingHtml": "<h3 class=\"m-0\">500+</h3>",
"firstParagraph": "hours saved on contract generation",
"paragraphHtml": "<p class=\"--large m-0\">hours saved on contract generation</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Why Choose Luminance?",
"headingHtml": "<h2 class=\"fs-h1\">Why Choose Luminance?</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Panel of Judges",
"headingHtml": "<h3 class=\"benefit__title m-b-1\">Panel of Judges</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Powerful Legal Precedent",
"headingHtml": "<h3 class=\"benefit__title m-b-1\">Powerful Legal Precedent</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Best-in-Class Security",
"headingHtml": "<h3 class=\"benefit__title m-b-1\">Best-in-Class Security</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "24/7 Customer Support",
"headingHtml": "<h3 class=\"benefit__title m-b-1\">24/7 Customer
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Seamless Integrations",
"headingHtml": "<h3 class=\"benefit__title m-b-1\">Seamless Integrations</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Sunday Times | The female-led tech start-ups who have raised £190m between them",
"headingHtml": "<h3>The Sunday Times | The female-led tech start-ups who have raised £190m between them</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TechCrunch | Legal AI Startup Luminance raises $75m",
"headingHtml": "<h3>TechCrunch | Legal AI Startup Luminance raises $75m</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Financial Times | How AI is removing legal obstacles that slow down business",
"headingHtml": "<h3>The Financial Times | How AI is removing legal obstacles that slow down business</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Times | Luminance boss: Lawyers can survive AI, but I’m not sure how many",
"headingHtml": "<h3>The Times | Luminance boss: Lawyers can survive AI, but I’m not sure how many</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Bloomberg Law | Legal Tech Battles to Set Itself Apart From General AI Models",
"headingHtml": "<h3>Bloomberg Law | Legal Tech Battles to Set Itself Apart From General AI Models</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Forbes | Forbes AI 50",
"headingHtml": "<h3>Forbes | Forbes AI 50</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Discover how Luminance’s AI helps 1,000+ customers achieve:",
"headingHtml": "<h2 class=\"m-b-3\">Discover how Luminance’s AI helps 1,000+ customers achieve:</h2>",
"firstParagraph": "90% time-savings on contract review",
"paragraphHtml": "<p><strong>90%</strong> time-savings on contract review</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Request a Demo",
"headingHtml": "<h3 class=\"m-b-3\">Request a Demo</h3>",
"firstParagraph": "By submitting these details you agree to our Privacy Policy. We will also subscribe you to our marketing emails, but you can unsubscribe at any time.",
"paragraphHtml": "<p>By submitting these details you agree to our <a href=\"https://lumistg.wpenginepowered.com/privacy-policy/\">Privacy Policy</a>. We will also subscribe you to our marketing emails, but you can unsubscribe at any time.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
3 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: compliance, procurement, finance, sales, marketing, executives.
Details
02
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": "Luminance: Legal-Grade™ AI",
"h1": "Legal-Grade™ AI for Legal Compliance Procurement Finance HR Sales Marketing Executives",
"description": "End-to-End AI for Every Contract Touchpoint. Luminance uses Legal-Grade™ Agents to Automate, Expedite & Enhance Contract Activity across your business.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"luminance",
"legal",
"grade",
"compliance",
"procurement",
"finance",
"sales",
"marketing",
"executives"
],
"descriptionTerms": [
"end",
"every",
"contract",
"touchpoint",
"luminance",
"uses",
"legal",
"grade",
"agents",
"automate",
"expedite",
"enhance",
"activity",
"across",
"business"
],
"missingFromDescription": [
"compliance",
"procurement",
"finance",
"sales",
"marketing",
"executives"
],
"score": 80,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
No substantial explanatory paragraphs were found.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
Needs attention
AEO: Question-led structure
01
Issue
36 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
02
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
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: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 5,
"questionH2s": [
{
"index": 4,
"text": "Why Choose Luminance?",
"isQuestion": true,
"html": "<h2 class=\"fs-h1\">Why Choose Luminance?</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 4,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
124 image(s) are missing width/height attributes. 3 possible modal/interstitial element(s) detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1361,
"htmlBytes": 251506,
"imagesMissingDimensions": [
{
"src": "https://www.luminance.com/wp-content/themes/luminance-ai/images/luminance-logo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.luminance.com/wp-content/themes/luminance-ai/images/luminance-logo.png\" alt=\"Luminance Logo\" class=\"header__logo\">"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/07/corporate-video.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.luminance.com/wp-content/uploads/2025/07/corporate-video.png\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/08/building-ai-white-paper-scaled.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.luminance.com/wp-content/uploads/2025/08/building-ai-white-paper-scaled.png\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/09/Gartner-Rating-White.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/09/Gartner-Rating-White.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/InfraVia.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/InfraVia.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Knotel.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Knotel.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/LG-Electronics.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/LG-Electronics.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Clifford-Chance.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Clifford-Chance.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Yokogawa.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Yokogawa.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Figma.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Figma.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/12/Helsing-Negative.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/12/Helsing-Negative.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2026/05/JGC-logo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2026/05/JGC-logo.png\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/07/lg-.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/07/lg-.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/07/Layer_1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/07/Layer_1.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/08/AMD.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/08/AMD.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Danone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Danone.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Ralph-Lauren.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Ralph-Lauren.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/07/Layer_tesco.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/07/Layer_tesco.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/Campbell-Soup.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/Campbell-Soup.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/08/NTT-DATA_idHgeCGMGK_1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/08/NTT-DATA_idHgeCGMGK_1.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/E.ON_.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/E.ON_.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/10/LycaMobile-Group.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/10/LycaMobile-Group.svg\" alt>"
},
{
"src": "https://www.luminance.com/wp-content/uploads/2025/07/Layer-d.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img decoding=\"async\" src=\"https://www.luminance.com/wp-content/uploads/2025/07/Layer-d.svg\" alt>"
},
{
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"width": "",
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}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.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
36 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
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.