SCANNED
Jun 10, 2026, 8:23 PM
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Jun 10, 2026, 8:23:26 PMJun 10, 2026, 8:23 PM
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50/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 40 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 75 out of 100
- SEO 100 out of 100
- Performance and Accessibility 70 out of 100
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Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 40 | Priority fix | 10 | 12 | 1 | View details |
| Discoverability | 57 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 54 | Needs work | 6 | 3 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 75 | Mostly ready | 5 | 2 | 13 | View details |
| GEO Readiness | 84 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 76 | Mostly ready | 2 | 1 | 4 | View details |
| AEO Readiness | 65 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 70 | Needs work | 21 | 4 | 1 | View details |
| Performance | 59 | Needs work | 15 | 4 | 1 | View details |
| Accessibility | 90 | Strong | 6 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
49 items need attention
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"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
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" 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",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI 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 DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
33 Fail
Needs attention
FAQPage schema
01
Issue
FAQ content was detected but no FAQPage schema was found.
02
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"Corporation",
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 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": [
"Corporation",
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 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": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
33 Fail
Needs attention
llms.txt
01
Issue
llms.txt was not found at the expected path.
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
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: 1 buttons missing accessible names; 0/1 applicable form inputs have autocomplete attributes (1 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": true,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button id=\"ot-sdk-btn\" class=\"ot-sdk-show-settings\" data-ga-location=\"footer\" data-ga-name=\"cookie preferences\" data-v-a8920611></button>"
],
"missingAutocompleteInputs": [
"<input value type=\"text\" placeholder=\"Search\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 34,
"links": 188,
"inaccessibleLinks": 0,
"buttons": 21,
"inaccessibleButtons": 1,
"images": 44,
"imagesWithAlt": 44,
"autocompleteInputs": 1,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 1
}
}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",
"length": 11327
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 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
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Needs attention
Frame protection
01
Issue
Frame protection is missing or incomplete.
02
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Needs attention
Referrer-Policy
01
Issue
Referrer-Policy is missing or incomplete.
02
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Needs attention
X-Content-Type-Options
01
Issue
X-Content-Type-Options is missing or incomplete.
02
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
25 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
25 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": "Wed, 10 Jun 2026 14:26:52 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"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": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
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": "about.gitlab.com",
"probes": [
{
"name": "_index._agents.about.gitlab.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.about.gitlab.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": "about.gitlab.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "gitlab.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
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> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 210,
"interactiveWithTags": 0,
"totalCount": 210,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 3,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 210,
"interactiveWithTags": 0,
"totalCount": 210,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 210,
"interactiveWithTags": 0,
"totalCount": 210,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: 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://handbook.gitlab.com/handbook/company/culture/all-remote/",
"text": "Remote",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Remote\" data-nav-levelone=\"resources\" data-nav-leveltwo=\"remote\" data-ga-name=\"remote\" data-ga-location=\"header\" tabindex=\"0\" href=\"https://handbook.gitlab.com/handbook/company/culture/all-remote/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Remote<!--]--></a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"About\" data-nav-levelone=\"company\" data-nav-leveltwo=\"about\" data-ga-name=\"about\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> About<!--]--></a>"
},
{
"href": "/company/team/e-group/",
"text": "Leadership",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Leadership\" data-nav-levelone=\"company\" data-nav-leveltwo=\"leadership\" data-ga-name=\"leadership\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/team/e-group/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Leadership<!--]--></a>"
},
{
"href": "/company/team/",
"text": "Team",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Team\" data-nav-levelone=\"company\" data-nav-leveltwo=\"team\" data-ga-name=\"team\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/team/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Team<!--]--></a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Newsletter\" data-nav-levelone=\"company\" data-nav-leveltwo=\"newsletter\" data-ga-name=\"newsletter\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/contact/#contact-forms\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Newsletter<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/",
"text": "Get free trial",
"html": "<a tabindex=\"0\" data-ga-name=\"free trial\" data-ga-location=\"header\" class=\"slp-btn slp-btn-primary\" href=\"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/\" data-v-c6fd7cb9 data-v-7b732b26><!--[-->Get free trial<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/",
"text": "Get free trial",
"html": "<a class=\"navigation__mobile-trial-button slp-btn slp-btn-primary navigation__mobile-trial-button\" name=\"Get free trial\" data-ga-name=\"free trial\" data-ga-location=\"header\" href=\"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/\" data-v-c6fd7cb9 data-v-7b732b26><!--[-->Get free trial<!--]--></a>"
},
{
"href": "/solutions/application-security-testing/",
"text": "Learn more about security",
"html": "<a data-ga-name=\"security\" data-ga-location=\"cards\" class=\"slp-btn slp-btn-outline\" href=\"/solutions/application-security-testing/\" data-v-c6fd7cb9 data-v-20abc810><!--[-->Learn more about security<!--]--></a>"
},
{
"href": "/blog/introducing-gitlab-flex/",
"text": "Read about GitLab Flex",
"html": "<a data-ga-name=\"gitlab-flex\" data-ga-location=\"cards\" class=\"slp-btn slp-btn-outline\" href=\"/blog/introducing-gitlab-flex/\" data-v-c6fd7cb9 data-v-20abc810><!--[-->Read about GitLab Flex<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/",
"text": "Get your free trial",
"html": "<a data-ga-name=\"free trial\" class=\"main-button slp-btn slp-btn-primary main-button\" data-ga-location=\"feature\" href=\"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/\" data-v-c6fd7cb9 data-v-e2df1e02><!--[-->Get your free trial <!----><!--]--></a>"
},
{
"href": "https://handbook.gitlab.com/handbook/company/culture/all-remote/",
"text": "Remote",
"html": "<a href=\"https://handbook.gitlab.com/handbook/company/culture/all-remote/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"remote\" data-v-a8920611>Remote</a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a href=\"/company/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"company\" data-v-a8920611>About</a>"
},
{
"href": "/company/team/e-group/",
"text": "Leadership",
"html": "<a href=\"/company/team/e-group/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"leadership\" data-v-a8920611>Leadership</a>"
},
{
"href": "/company/team/",
"text": "Team",
"html": "<a href=\"/company/team/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"team\" data-v-a8920611>Team</a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a href=\"/company/contact/#contact-forms\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"newsletter\" data-v-a8920611>Newsletter</a>"
},
{
"href": "https://www.linkedin.com/company/gitlab-com",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/gitlab-com\" data-ga-name=\"linkedin\" data-ga-location=\"footer\" aria-label=\"LinkedIn\" data-v-56595311><svg viewBox=\"0 0 500 500\" class=\"slp-icon slp-icon slp-icon--size-sm slp-icon--color-color-text-300 social__links--icon\" style=\"\" role=\"img\" aria-hidden=\"true\" data-icon-name=\"\" data-v-c3411281=\"\" data-v-56595311=\"\"><path fill=\"currentColor\" d=\"M100.28 448H7.4V148.9h92.88zM53.79 108.1C24.09 108.1 0 83.5 0 53.8a53.79 53.79 0 01107.58 0c0 29.7-24.1 54.3-..."
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/",
"text": "View page source",
"html": "<a target=\"_blank\" class=\"footer-source__button\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/\" data-ga-name=\"page source\" data-ga-location=\"footer\" data-v-2b76ce90>View page source</a>"
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/en-us/index.yml",
"text": "Edit this page",
"html": "<a target=\"_blank\" class=\"be-nav-footer__button\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/en-us/index.yml\" data-ga-name=\"web ide\" data-ga-location=\"footer\" data-v-2b76ce90>Edit this page</a>"
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/",
"text": "Please contribute",
"html": "<a target=\"_blank\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/\" data-ga-name=\"please contribute\" data-ga-location=\"footer\" data-v-2b76ce90>Please contribute</a>"
}
],
"contactLinks": [
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Newsletter\" data-nav-levelone=\"company\" data-nav-leveltwo=\"newsletter\" data-ga-name=\"newsletter\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/contact/#contact-forms\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Newsletter<!--]--></a>"
},
{
"href": "https://support.gitlab.com",
"text": "Support portal",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Support portal\" data-nav-levelone=\"company\" data-nav-leveltwo=\"support portal\" data-ga-name=\"support portal\" data-ga-location=\"header\" tabindex=\"0\" href=\"https://support.gitlab.com\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Support portal<!--]--></a>"
},
{
"href": "/sales/",
"text": "Contact sales",
"html": "<a data-ga-name=\"sales\" class=\"secondary-button slp-btn slp-btn-tertiary secondary-button\" data-ga-location=\"feature\" href=\"/sales/\" data-v-c6fd7cb9 data-v-e2df1e02><!--[-->Contact sales<svg viewBox=\"0 0 16 16\" xmlns=\"http://www.w3.org/2000/svg\" class=\"slp-icon slp-icon slp-icon--color-color-text-300 slp-ml-8\" style=\"width:16px;height:16px;\" role=\"img\" aria-hidden=\"true\" data-icon-name=\"\" data-v-c3411281=\"\" data-v-e2df1e02=\"\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M5.22 2.22a.75.75..."
},
{
"href": "/sales/",
"text": "Contact sales",
"html": "<a href=\"/sales/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"sales\" data-v-a8920611>Contact sales</a>"
},
{
"href": "https://support.gitlab.com",
"text": "Support portal",
"html": "<a href=\"https://support.gitlab.com\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"support portal\" data-v-a8920611>Support portal</a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a href=\"/company/contact/#contact-forms\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"newsletter\" data-v-a8920611>Newsletter</a>"
}
],
"privacyLinks": [
{
"href": "/terms/",
"text": "Terms of use",
"html": "<a href=\"/terms/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"terms of use\" data-v-a8920611>Terms of use</a>"
},
{
"href": "/privacy/",
"text": "Privacy statement",
"html": "<a href=\"/privacy/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"privacy statement\" data-v-a8920611>Privacy statement</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://handbook.gitlab.com/handbook/company/culture/all-remote/",
"text": "Remote",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Remote\" data-nav-levelone=\"resources\" data-nav-leveltwo=\"remote\" data-ga-name=\"remote\" data-ga-location=\"header\" tabindex=\"0\" href=\"https://handbook.gitlab.com/handbook/company/culture/all-remote/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Remote<!--]--></a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"About\" data-nav-levelone=\"company\" data-nav-leveltwo=\"about\" data-ga-name=\"about\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> About<!--]--></a>"
},
{
"href": "/company/team/e-group/",
"text": "Leadership",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Leadership\" data-nav-levelone=\"company\" data-nav-leveltwo=\"leadership\" data-ga-name=\"leadership\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/team/e-group/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Leadership<!--]--></a>"
},
{
"href": "/company/team/",
"text": "Team",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Team\" data-nav-levelone=\"company\" data-nav-leveltwo=\"team\" data-ga-name=\"team\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/team/\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Team<!--]--></a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Newsletter\" data-nav-levelone=\"company\" data-nav-leveltwo=\"newsletter\" data-ga-name=\"newsletter\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/contact/#contact-forms\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Newsletter<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/",
"text": "Get free trial",
"html": "<a tabindex=\"0\" data-ga-name=\"free trial\" data-ga-location=\"header\" class=\"slp-btn slp-btn-primary\" href=\"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/\" data-v-c6fd7cb9 data-v-7b732b26><!--[-->Get free trial<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/",
"text": "Get free trial",
"html": "<a class=\"navigation__mobile-trial-button slp-btn slp-btn-primary navigation__mobile-trial-button\" name=\"Get free trial\" data-ga-name=\"free trial\" data-ga-location=\"header\" href=\"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/\" data-v-c6fd7cb9 data-v-7b732b26><!--[-->Get free trial<!--]--></a>"
},
{
"href": "/solutions/application-security-testing/",
"text": "Learn more about security",
"html": "<a data-ga-name=\"security\" data-ga-location=\"cards\" class=\"slp-btn slp-btn-outline\" href=\"/solutions/application-security-testing/\" data-v-c6fd7cb9 data-v-20abc810><!--[-->Learn more about security<!--]--></a>"
},
{
"href": "/blog/introducing-gitlab-flex/",
"text": "Read about GitLab Flex",
"html": "<a data-ga-name=\"gitlab-flex\" data-ga-location=\"cards\" class=\"slp-btn slp-btn-outline\" href=\"/blog/introducing-gitlab-flex/\" data-v-c6fd7cb9 data-v-20abc810><!--[-->Read about GitLab Flex<!--]--></a>"
},
{
"href": "https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/",
"text": "Get your free trial",
"html": "<a data-ga-name=\"free trial\" class=\"main-button slp-btn slp-btn-primary main-button\" data-ga-location=\"feature\" href=\"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/\" data-v-c6fd7cb9 data-v-e2df1e02><!--[-->Get your free trial <!----><!--]--></a>"
},
{
"href": "https://handbook.gitlab.com/handbook/company/culture/all-remote/",
"text": "Remote",
"html": "<a href=\"https://handbook.gitlab.com/handbook/company/culture/all-remote/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"remote\" data-v-a8920611>Remote</a>"
},
{
"href": "/company/",
"text": "About",
"html": "<a href=\"/company/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"company\" data-v-a8920611>About</a>"
},
{
"href": "/company/team/e-group/",
"text": "Leadership",
"html": "<a href=\"/company/team/e-group/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"leadership\" data-v-a8920611>Leadership</a>"
},
{
"href": "/company/team/",
"text": "Team",
"html": "<a href=\"/company/team/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"team\" data-v-a8920611>Team</a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a href=\"/company/contact/#contact-forms\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"newsletter\" data-v-a8920611>Newsletter</a>"
},
{
"href": "https://www.linkedin.com/company/gitlab-com",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/gitlab-com\" data-ga-name=\"linkedin\" data-ga-location=\"footer\" aria-label=\"LinkedIn\" data-v-56595311><svg viewBox=\"0 0 500 500\" class=\"slp-icon slp-icon slp-icon--size-sm slp-icon--color-color-text-300 social__links--icon\" style=\"\" role=\"img\" aria-hidden=\"true\" data-icon-name=\"\" data-v-c3411281=\"\" data-v-56595311=\"\"><path fill=\"currentColor\" d=\"M100.28 448H7.4V148.9h92.88zM53.79 108.1C24.09 108.1 0 83.5 0 53.8a53.79 53.79 0 01107.58 0c0 29.7-24.1 54.3-..."
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/",
"text": "View page source",
"html": "<a target=\"_blank\" class=\"footer-source__button\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/\" data-ga-name=\"page source\" data-ga-location=\"footer\" data-v-2b76ce90>View page source</a>"
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/en-us/index.yml",
"text": "Edit this page",
"html": "<a target=\"_blank\" class=\"be-nav-footer__button\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/en-us/index.yml\" data-ga-name=\"web ide\" data-ga-location=\"footer\" data-v-2b76ce90>Edit this page</a>"
},
{
"href": "https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/",
"text": "Please contribute",
"html": "<a target=\"_blank\" href=\"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/\" data-ga-name=\"please contribute\" data-ga-location=\"footer\" data-v-2b76ce90>Please contribute</a>"
}
],
"contactLinks": [
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Newsletter\" data-nav-levelone=\"company\" data-nav-leveltwo=\"newsletter\" data-ga-name=\"newsletter\" data-ga-location=\"header\" tabindex=\"0\" href=\"/company/contact/#contact-forms\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Newsletter<!--]--></a>"
},
{
"href": "https://support.gitlab.com",
"text": "Support portal",
"html": "<a class=\"navigation-dropdown-lists__link slp-btn slp-btn-ghost navigation-dropdown-lists__link\" name=\"Support portal\" data-nav-levelone=\"company\" data-nav-leveltwo=\"support portal\" data-ga-name=\"support portal\" data-ga-location=\"header\" tabindex=\"0\" href=\"https://support.gitlab.com\" data-v-c6fd7cb9 data-v-153c9f7a><!--[--><!----> Support portal<!--]--></a>"
},
{
"href": "/sales/",
"text": "Contact sales",
"html": "<a data-ga-name=\"sales\" class=\"secondary-button slp-btn slp-btn-tertiary secondary-button\" data-ga-location=\"feature\" href=\"/sales/\" data-v-c6fd7cb9 data-v-e2df1e02><!--[-->Contact sales<svg viewBox=\"0 0 16 16\" xmlns=\"http://www.w3.org/2000/svg\" class=\"slp-icon slp-icon slp-icon--color-color-text-300 slp-ml-8\" style=\"width:16px;height:16px;\" role=\"img\" aria-hidden=\"true\" data-icon-name=\"\" data-v-c3411281=\"\" data-v-e2df1e02=\"\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M5.22 2.22a.75.75..."
},
{
"href": "/sales/",
"text": "Contact sales",
"html": "<a href=\"/sales/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"sales\" data-v-a8920611>Contact sales</a>"
},
{
"href": "https://support.gitlab.com",
"text": "Support portal",
"html": "<a href=\"https://support.gitlab.com\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"support portal\" data-v-a8920611>Support portal</a>"
},
{
"href": "/company/contact/#contact-forms",
"text": "Newsletter",
"html": "<a href=\"/company/contact/#contact-forms\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"newsletter\" data-v-a8920611>Newsletter</a>"
}
],
"privacyLinks": [
{
"href": "/terms/",
"text": "Terms of use",
"html": "<a href=\"/terms/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"terms of use\" data-v-a8920611>Terms of use</a>"
},
{
"href": "/privacy/",
"text": "Privacy statement",
"html": "<a href=\"/privacy/\" class=\"link\" data-ga-location=\"footer\" data-ga-name=\"privacy statement\" data-v-a8920611>Privacy statement</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: finally, entire, software, lifecycle, ship, faster, trust.
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
70/100
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 70/100 and needs improvement.
Evidence
{
"title": "Finally, AI for the entire software lifecycle.",
"h1": "Ship faster. With trust.",
"description": "Your intelligent orchestration platform for DevSecOps",
"topicOverlap": 0,
"topicTerms": [
"finally",
"entire",
"software",
"lifecycle",
"ship",
"faster",
"trust"
],
"descriptionTerms": [
"intelligent",
"orchestration",
"platform",
"devsecops"
],
"missingFromDescription": [
"finally",
"entire",
"software",
"lifecycle",
"ship",
"faster",
"trust"
],
"score": 70,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
33 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": 33,
"passing": 0,
"failing": [
{
"heading": "Automation",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Automation<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Security",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Security<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Measurement",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Measurement<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GitLab for",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->GitLab for<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Getting started",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Getting started<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Discover",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Discover<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Connect<!--]--><!----></h3>",
"firstParagraph": "Stay updated with our latest features and improvements.",
"paragraphHtml": "<p class=\"slp-text-body1 navigation__feature-description slp-mb-32\" data-v-64ad2128 data-v-80e7ced9><!--[-->Stay updated with our latest features and improvements.<!--]--><!----></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "What's new in GitLab",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->What's new in GitLab<!--]--><!----></h2>",
"firstParagraph": "60+ improvements across AI, Security and much more",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->60+ improvements across AI, Security and much more<!--]--><!----></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "GitLab Duo",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->GitLab Duo<!--]--><!----></h2>",
"firstParagraph": "AI-powered DevSecOps across the entire lifecycle.",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->AI-powered DevSecOps across the entire lifecycle.<!--]--><!----></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Security built in",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->Security built in<!--]--><!----></h2>",
"firstParagraph": "SAST, DAST, and compliance in every pipeline.",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->SAST, DAST, and compliance in every pipeline.<!--]--><!----></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Built for how you work",
"headingHtml": "<h2 class=\"slp-text-display1 slp-mb-24 copy__title\" data-v-64ad2128 data-v-aba86110><!--[-->Built for how you work<!--]--><!----></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the 50+ million people already using GitLab.",
"headingHtml": "<h3 class=\"slp-text-heading4 copy__subtitle slp-mb-24\" style=\"color:#74717A;\" data-v-64ad2128 data-v-aba86110><!--[--><div data-v-aba86110><p><!--[-->Join the 50+ million people already using GitLab.<!--]--></p></div><!--]--><!----></h3>",
"firstParagraph": "Join the 50+ million people already using GitLab.",
"paragraphHtml": "<p><!--[-->Join the 50+ million people already using GitLab.<!--]--></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Define how teams and AI agents work together",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Define how teams and AI agents work together<!--]--><!----></h3>",
"firstParagraph": "Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review...",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review code — your team remains in control.<!--]--><!----></p>",
"words": 50,
"direct": false,
"issue": "First paragraph is 50 words and does not look like a concise direct answer."
},
{
"heading": "Your end-to-end DevOps process in one place",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Your end-to-end DevOps process in one place<!--]--><!----></h3>",
"firstParagraph": "From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.<!--]--><!----></p>",
"words": 44,
"direct": false,
"issue": "First paragraph is 44 words and does not look like a concise direct answer."
},
{
"heading": "Be proactive with security built in, not bolted on",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Be proactive with security built in, not bolted on<!--]--><!----></h3>",
"firstParagraph": "Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.<!--]--><!----></p>",
"words": 40,
"direct": false,
"issue": "First paragraph is 40 words and does not look like a concise direct answer."
},
{
"heading": "Commit once, adjust anytime with flexible pricing",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Commit once, adjust anytime with flexible pricing<!--]--><!----></h3>",
"firstParagraph": "Organizations that need pricing flexibility can make one annual commitment and steer their spend across seat-based licenses and usage-based credits without re-procurement.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Organizations that need pricing flexibility can make one annual commitment and steer their spend across seat-based licenses and usage-based credits without re-procurement.<!--]--><!----></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Built to meet your industry’s demands",
"headingHtml": "<h2 class=\"slp-text-display1 slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Built to meet your industry’s demands<!--]--><!----></h2>",
"firstParagraph": "Every industry faces unique security, compliance, and delivery requirements. GitLab adapts to your regulatory environment while maintaining the velocity your teams need.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__description slp-mb-48 slp-mr-md-24\" data-v-64ad2128 data-v-81c07158><!--[-->Every industry faces unique security, compliance, and delivery requirements. GitLab adapts to your regulatory environment while maintaining the velocity your teams need.<!--]--><!----></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Financial Services",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Financial Services<!--]--><!----></h3>",
"firstParagraph": "Meet strict regulatory requirements without sacrificing delivery speed. Maintain audit trails, access controls, and comprehensive security testing.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Meet strict regulatory requirements without sacrificing delivery speed. Maintain audit trails, access controls, and comprehensive security testing.<!--]--><!----></p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Public Sector",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Public Sector<!--]--><!----></h3>",
"firstParagraph": "Build software that meets federal security standards. Deploy in air-gapped environments, maintain government compliance, and secure software by design.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Build software that meets federal security standards. Deploy in air-gapped environments, maintain government compliance, and secure software by design.<!--]--><!----></p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Telecommunications",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Telecommunications<!--]--><!----></h3>",
"firstParagraph": "Scale network infrastructure with confidence. Support complex deployment pipelines, strict uptime requirements, and distributed edge environments.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Scale network infrastructure with confidence. Support complex deployment pipelines, strict uptime requirements, and distributed edge environments.<!--]--><!----></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Automotive",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Automotive<!--]--><!----></h3>",
"firstParagraph": "Accelerate the automotive software lifecycle. Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Accelerate the automotive software lifecycle. Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams.<!--]--><!----></p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Education",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Education<!--]--><!----></h3>",
"firstParagraph": "Empower students and researchers while protecting institutional data. Choose from flexible deployment options and enable research collaboration.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Empower students and researchers while protecting institutional data. Choose from flexible deployment options and enable research collaboration.<!--]--><!----></p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Aerospace",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Aerospace<!--]--><!----></h3>",
"firstParagraph": "Accelerate development from flight-critical firmware to customer applications. Maintain safety standards, track SBOMs, and deploy in airgap environments.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Accelerate development from flight-critical firmware to customer applications. Maintain safety standards, track SBOMs, and deploy in airgap environments.<!--]--><!----></p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "One platform for teams of every size",
"headingHtml": "<h2 class=\"slp-text-display1 homepage-carousel__title\" data-v-64ad2128 data-v-ad1f4d97><!--[-->One platform for teams of every size<!--]--><!----></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Start building faster today",
"headingHtml": "<h2 class=\"slp-text-display1 next-steps__header\" data-v-64ad2128 data-v-e2df1e02><!--[--><div data-v-e2df1e02><p><!--[-->Start building faster today<!--]--></p></div><!--]--><!----></h2>",
"firstParagraph": "Start building faster today",
"paragraphHtml": "<p><!--[-->Start building faster today<!--]--></p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Footer links",
"headingHtml": "<h2 class=\"sr-only\" data-v-a8920611>Footer links</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Pricing<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Contact Us",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Contact Us<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Product<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Topics",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Topics<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Solutions<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Resources<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Company<!--]--><!----></h3>",
"firstParagraph": "Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",
"paragraphHtml": "<p class=\"slp-text-body1\" data-v-64ad2128 data-v-2b76ce90><!--[-->Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license<!--]--><!----></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
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
3 explanatory paragraph(s) could be stronger for citation or AI extraction.
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": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 9,
"heading": "H3: Define how teams and AI agents work together",
"text": "Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review code — your team remains in control.",
"words": 50,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (50 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review code — your team remains in control.<!--]--><!----></p>"
},
{
"index": 10,
"heading": "H3: Your end-to-end DevOps process in one place",
"text": "From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.",
"words": 44,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (44 words; target 80-220)."
],
"html": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.<!--]--><!----></p>"
},
{
"index": 11,
"heading": "H3: Be proactive with security built in, not bolted on",
"text": "Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.",
"words": 40,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (40 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.<!--]--><!----></p>"
}
],
"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
33 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": 8,
"questionH2s": [
{
"index": 1,
"text": "What's new in GitLab",
"isQuestion": true,
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->What's new in GitLab<!--]--><!----></h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 80/100 and needs improvement.
2 Warning
Needs attention
AIO: Visible structured data match
01
Issue
6 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
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 80/100 and needs improvement.
Evidence
{
"schemaCount": 2,
"checkedFields": [
{
"path": "$[0].@graph[0].description",
"value": "GitLab is the most comprehensive AI-powered DevSecOps platform for software innovation. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation."
},
{
"path": "$[0].@graph[0].name",
"value": "GitLab"
},
{
"path": "$[0].@graph[0].founders[0].name",
"value": "Sid Sijbrandij"
},
{
"path": "$[0].@graph[0].founders[1].name",
"value": "Dmitriy Zaporozhets"
},
{
"path": "$[0].@graph[0].knowsAbout[0].name",
"value": "DevOps"
},
{
"path": "$[0].@graph[0].knowsAbout[1].name",
"value": "CI/CD"
},
{
"path": "$[0].@graph[0].knowsAbout[2].name",
"value": "DevSecOps"
},
{
"path": "$[0].@graph[0].knowsAbout[3].name",
"value": "GitOps"
},
{
"path": "$[0].@graph[0].knowsAbout[4].name",
"value": "DevOps Platform"
},
{
"path": "$[0].@graph[0].knowsAbout[5].name",
"value": "DevSecOps Platform"
},
{
"path": "$[0].@graph[0].knowsAbout[6].name",
"value": "AI Code Assistant"
},
{
"path": "$[0].@graph[0].knowsAbout[7].name",
"value": "Application Security Testing"
},
{
"path": "$[0].@graph[0].knowsAbout[8].name",
"value": "Enterprise Agile Planning"
},
{
"path": "$[0].@graph[0].knowsAbout[9].name",
"value": "Source Code Management"
},
{
"path": "$[0].@graph[0].knowsAbout[10].name",
"value": "AI-Assisted Software Development"
},
{
"path": "$[1].description",
"value": "GitLab is the most comprehensive AI-powered DevSecOps platform for software innovation. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation."
},
{
"path": "$[1].name",
"value": "GitLab"
},
{
"path": "$[1].founders[0].name",
"value": "Sid Sijbrandij"
},
{
"path": "$[1].founders[1].name",
"value": "Dmitriy Zaporozhets"
},
{
"path": "$[1].knowsAbout[0].name",
"value": "DevOps"
},
{
"path": "$[1].knowsAbout[1].name",
"value": "CI/CD"
},
{
"path": "$[1].knowsAbout[2].name",
"value": "DevSecOps"
},
{
"path": "$[1].knowsAbout[3].name",
"value": "GitOps"
},
{
"path": "$[1].knowsAbout[4].name",
"value": "DevOps Platform"
},
{
"path": "$[1].knowsAbout[5].name",
"value": "DevSecOps Platform"
},
{
"path": "$[1].knowsAbout[6].name",
"value": "AI Code Assistant"
},
{
"path": "$[1].knowsAbout[7].name",
"value": "Application Security Testing"
},
{
"path": "$[1].knowsAbout[8].name",
"value": "Enterprise Agile Planning"
},
{
"path": "$[1].knowsAbout[9].name",
"value": "Source Code Management"
},
{
"path": "$[1].knowsAbout[10].name",
"value": "AI-Assisted Software Development"
}
],
"mismatches": [
{
"path": "$[0].@graph[0].founders[0].name",
"value": "Sid Sijbrandij"
},
{
"path": "$[0].@graph[0].founders[1].name",
"value": "Dmitriy Zaporozhets"
},
{
"path": "$[0].@graph[0].knowsAbout[6].name",
"value": "AI Code Assistant"
},
{
"path": "$[1].founders[0].name",
"value": "Sid Sijbrandij"
},
{
"path": "$[1].founders[1].name",
"value": "Dmitriy Zaporozhets"
},
{
"path": "$[1].knowsAbout[6].name",
"value": "AI Code Assistant"
}
],
"score": 80,
"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": 2,
"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
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
2 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: finally, entire, software, lifecycle, ship, faster, trust.
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: Entity and definition clarity
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 75/100 and needs improvement.
Evidence
{
"title": "Finally, AI for the entire software lifecycle.",
"h1": "Ship faster. With trust.",
"description": "Your intelligent orchestration platform for DevSecOps",
"topicOverlap": 0,
"definitionCount": 2,
"topicTerms": [
"finally",
"entire",
"software",
"lifecycle",
"ship",
"faster",
"trust"
],
"descriptionTerms": [
"intelligent",
"orchestration",
"platform",
"devsecops"
],
"missingFromDescription": [
"finally",
"entire",
"software",
"lifecycle",
"ship",
"faster",
"trust"
],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
33 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.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 33,
"passing": 0,
"failing": [
{
"heading": "Automation",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Automation<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Security",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Security<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Measurement",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Measurement<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GitLab for",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->GitLab for<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Getting started",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Getting started<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Discover",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Discover<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"slp-text-body2-bold navigation-dropdown-lists__column-title\" data-v-64ad2128 data-v-153c9f7a><!--[-->Connect<!--]--><!----></h3>",
"firstParagraph": "Stay updated with our latest features and improvements.",
"paragraphHtml": "<p class=\"slp-text-body1 navigation__feature-description slp-mb-32\" data-v-64ad2128 data-v-80e7ced9><!--[-->Stay updated with our latest features and improvements.<!--]--><!----></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "What's new in GitLab",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->What's new in GitLab<!--]--><!----></h2>",
"firstParagraph": "60+ improvements across AI, Security and much more",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->60+ improvements across AI, Security and much more<!--]--><!----></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "GitLab Duo",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->GitLab Duo<!--]--><!----></h2>",
"firstParagraph": "AI-powered DevSecOps across the entire lifecycle.",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->AI-powered DevSecOps across the entire lifecycle.<!--]--><!----></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Security built in",
"headingHtml": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->Security built in<!--]--><!----></h2>",
"firstParagraph": "SAST, DAST, and compliance in every pipeline.",
"paragraphHtml": "<p class=\"slp-text-body2 homepage-hero-v2__feature-desc\" data-v-64ad2128 data-v-68719c43><!--[-->SAST, DAST, and compliance in every pipeline.<!--]--><!----></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Built for how you work",
"headingHtml": "<h2 class=\"slp-text-display1 slp-mb-24 copy__title\" data-v-64ad2128 data-v-aba86110><!--[-->Built for how you work<!--]--><!----></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the 50+ million people already using GitLab.",
"headingHtml": "<h3 class=\"slp-text-heading4 copy__subtitle slp-mb-24\" style=\"color:#74717A;\" data-v-64ad2128 data-v-aba86110><!--[--><div data-v-aba86110><p><!--[-->Join the 50+ million people already using GitLab.<!--]--></p></div><!--]--><!----></h3>",
"firstParagraph": "Join the 50+ million people already using GitLab.",
"paragraphHtml": "<p><!--[-->Join the 50+ million people already using GitLab.<!--]--></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Define how teams and AI agents work together",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Define how teams and AI agents work together<!--]--><!----></h3>",
"firstParagraph": "Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review...",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review code — your team remains in control.<!--]--><!----></p>",
"words": 50,
"direct": false,
"issue": "First paragraph is 50 words and does not look like a concise direct answer."
},
{
"heading": "Your end-to-end DevOps process in one place",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Your end-to-end DevOps process in one place<!--]--><!----></h3>",
"firstParagraph": "From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth.<!--]--><!----></p>",
"words": 44,
"direct": false,
"issue": "First paragraph is 44 words and does not look like a concise direct answer."
},
{
"heading": "Be proactive with security built in, not bolted on",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Be proactive with security built in, not bolted on<!--]--><!----></h3>",
"firstParagraph": "Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline.<!--]--><!----></p>",
"words": 40,
"direct": false,
"issue": "First paragraph is 40 words and does not look like a concise direct answer."
},
{
"heading": "Commit once, adjust anytime with flexible pricing",
"headingHtml": "<h3 class=\"slp-text-heading3-bold stacking-cards__card-title slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Commit once, adjust anytime with flexible pricing<!--]--><!----></h3>",
"firstParagraph": "Organizations that need pricing flexibility can make one annual commitment and steer their spend across seat-based licenses and usage-based credits without re-procurement.",
"paragraphHtml": "<p class=\"slp-text-body1 stacking-cards__card-description slp-mb-24\" data-v-64ad2128 data-v-20abc810><!--[-->Organizations that need pricing flexibility can make one annual commitment and steer their spend across seat-based licenses and usage-based credits without re-procurement.<!--]--><!----></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Built to meet your industry’s demands",
"headingHtml": "<h2 class=\"slp-text-display1 slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Built to meet your industry’s demands<!--]--><!----></h2>",
"firstParagraph": "Every industry faces unique security, compliance, and delivery requirements. GitLab adapts to your regulatory environment while maintaining the velocity your teams need.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__description slp-mb-48 slp-mr-md-24\" data-v-64ad2128 data-v-81c07158><!--[-->Every industry faces unique security, compliance, and delivery requirements. GitLab adapts to your regulatory environment while maintaining the velocity your teams need.<!--]--><!----></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Financial Services",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Financial Services<!--]--><!----></h3>",
"firstParagraph": "Meet strict regulatory requirements without sacrificing delivery speed. Maintain audit trails, access controls, and comprehensive security testing.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Meet strict regulatory requirements without sacrificing delivery speed. Maintain audit trails, access controls, and comprehensive security testing.<!--]--><!----></p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Public Sector",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Public Sector<!--]--><!----></h3>",
"firstParagraph": "Build software that meets federal security standards. Deploy in air-gapped environments, maintain government compliance, and secure software by design.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Build software that meets federal security standards. Deploy in air-gapped environments, maintain government compliance, and secure software by design.<!--]--><!----></p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Telecommunications",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Telecommunications<!--]--><!----></h3>",
"firstParagraph": "Scale network infrastructure with confidence. Support complex deployment pipelines, strict uptime requirements, and distributed edge environments.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Scale network infrastructure with confidence. Support complex deployment pipelines, strict uptime requirements, and distributed edge environments.<!--]--><!----></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Automotive",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Automotive<!--]--><!----></h3>",
"firstParagraph": "Accelerate the automotive software lifecycle. Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Accelerate the automotive software lifecycle. Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams.<!--]--><!----></p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Education",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Education<!--]--><!----></h3>",
"firstParagraph": "Empower students and researchers while protecting institutional data. Choose from flexible deployment options and enable research collaboration.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Empower students and researchers while protecting institutional data. Choose from flexible deployment options and enable research collaboration.<!--]--><!----></p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Aerospace",
"headingHtml": "<h3 class=\"slp-text-body1-bold\" data-v-64ad2128 data-v-81c07158><!--[-->Aerospace<!--]--><!----></h3>",
"firstParagraph": "Accelerate development from flight-critical firmware to customer applications. Maintain safety standards, track SBOMs, and deploy in airgap environments.",
"paragraphHtml": "<p class=\"slp-text-body1 homepage-industry__card-description slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Accelerate development from flight-critical firmware to customer applications. Maintain safety standards, track SBOMs, and deploy in airgap environments.<!--]--><!----></p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "One platform for teams of every size",
"headingHtml": "<h2 class=\"slp-text-display1 homepage-carousel__title\" data-v-64ad2128 data-v-ad1f4d97><!--[-->One platform for teams of every size<!--]--><!----></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Start building faster today",
"headingHtml": "<h2 class=\"slp-text-display1 next-steps__header\" data-v-64ad2128 data-v-e2df1e02><!--[--><div data-v-e2df1e02><p><!--[-->Start building faster today<!--]--></p></div><!--]--><!----></h2>",
"firstParagraph": "Start building faster today",
"paragraphHtml": "<p><!--[-->Start building faster today<!--]--></p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Footer links",
"headingHtml": "<h2 class=\"sr-only\" data-v-a8920611>Footer links</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Pricing<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Contact Us",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Contact Us<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Product<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Topics",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Topics<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Solutions<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Resources<!--]--><!----></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"slp-text-body1-bold column__heading\" data-v-64ad2128 data-v-a8920611><!--[-->Company<!--]--><!----></h3>",
"firstParagraph": "Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",
"paragraphHtml": "<p class=\"slp-text-body1\" data-v-64ad2128 data-v-2b76ce90><!--[-->Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license<!--]--><!----></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
43 image(s) are missing width/height attributes.
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
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
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"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1751317477/ywbjhp3fyrczts8jbjgx.png 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1751317477/ywbjhp3fyrczts8jbjgx.png 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1751317477/ywbjhp3fyrczts8jbjgx.png 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1755887545/atbx42tpsb1vtmodxe0p.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1755887545/atbx42tpsb1vtmodxe0p.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1755887545/atbx42tpsb1vtmodxe0p.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1755887545/atbx42tpsb1vtmodxe0p.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769454009/ukt3hrgbwc28krdcr9dl.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1769454009/ukt3hrgbwc28krdcr9dl.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1769454009/ukt3hrgbwc28krdcr9dl.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769454009/ukt3hrgbwc28krdcr9dl.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769453374/kzndao7yczpkb0s6xy4q.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1769453374/kzndao7yczpkb0s6xy4q.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1769453374/kzndao7yczpkb0s6xy4q.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769453374/kzndao7yczpkb0s6xy4q.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769450239/yq1txbagg6awzbvxysgu.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1769450239/yq1txbagg6awzbvxysgu.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1769450239/yq1txbagg6awzbvxysgu.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769450239/yq1txbagg6awzbvxysgu.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769450468/tbytyc3ipymcnwxxhvcx.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1769450468/tbytyc3ipymcnwxxhvcx.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1769450468/tbytyc3ipymcnwxxhvcx.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769450468/tbytyc3ipymcnwxxhvcx.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
},
{
"src": "https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769451189/y9yy3uinw04fallf50fv.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img data-nuxt-img sizes=\"(max-width: 768px) 200px, 400px\" srcset=\"https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_200/v1769451189/y9yy3uinw04fallf50fv.svg 200w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_400/v1769451189/y9yy3uinw04fallf50fv.svg 400w, https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_80,w_800/v1769451189/y9yy3uinw04fallf50fv.svg 800w\" onerror=\"this.setAttribute('data-error', 1)\" class=\"card-image\" al..."
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: benefits, cost, compare.
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 intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "What's new in GitLab",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->What's new in GitLab<!--]--><!----></h2>"
},
{
"text": "GitLab Duo",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->GitLab Duo<!--]--><!----></h2>"
},
{
"text": "Security built in",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->Security built in<!--]--><!----></h2>"
},
{
"text": "Built for how you work",
"html": "<h2 class=\"slp-text-display1 slp-mb-24 copy__title\" data-v-64ad2128 data-v-aba86110><!--[-->Built for how you work<!--]--><!----></h2>"
},
{
"text": "Built to meet your industry’s demands",
"html": "<h2 class=\"slp-text-display1 slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Built to meet your industry’s demands<!--]--><!----></h2>"
},
{
"text": "One platform for teams of every size",
"html": "<h2 class=\"slp-text-display1 homepage-carousel__title\" data-v-64ad2128 data-v-ad1f4d97><!--[-->One platform for teams of every size<!--]--><!----></h2>"
},
{
"text": "Start building faster today",
"html": "<h2 class=\"slp-text-display1 next-steps__header\" data-v-64ad2128 data-v-e2df1e02><!--[--><div data-v-e2df1e02><p><!--[-->Start building faster today<!--]--></p></div><!--]--><!----></h2>"
},
{
"text": "Footer links",
"html": "<h2 class=\"sr-only\" data-v-a8920611>Footer links</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Finally, AI for the entire software lifecycle. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Finally, AI for the entire software lifecycle. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Finally, AI for the entire software lifecycle. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "benefits",
"label": "Why use Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Finally, AI for the entire software lifecycle. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Finally, AI for the entire software lifecycle. compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: benefits, cost, compare.
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: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "What's new in GitLab",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->What's new in GitLab<!--]--><!----></h2>"
},
{
"text": "GitLab Duo",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->GitLab Duo<!--]--><!----></h2>"
},
{
"text": "Security built in",
"html": "<h2 class=\"slp-text-heading5-bold homepage-hero-v2__feature-title\" data-v-64ad2128 data-v-68719c43><!--[-->Security built in<!--]--><!----></h2>"
},
{
"text": "Built for how you work",
"html": "<h2 class=\"slp-text-display1 slp-mb-24 copy__title\" data-v-64ad2128 data-v-aba86110><!--[-->Built for how you work<!--]--><!----></h2>"
},
{
"text": "Built to meet your industry’s demands",
"html": "<h2 class=\"slp-text-display1 slp-mb-24\" data-v-64ad2128 data-v-81c07158><!--[-->Built to meet your industry’s demands<!--]--><!----></h2>"
},
{
"text": "One platform for teams of every size",
"html": "<h2 class=\"slp-text-display1 homepage-carousel__title\" data-v-64ad2128 data-v-ad1f4d97><!--[-->One platform for teams of every size<!--]--><!----></h2>"
},
{
"text": "Start building faster today",
"html": "<h2 class=\"slp-text-display1 next-steps__header\" data-v-64ad2128 data-v-e2df1e02><!--[--><div data-v-e2df1e02><p><!--[-->Start building faster today<!--]--></p></div><!--]--><!----></h2>"
},
{
"text": "Footer links",
"html": "<h2 class=\"sr-only\" data-v-a8920611>Footer links</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Finally, AI for the entire software lifecycle. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Finally, AI for the entire software lifecycle. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Finally, AI for the entire software lifecycle. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "benefits",
"label": "Why use Finally, AI for the entire software lifecycle.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Finally, AI for the entire software lifecycle. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Finally, AI for the entire software lifecycle. compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html",
"length": 11327,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
"compatibleContentType": false,
"contentLength": 9680,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": true,
"links": [
"/title",
"https://cdn.cookielaw.org\"><link",
"https://geolocation.onetrust.com\"><script",
"/script",
"https://cdn.cookielaw.org/scripttemplates/otSDKStub.js\"",
"/javascript",
"/script",
"https://geolocation.onetrust.com/cookieconsentpub/v1/geo/location/geofeed\"",
"/javascript",
"/script"
],
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html",
"length": 11327,
"text": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n 'wait_for_update': 500\n });\n gtag('consent', 'default', {\n 'analytics_storage': 'denied',\n 'ad_storage': 'denied',\n 'ad_user_data': 'denied',\n 'functionality_storage': 'denied',\n 'ad_personalization': 'denied',\n 'region': [\n 'AT','BE','BG','HR','CY','CZ','DK','EE','FI','FR','DE','GR','HU','IE','IT','LV','LT','LU','MT','NL','PL','PT','RO','SK','SI','ES','SE','IS','LI','NO','RU','GB','PE','CO','KR','CA-QC'\n ],\n 'wait_for_update': 500\n });\n }\n\n window.geofeed = (options) => {\n dataLayer.push({\n 'event': 'OneTrustCountryLoad',\n 'oneTrustCountryId': options.country.toString(),\n 'oneTrustStateId': options.state?.toString()\n });\n }\n</script><script id=\"oneTrustSDK\" src=\"https://cdn.cookielaw.org/scripttemplates/otSDKStub.js\" type=\"text/javascript\" data-domain-script=\"7f944245-c5cd-4eed-a90e-dd955adfdd08\"></script><script id=\"oneTrustGeolocation\" src=\"https://geolocation.onetrust.com/cookieconsentpub/v1/geo/location/geofeed\" type=\"text/javascript\"></script><script id=\"mutiny\" defer>\n (function () {\n var a = (window.mutiny = window.mutiny || {});\n if (!window.mutiny.client) {\n a.client = { _queue: {} };\n var b = ['identify', 'trackConversion'];\n var c = [].concat(b, ['defaultOptOut', 'optOut', 'optIn']);\n var d = function factory(c) {\n return function () {\n for (var d = arguments.length, e = new Array(d), f = 0; f < d; f++) {\n e[f] = arguments[f];\n }\n a.client._queue[c] = a.client._queue[c] || [];\n if (b.includes(c)) {\n return new Promise(function (b, d) {\n a.client._queue[c].push({ args: e, resolve: b, reject: d });\n });\n } else {\n a.client._queue[c].push({ args: e });\n }\n };\n };\n c.forEach(function (b) {\n a.client[b] = d(b);\n });\n }\n })();\n </script><script id=\"onetrust-initialization\">\n var _consentScriptsLoaded = {};\n function _loadScript(src, id) {\n if (_consentScriptsLoaded[id]) return;\n _consentScriptsLoaded[id] = true;\n var s = document.createElement('script');\n s.src = src;\n s.id = id;\n s.async = true;\n document.head.appendChild(s);\n }\n function _loadConsentScripts(groups) {\n if (groups.includes('C0002')) {\n _loadScript('https://cdn.bizible.com/scripts/bizible.js', 'consent-bizible');\n _loadScript('https://munchkin.marketo.net/munchkin.js', 'consent-munchkin');\n _loadScript('https://cdn.optimizely.com/js/5113954737848320.js', 'consent-optimizely');\n }\n if (groups.includes('C0004')) {\n _loadScript('https://client-registry.mutinycdn.com/personalize/client/c18972324098ea25.js', 'consent-mutiny');\n }\n }\n function"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html",
"length": 11327,
"text": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n 'wait_for_update': 500\n });\n gtag('consent', 'default', {\n 'analytics_storage': 'denied',\n 'ad_storage': 'denied',\n 'ad_user_data': 'denied',\n 'functionality_storage': 'denied',\n 'ad_personalization': 'denied',\n 'region': [\n 'AT','BE','BG','HR','CY','CZ','DK','EE','FI','FR','DE','GR','HU','IE','IT','LV','LT','LU','MT','NL','PL','PT','RO','SK','SI','ES','SE','IS','LI','NO','RU','GB','PE','CO','KR','CA-QC'\n ],\n 'wait_for_update': 500\n });\n }\n\n window.geofeed = (options) => {\n dataLayer.push({\n 'event': 'OneTrustCountryLoad',\n 'oneTrustCountryId': options.country.toString(),\n 'oneTrustStateId': options.state?.toString()\n });\n }\n</script><script id=\"oneTrustSDK\" src=\"https://cdn.cookielaw.org/scripttemplates/otSDKStub.js\" type=\"text/javascript\" data-domain-script=\"7f944245-c5cd-4eed-a90e-dd955adfdd08\"></script><script id=\"oneTrustGeolocation\" src=\"https://geolocation.onetrust.com/cookieconsentpub/v1/geo/location/geofeed\" type=\"text/javascript\"></script><script id=\"mutiny\" defer>\n (function () {\n var a = (window.mutiny = window.mutiny || {});\n if (!window.mutiny.client) {\n a.client = { _queue: {} };\n var b = ['identify', 'trackConversion'];\n var c = [].concat(b, ['defaultOptOut', 'optOut', 'optIn']);\n var d = function factory(c) {\n return function () {\n for (var d = arguments.length, e = new Array(d), f = 0; f < d; f++) {\n e[f] = arguments[f];\n }\n a.client._queue[c] = a.client._queue[c] || [];\n if (b.includes(c)) {\n return new Promise(function (b, d) {\n a.client._queue[c].push({ args: e, resolve: b, reject: d });\n });\n } else {\n a.client._queue[c].push({ args: e });\n }\n };\n };\n c.forEach(function (b) {\n a.client[b] = d(b);\n });\n }\n })();\n </script><script id=\"onetrust-initialization\">\n var _consentScriptsLoaded = {};\n function _loadScript(src, id) {\n if (_consentScriptsLoaded[id]) return;\n _consentScriptsLoaded[id] = true;\n var s = document.createElement('script');\n s.src = src;\n s.id = id;\n s.async = true;\n document.head.appendChild(s);\n }\n function _loadConsentScripts(groups) {\n if (groups.includes('C0002')) {\n _loadScript('https://cdn.bizible.com/scripts/bizible.js', 'consent-bizible');\n _loadScript('https://munchkin.marketo.net/munchkin.js', 'consent-munchkin');\n _loadScript('https://cdn.optimizely.com/js/5113954737848320.js', 'consent-optimizely');\n }\n if (groups.includes('C0004')) {\n _loadScript('https://client-registry.mutinycdn.com/personalize/client/c18972324098ea25.js', 'consent-mutiny');\n }\n }\n function"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 11,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 2,
"match": "customer portal"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth / OIDC discovery
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html",
"length": 11327
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 11,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 2,
"match": "customer portal"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth Protected Resource
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-country-code=\"in\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>GitLab The One DevOps Platform</title><link rel=\"preconnect\" href=\"https://cdn.cookielaw.org\"><link rel=\"preconnect\" href=\"https://geolocation.onetrust.com\"><script hid=\"gtagConsent\" defer>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n\n const defaultConsents = window.dataLayer.filter(item => item.length && Array.from(item).indexOf('default') >= 0);\n\n if(defaultConsents.length <= 2) {\n gtag('consent', 'default', {\n 'analytics_storage': 'granted',\n 'ad_storage': 'granted',\n 'ad_user_data': 'granted',\n 'functionality_storage': 'granted',\n 'ad_personalization': 'granted',\n "
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://about.gitlab.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://about.gitlab.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://about.gitlab.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://about.gitlab.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 11,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 2,
"match": "customer portal"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
50 Fail
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
50 Fail
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
20 Fail
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
3.0Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "3.0Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 3045.730999999912
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
20 Fail
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,022Â KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,022Â KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
10 Warning
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 10Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 10Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Check name
Loading performance
Score
65/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 79,
"displayValue": "1.5Â s",
"numericValue": 1541.0160857774838
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 20Â ms",
"numericValue": 18
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 43,
"displayValue": "4.8Â s",
"numericValue": 4839.127987979209
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 2,
"displayValue": "1,240Â ms",
"numericValue": 1242.001668378847
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 45,
"displayValue": "2.4Â s",
"numericValue": 2404.9139125795355
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 23.358390000000007
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 93,
"displayValue": "0.8Â s",
"numericValue": 841.0083734184162
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 61,
"displayValue": "210Â ms",
"numericValue": 214
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 40/100 | Level 2, Agent-Limited | View report | |
| 50/100 | Level 3, Bot-Aware | Current report |