Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 49 out of 100
- Agent Ease of Use 24 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 84 out of 100
- SEO 92 out of 100
- Performance and Accessibility 81 out of 100
What AI sees of your website
Agentic Financial Crime Platform for Fraud Prevention & AML
The top agentic risk platform used by leading banks and merchants worldwide to stop fraud in real-time, prevent AI-driven attacks, automate fraud & AML operations
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 49 | Priority fix | 11 | 12 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 68 | Needs work | 6 | 4 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 24 | Priority fix | 9 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 38 | Priority fix | 2 | 6 | 2 | View details |
| Skill Discovery | 35 | Priority fix | 3 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 84 | Mostly ready | 6 | 0 | 14 | |
| GEO Readiness | 88 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 89 | Mostly ready | 3 | 0 | 4 | |
| AEO Readiness | 76 | Mostly ready | 1 | 0 | 6 | |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 88 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | 100 | Strong | 4 | 0 | 0 | |
| Performance and Accessibility | 81 | Mostly ready | 13 | 8 | 2 | View details |
| Performance | 73 | Needs work | 11 | 7 | 2 | View details |
| Accessibility | 96 | Strong | 2 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
49 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors 'self' http://localhost:3333 https://*.sanity.studio https://*.sanity.io"
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU8"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"BreadcrumbList",
"Organization",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
{
"path": "/swagger.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU8"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU8"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU8"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: 0/2 applicable form inputs have autocomplete attributes (2 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"email\" placeholder=\"Your email address\" required class=\"placeholder:font-heading text-clamp-15/15 font-heading min-h-12 w-full flex-1 rounded-full border px-5 leading-[1.25] tracking-[-0.01em] focus:outline-none sm:min-h-[unset] sm:w-[unset] sm:border-none sm:pr-0 sm:pl-1 border-grey-600 placeholder:text-grey-300 bg-white sm:border-0 sm:bg-none\" value>",
"<input type=\"email\" placeholder=\"Your email address\" required class=\"placeholder:font-heading text-clamp-15/15 font-heading min-h-12 w-full flex-1 rounded-full border px-5 leading-[1.25] tracking-[-0.01em] focus:outline-none sm:min-h-[unset] sm:w-[unset] sm:border-none sm:pr-0 sm:pl-1 border-white/10 bg-white/10 placeholder:text-white/70 sm:border-0 sm:bg-transparent\" value>"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 39,
"links": 130,
"inaccessibleLinks": 0,
"buttons": 39,
"inaccessibleButtons": 0,
"images": 234,
"imagesWithAlt": 234,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 2
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146276
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146176
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146184
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146076
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
22 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
33/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "pass",
"evidence": {
"valid": true,
"hasHeading": true,
"wordCount": 62614,
"excerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta "
},
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146200
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146152
}
]
},
"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
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.sardine.ai",
"probes": [
{
"name": "_index._agents.www.sardine.ai",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.sardine.ai",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.sardine.ai",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "sardine.ai",
"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 UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
50/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
50/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/webmcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 2,
"formsWithTags": 0,
"totalInteractive": 171,
"interactiveWithTags": 0,
"totalCount": 173,
"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.",
"<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": 6,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<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": 2,
"formsWithTags": 0,
"totalInteractive": 171,
"interactiveWithTags": 0,
"totalCount": 173,
"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.",
"<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": 2,
"formsWithTags": 0,
"totalInteractive": 171,
"interactiveWithTags": 0,
"totalCount": 173,
"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.",
"<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
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agents.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
8 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header.
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
75/100
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": null,
"schemaDates": [
"2026-04-30",
"2020-04-01"
],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 24,
"passing": 0,
"failing": [
{
"heading": "PRODUCTS",
"headingHtml": "<h2 class=\"inline-flex items-center gap-3\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-grey-400\">PRODUCTS</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Modular building blocks for managing risk across the customer journey",
"headingHtml": "<h3 class=\"text-44px mt-4 md:mt-6\">Modular building blocks for managing risk across the customer journey</h3>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"text-18px-body text-grey-300 mt-4 md:mt-6\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "How risk teams use Sardine",
"headingHtml": "<h2 class=\"text-44px\">How risk teams use Sardine</h2>",
"firstParagraph": "Fortune 500 companies have consolidated 11 risk vendors to 1. Find out why they chose Sardine.",
"paragraphHtml": "<p class=\"text-18px-body mt-6\">Fortune 500 companies have consolidated 11 risk vendors to 1. Find out why they chose Sardine. </p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Prezzee increased approval rates while reducing card fraud",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Prezzee increased approval rates while reducing card fraud</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leading US neobank takes down large money laundering network",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Leading US neobank takes down large money laundering network</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Large Canadian bank prevents bot-driven account takeovers linked to a massive fraud ring",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Large Canadian bank prevents bot-driven account takeovers linked to a massive fraud ring</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Prezzee increased approval rates while reducing card fraud",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Prezzee increased approval rates while reducing card fraud</h3>",
"firstParagraph": "Higher approvals",
"paragraphHtml": "<p class=\"text-clamp-15/15 mt-2 leading-[1.5] font-medium\">Higher approvals</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "PLATFORM",
"headingHtml": "<h2 class=\"inline-flex items-center gap-3 mb-4 md:mb-6\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-mono-sm\">PLATFORM</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built on the most comprehensive risk data in the industry",
"headingHtml": "<h3 class=\"text-44px max-w-[762px]\">Built on the most comprehensive risk data in the industry</h3>",
"firstParagraph": "Break down silos between fraud, AML, and credit teams with one connected platform.",
"paragraphHtml": "<p style=\"--max-width:383px\" class=\"text-16px-body text-grey-300 mt-2.5 max-w-(--max-width) md:mt-3\">Break down silos between fraud, AML, and credit teams with one connected platform.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "A global leader in AI, fraud, and compliance",
"headingHtml": "<h2 class=\"text-44px max-w-129.25\">A global leader in AI, fraud, and compliance</h2>",
"firstParagraph": "enterprise customers",
"paragraphHtml": "<p class=\"text-18px-body-body text-grey-300 sm:mt-2.5\">enterprise customers</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Featured resources",
"headingHtml": "<h2 class=\"text-36px\">Featured resources</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to deploy trustworthy AI agents for financial crime",
"headingHtml": "<h3 class=\"text-32px md-large:mb-8 mb-5\">How to deploy trustworthy AI agents for financial crime</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The 3 failure modes of AI agents in financial crime (and how to avoid them)",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">The 3 failure modes of AI agents in financial crime (and how to avoid them)</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Rethinking Fraud Prevention for Agentic Commerce",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">Rethinking Fraud Prevention for Agentic Commerce</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 Fraud and AML Report",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">2026 Fraud and AML Report</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See how one risk platform replaces dozens of tools",
"headingHtml": "<h2 style=\"--max-width:732px\" class=\"text-64px md:max-w-[var(--max-width)]\">See how one risk platform replaces dozens of tools</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ONBOARDING",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">ONBOARDING</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "FRAUD PREVENTION",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">FRAUD PREVENTION</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "CYBER SECURITY",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">CYBER SECURITY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AML COMPLIANCE",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">AML COMPLIANCE</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "PLATFORM",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">PLATFORM</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "RESOURCES",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">RESOURCES</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Sardine Media",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">Sardine Media</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "COMPANY",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">COMPANY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 80/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 80/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
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: Source and trust signals scored 80/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Fast Company"
],
"schemaDates": [
"2020-04-01",
"2026-04-30",
"2026-03-24"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "/sardine-con#upcoming-events",
"text": "SardineCon is where risk leaders across banking, fintech, and retail come together to talk about what’s next in financial crime.Upcoming events",
"html": "<a class=\"group relative flex flex-1 flex-col justify-between overflow-hidden rounded-lg bg-purple-100 py-6 whitespace-normal lg:max-w-[350px] xl:min-w-[350px]\" aria-label=\"Upcoming events\" href=\"/sardine-con#upcoming-events\"><div class=\"bg-diamond-pattern-light absolute inset-0 mask-b-from-0% mask-b-to-40% opacity-80\"></div><div><div class=\"relative px-6\"><svg width=\"167\" height=\"85\" viewBox=\"0 0 167 85\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"lg:w-[188px] lg:h-auto\"><g clip-pa..."
},
{
"href": "/about#top",
"text": "About",
"html": "<a aria-label=\"Navigate to About\" class=\"group relative transition-colors duration-300 xl:whitespace-nowrap\" href=\"/about#top\"><div class=\"bg-blue absolute top-[0.4em] -left-3 hidden size-1.5 scale-0 rotate-45 transition-[scale] duration-300 group-hover:scale-100 md:block\"></div><span>About</span></a>"
},
{
"href": "https://www.linkedin.com/company/sardineai/",
"text": "",
"html": "<a aria-label=\"Navigate to linkedin\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/sardineai/\"><div class=\"flex items-center justify-center rounded-full p-1 transition-[background-color,color,scale,border-color] duration-400 active:scale-95 group-hover:text-grey-100 hover:text-grey-100 bg-[#0B111E] text-white group-hover:bg-white hover:bg-white size-8\"><div class><svg width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><..."
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"hidden lg:block\" aria-label=\"Contact us\" href=\"/contact\"><div type=\"button\" class=\"font-heading text-clamp-15/15 leading-[1.05] overflow-hidden tracking-[0.01em] relative cursor-pointer ease-in-out transition-[scale,color,background-color,border-color] whitespace-nowrap text-center items-center group duration-200 justify-center select-none appearance-none group-active:scale-[0.975] active:scale-[0.975] inline-flex gap-2.5 rounded-full header-button bg-grey-100 text-white py-2.5 px-5..."
},
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"text-clamp-15/15 font-medium text-[#C698F6] transition-opacity duration-150 hover:opacity-80\" aria-label=\"Contact us\" href=\"/contact\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy",
"text": "Privacy Policy",
"html": "<a aria-label=\"Navigate to Privacy Policy\" class=\"flex items-center gap-2 opacity-100 transition-opacity duration-300 hover:opacity-60\" href=\"/privacy-policy\"><span>Privacy Policy</span></a>"
},
{
"href": "/privacy-policy#your-choices",
"text": "Your Privacy Choices",
"html": "<a aria-label=\"Navigate to Your Privacy Choices\" class=\"flex items-center gap-2 opacity-100 transition-opacity duration-300 hover:opacity-60\" href=\"/privacy-policy#your-choices\"><span>Your Privacy Choices</span><img draggable=\"false\" src=\"https://cdn.sanity.io/images/0wqw06cw/production/b1c35a20da4e1d58c73f805273ed2f22e24d4eba-30x14.svg?auto=format\" alt=\"Your privacy choices\" width=\"30\" height=\"14\" class=\"transition-opacity duration-200 w-7 shrink-0\" loading=\"lazy\"></a>"
}
],
"score": 80,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: 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.
Needs attention
AEO: Question-led structure
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
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": 6,
"questionH2s": [
{
"index": 2,
"text": "How risk teams use Sardine",
"isQuestion": true,
"html": "<h2 class=\"text-44px\">How risk teams use Sardine</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 24,
"passing": 0,
"failing": [
{
"heading": "PRODUCTS",
"headingHtml": "<h2 class=\"inline-flex items-center gap-3\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-grey-400\">PRODUCTS</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Modular building blocks for managing risk across the customer journey",
"headingHtml": "<h3 class=\"text-44px mt-4 md:mt-6\">Modular building blocks for managing risk across the customer journey</h3>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"text-18px-body text-grey-300 mt-4 md:mt-6\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "How risk teams use Sardine",
"headingHtml": "<h2 class=\"text-44px\">How risk teams use Sardine</h2>",
"firstParagraph": "Fortune 500 companies have consolidated 11 risk vendors to 1. Find out why they chose Sardine.",
"paragraphHtml": "<p class=\"text-18px-body mt-6\">Fortune 500 companies have consolidated 11 risk vendors to 1. Find out why they chose Sardine. </p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Prezzee increased approval rates while reducing card fraud",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Prezzee increased approval rates while reducing card fraud</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leading US neobank takes down large money laundering network",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Leading US neobank takes down large money laundering network</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Large Canadian bank prevents bot-driven account takeovers linked to a massive fraud ring",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Large Canadian bank prevents bot-driven account takeovers linked to a massive fraud ring</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Prezzee increased approval rates while reducing card fraud",
"headingHtml": "<h3 class=\"text-clamp-20/28 font-heading leading-[1.25] font-normal tracking-[-0.01em]\">Prezzee increased approval rates while reducing card fraud</h3>",
"firstParagraph": "Higher approvals",
"paragraphHtml": "<p class=\"text-clamp-15/15 mt-2 leading-[1.5] font-medium\">Higher approvals</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "PLATFORM",
"headingHtml": "<h2 class=\"inline-flex items-center gap-3 mb-4 md:mb-6\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-mono-sm\">PLATFORM</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built on the most comprehensive risk data in the industry",
"headingHtml": "<h3 class=\"text-44px max-w-[762px]\">Built on the most comprehensive risk data in the industry</h3>",
"firstParagraph": "Break down silos between fraud, AML, and credit teams with one connected platform.",
"paragraphHtml": "<p style=\"--max-width:383px\" class=\"text-16px-body text-grey-300 mt-2.5 max-w-(--max-width) md:mt-3\">Break down silos between fraud, AML, and credit teams with one connected platform.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "A global leader in AI, fraud, and compliance",
"headingHtml": "<h2 class=\"text-44px max-w-129.25\">A global leader in AI, fraud, and compliance</h2>",
"firstParagraph": "enterprise customers",
"paragraphHtml": "<p class=\"text-18px-body-body text-grey-300 sm:mt-2.5\">enterprise customers</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Featured resources",
"headingHtml": "<h2 class=\"text-36px\">Featured resources</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "How to deploy trustworthy AI agents for financial crime",
"headingHtml": "<h3 class=\"text-32px md-large:mb-8 mb-5\">How to deploy trustworthy AI agents for financial crime</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The 3 failure modes of AI agents in financial crime (and how to avoid them)",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">The 3 failure modes of AI agents in financial crime (and how to avoid them)</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Rethinking Fraud Prevention for Agentic Commerce",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">Rethinking Fraud Prevention for Agentic Commerce</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 Fraud and AML Report",
"headingHtml": "<h3 class=\"text-20px-heading max-w-94.25 whitespace-normal\">2026 Fraud and AML Report</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See how one risk platform replaces dozens of tools",
"headingHtml": "<h2 style=\"--max-width:732px\" class=\"text-64px md:max-w-[var(--max-width)]\">See how one risk platform replaces dozens of tools</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ONBOARDING",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">ONBOARDING</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "FRAUD PREVENTION",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">FRAUD PREVENTION</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "CYBER SECURITY",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">CYBER SECURITY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AML COMPLIANCE",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">AML COMPLIANCE</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "PLATFORM",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">PLATFORM</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "RESOURCES",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">RESOURCES</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Sardine Media",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">Sardine Media</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "COMPANY",
"headingHtml": "<h3 class=\"text-mono-xs uppercase opacity-50\">COMPANY</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 87/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 87/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: financial, crime, prevention, fighting.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
87/100
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 87/100 and needs improvement.
Evidence
{
"title": "Agentic Financial Crime Platform for Fraud Prevention & AML",
"h1": "The agentic risk platform for fighting financial crime",
"description": "The top agentic risk platform used by leading banks and merchants worldwide to stop fraud in real-time, prevent AI-driven attacks, automate fraud & AML operations",
"topicOverlap": 0.5555555555555556,
"topicTerms": [
"agentic",
"financial",
"crime",
"platform",
"fraud",
"prevention",
"aml",
"risk",
"fighting"
],
"descriptionTerms": [
"top",
"agentic",
"risk",
"platform",
"used",
"leading",
"banks",
"merchants",
"worldwide",
"stop",
"fraud",
"real",
"time",
"prevent",
"driven",
"attacks",
"automate",
"aml",
"operations"
],
"missingFromDescription": [
"financial",
"crime",
"prevention",
"fighting"
],
"score": 87,
"weight": 28
}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.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
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": 1,
"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: Answer evidence and trust
AEO: Answer evidence and trust scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 80/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
80/100
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 evidence and trust scored 80/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Fast Company"
],
"schemaDates": [
"2020-04-01",
"2026-04-30",
"2026-03-24"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "/sardine-con#upcoming-events",
"text": "SardineCon is where risk leaders across banking, fintech, and retail come together to talk about what’s next in financial crime.Upcoming events",
"html": "<a class=\"group relative flex flex-1 flex-col justify-between overflow-hidden rounded-lg bg-purple-100 py-6 whitespace-normal lg:max-w-[350px] xl:min-w-[350px]\" aria-label=\"Upcoming events\" href=\"/sardine-con#upcoming-events\"><div class=\"bg-diamond-pattern-light absolute inset-0 mask-b-from-0% mask-b-to-40% opacity-80\"></div><div><div class=\"relative px-6\"><svg width=\"167\" height=\"85\" viewBox=\"0 0 167 85\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"lg:w-[188px] lg:h-auto\"><g clip-pa..."
},
{
"href": "/about#top",
"text": "About",
"html": "<a aria-label=\"Navigate to About\" class=\"group relative transition-colors duration-300 xl:whitespace-nowrap\" href=\"/about#top\"><div class=\"bg-blue absolute top-[0.4em] -left-3 hidden size-1.5 scale-0 rotate-45 transition-[scale] duration-300 group-hover:scale-100 md:block\"></div><span>About</span></a>"
},
{
"href": "https://www.linkedin.com/company/sardineai/",
"text": "",
"html": "<a aria-label=\"Navigate to linkedin\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/sardineai/\"><div class=\"flex items-center justify-center rounded-full p-1 transition-[background-color,color,scale,border-color] duration-400 active:scale-95 group-hover:text-grey-100 hover:text-grey-100 bg-[#0B111E] text-white group-hover:bg-white hover:bg-white size-8\"><div class><svg width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><..."
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"hidden lg:block\" aria-label=\"Contact us\" href=\"/contact\"><div type=\"button\" class=\"font-heading text-clamp-15/15 leading-[1.05] overflow-hidden tracking-[0.01em] relative cursor-pointer ease-in-out transition-[scale,color,background-color,border-color] whitespace-nowrap text-center items-center group duration-200 justify-center select-none appearance-none group-active:scale-[0.975] active:scale-[0.975] inline-flex gap-2.5 rounded-full header-button bg-grey-100 text-white py-2.5 px-5..."
},
{
"href": "/contact",
"text": "Contact us",
"html": "<a class=\"text-clamp-15/15 font-medium text-[#C698F6] transition-opacity duration-150 hover:opacity-80\" aria-label=\"Contact us\" href=\"/contact\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy",
"text": "Privacy Policy",
"html": "<a aria-label=\"Navigate to Privacy Policy\" class=\"flex items-center gap-2 opacity-100 transition-opacity duration-300 hover:opacity-60\" href=\"/privacy-policy\"><span>Privacy Policy</span></a>"
},
{
"href": "/privacy-policy#your-choices",
"text": "Your Privacy Choices",
"html": "<a aria-label=\"Navigate to Your Privacy Choices\" class=\"flex items-center gap-2 opacity-100 transition-opacity duration-300 hover:opacity-60\" href=\"/privacy-policy#your-choices\"><span>Your Privacy Choices</span><img draggable=\"false\" src=\"https://cdn.sanity.io/images/0wqw06cw/production/b1c35a20da4e1d58c73f805273ed2f22e24d4eba-30x14.svg?auto=format\" alt=\"Your privacy choices\" width=\"30\" height=\"14\" class=\"transition-opacity duration-200 w-7 shrink-0\" loading=\"lazy\"></a>"
}
],
"score": 80,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 88/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 88/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
5 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
88/100
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 88/100 and needs improvement.
Evidence
{
"schemaCount": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "The agentic risk platform for f i g h t i n g f i n a n c i a l c r i m e"
},
{
"path": "$[0].@graph[0].headline",
"value": "The agentic risk platform for f i g h t i n g f i n a n c i a l c r i m e"
},
{
"path": "$[0].@graph[0].description",
"value": "The top agentic risk platform used by leading banks and merchants worldwide to stop fraud in real-time, prevent AI-driven attacks, automate fraud and AML operations."
},
{
"path": "$[0].@graph[0].about[0].name",
"value": "Fraud"
},
{
"path": "$[0].@graph[0].about[1].name",
"value": "Anti-money laundering"
},
{
"path": "$[0].@graph[0].about[2].name",
"value": "Know Your Customer"
},
{
"path": "$[0].@graph[0].about[3].name",
"value": "Know Your Business"
},
{
"path": "$[0].@graph[0].about[4].name",
"value": "Financial technology"
},
{
"path": "$[0].@graph[0].about[5].name",
"value": "Agentic AI"
},
{
"path": "$[0].@graph[0].about[5].description",
"value": "AI systems that take autonomous action to investigate, decide, and resolve."
},
{
"path": "$[0].@graph[0].breadcrumb.itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[0].significantLink[0].name",
"value": "AI Agents for Fraud"
},
{
"path": "$[0].@graph[0].significantLink[1].name",
"value": "Agentic AI for AML"
},
{
"path": "$[0].@graph[0].significantLink[2].name",
"value": "KYC Onboarding"
},
{
"path": "$[0].@graph[0].significantLink[3].name",
"value": "Bank Payment Fraud"
},
{
"path": "$[0].@graph[0].significantLink[4].name",
"value": "Card Issuing Fraud"
},
{
"path": "$[0].@graph[0].significantLink[5].name",
"value": "Transaction Monitoring"
},
{
"path": "$[0].@graph[0].significantLink[6].name",
"value": "Payment Fraud Prevention"
},
{
"path": "$[0].@graph[0].significantLink[7].name",
"value": "Sanctions Screening"
},
{
"path": "$[0].@graph[0].significantLink[8].name",
"value": "Device & Behavior"
},
{
"path": "$[0].@graph[0].significantLink[9].name",
"value": "Customers"
},
{
"path": "$[0].@graph[0].significantLink[10].name",
"value": "Blog"
},
{
"path": "$[0].@graph[0].significantLink[11].name",
"value": "Whitepapers"
},
{
"path": "$[0].@graph[0].mentions[0].name",
"value": "Identity verification"
},
{
"path": "$[0].@graph[0].mentions[1].name",
"value": "Behavioral biometrics"
},
{
"path": "$[0].@graph[0].mentions[2].name",
"value": "Device fingerprint"
},
{
"path": "$[0].@graph[0].mentions[3].name",
"value": "Account takeover"
},
{
"path": "$[0].@graph[0].mentions[4].name",
"value": "Sanctions screening"
},
{
"path": "$[0].@graph[0].mentions[5].name",
"value": "Machine learning"
},
{
"path": "$[0].@graph[0].mentions[6].name",
"value": "Money laundering"
},
{
"path": "$[0].@graph[0].subjectOf[0].name",
"value": "Fast Company World's Most Innovative Companies 2026, Applied AI #10"
},
{
"path": "$[0].@graph[0].subjectOf[0].publisher.name",
"value": "Fast Company"
},
{
"path": "$[0].@graph[0].potentialAction[1].name",
"value": "Request a Sardine demo"
},
{
"path": "$[0].@graph[0].mainContentOfPage[0].name",
"value": "The global AI risk management platform"
},
{
"path": "$[0].@graph[0].mainContentOfPage[0].description",
"value": "Sardine unifies fraud prevention, AML compliance, and real-time transaction monitoring with AI agents built in. Trusted by leading banks, fintechs, and merchants."
},
{
"path": "$[0].@graph[0].mainContentOfPage[1].name",
"value": "Sardine Network scale"
},
{
"path": "$[0].@graph[0].mainContentOfPage[1].description",
"value": "1,020+ enterprise customers, 5.9 trillion devices profiled, $3.7 trillion in payments screened, and a Fast Company Most Innovative Companies #10 in Applied AI for 2026."
},
{
"path": "$[0].@graph[0].mainContentOfPage[2].name",
"value": "Six AI agents for risk operations"
},
{
"path": "$[0].@graph[0].mainContentOfPage[2].description",
"value": "Anomaly Detection, Data Analyst, Graph Analyst, OSINT Search, Rule Assistant, and Dispute Filing agents work together to triage alerts, investigate, and resolve cases at machine speed."
},
{
"path": "$[0].@graph[1].itemListElement[0].name",
"value": "Home"
}
],
"mismatches": [
{
"path": "$[0].@graph[0].about[2].name",
"value": "Know Your Customer"
},
{
"path": "$[0].@graph[0].about[3].name",
"value": "Know Your Business"
},
{
"path": "$[0].@graph[0].about[4].name",
"value": "Financial technology"
},
{
"path": "$[0].@graph[0].about[5].description",
"value": "AI systems that take autonomous action to investigate, decide, and resolve."
},
{
"path": "$[0].@graph[0].mentions[2].name",
"value": "Device fingerprint"
}
],
"score": 88,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "PRODUCTS",
"html": "<h2 class=\"inline-flex items-center gap-3\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-grey-400\">PRODUCTS</span></h2>"
},
{
"text": "How risk teams use Sardine",
"html": "<h2 class=\"text-44px\">How risk teams use Sardine</h2>"
},
{
"text": "PLATFORM",
"html": "<h2 class=\"inline-flex items-center gap-3 mb-4 md:mb-6\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-mono-sm\">PLATFORM</span></h2>"
},
{
"text": "A global leader in AI, fraud, and compliance",
"html": "<h2 class=\"text-44px max-w-129.25\">A global leader in AI, fraud, and compliance</h2>"
},
{
"text": "Featured resources",
"html": "<h2 class=\"text-36px\">Featured resources</h2>"
},
{
"text": "See how one risk platform replaces dozens of tools",
"html": "<h2 style=\"--max-width:732px\" class=\"text-64px md:max-w-[var(--max-width)]\">See how one risk platform replaces dozens of tools</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agentic Financial Crime Platform for Fraud Pr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agentic Financial Crime Platform for Fraud Pr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 89/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 89/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: financial, crime, prevention, fighting.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
89/100
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 89/100 and needs improvement.
Evidence
{
"title": "Agentic Financial Crime Platform for Fraud Prevention & AML",
"h1": "The agentic risk platform for fighting financial crime",
"description": "The top agentic risk platform used by leading banks and merchants worldwide to stop fraud in real-time, prevent AI-driven attacks, automate fraud & AML operations",
"topicOverlap": 0.5555555555555556,
"definitionCount": 1,
"topicTerms": [
"agentic",
"financial",
"crime",
"platform",
"fraud",
"prevention",
"aml",
"risk",
"fighting"
],
"descriptionTerms": [
"top",
"agentic",
"risk",
"platform",
"used",
"leading",
"banks",
"merchants",
"worldwide",
"stop",
"fraud",
"real",
"time",
"prevent",
"driven",
"attacks",
"automate",
"aml",
"operations"
],
"missingFromDescription": [
"financial",
"crime",
"prevention",
"fighting"
],
"score": 89,
"weight": 18
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146072
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146044
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 149183
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "PRODUCTS",
"html": "<h2 class=\"inline-flex items-center gap-3\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-grey-400\">PRODUCTS</span></h2>"
},
{
"text": "How risk teams use Sardine",
"html": "<h2 class=\"text-44px\">How risk teams use Sardine</h2>"
},
{
"text": "PLATFORM",
"html": "<h2 class=\"inline-flex items-center gap-3 mb-4 md:mb-6\"><span class=\"-mt-[0.1em] size-2 rotate-45 rounded-[1px] bg-grey-100\"></span><span class=\"text-mono-sm text-mono-sm\">PLATFORM</span></h2>"
},
{
"text": "A global leader in AI, fraud, and compliance",
"html": "<h2 class=\"text-44px max-w-129.25\">A global leader in AI, fraud, and compliance</h2>"
},
{
"text": "Featured resources",
"html": "<h2 class=\"text-36px\">Featured resources</h2>"
},
{
"text": "See how one risk platform replaces dozens of tools",
"html": "<h2 style=\"--max-width:732px\" class=\"text-64px md:max-w-[var(--max-width)]\">See how one risk platform replaces dozens of tools</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agentic Financial Crime Platform for Fraud Pr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Agentic Financial Crime Platform for Fraud Pr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Agentic Financial Crime Platform for Fraud Pr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Agentic Financial Crime Platform for Fraud Pr... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": true,
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"length": 783385,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"compatibleContentType": false,
"contentLength": 778017,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": false,
"links": [
"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2",
"/woff2",
"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2",
"/woff2",
"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2",
"/woff2",
"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2",
"/woff2",
"/_next/static/media/FKGroteskNeue_Regular-s.p.b808e9d1.woff2",
"/woff2"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\" class=\"inter_2fe1ab3d-module__-T-KAq__variable fkgroteskmono_3b30269a-module__Rn0AkG__variable fkgroteskneue_a60e5b6d-module__IRoqNa__variable text-grey-100 bg-white\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskMono_Medium-s.p.f0b59453.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Bold-s.p.ebfdae98.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/FKGroteskNeue_Medium-s.p.2815b097.woff2\" "
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146204,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/turbopack-763e9c48b029b085.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><title>404 – Page not found</title><meta name=\"description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:title\" content=\"404 – Page not found\"/><meta property=\"og:description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:image\" content=\"https://cdn.sanity.io/images/0wqw06cw/production/d1962ee3dc783b1e07f56512de5036c94c0df555-2400x1260.png?rect=0,3,2400,1254&w=1200&h=627&fit=crop&auto=format\"/><meta property=\"og:image:alt\" content=\"OG Image\"/><meta property=\"og:image:width\" content=\"1200\"/><meta property=\"og:image:height\" content=\"627\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:title\" content=\"404 – Page not found\"/><meta name=\"twitter:description\" content=\"The page you are looking for does not exist.\"/><meta name=\"twitter:image\" content=\"https://cdn.sanity.io/images/0wqw06cw/production/d1962ee3dc783b1e07f56512de5036c94c0df555-2400x1260.png?rect=0,3,2400,1254&w=1200&h=627&fit=crop&auto=format\"/><meta name=\"twitter:image:alt\" content=\"OG Image\"/><meta name=\"twitter:image:width\" content=\"1200\"/><meta name=\"twitter:image:height\" content=\"627\"/><link rel=\"apple-touch-icon\" href=\"/favicon-180x180.png\" sizes=\"180x180\"/><link rel=\"icon\" href=\"/favicon-48x48.svg\" type=\"image/svg+xml\" sizes=\"48x48\"/><link rel=\"icon\" href=\"/favicon-32x32.svg\" type=\"image/svg+xml\" sizes=\"32x32\"/><link rel=\"icon\" href=\"/favicon-16x16.svg\" type=\"image/svg+XML\" sizes=\"16x16\"/><link rel=\"mask-icon\" href=\"/favicon-32x32.svg\"/><script src=\"/_next/static/chunks/a6dad97d9634a72d.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[339756,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n3:I[837457,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n8:I[168027,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n:HL[\\\"/_next/static/chunks/326a13945db1d68e.css?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/chunks/1c536d0faf71a751.css?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\\\",\\\"font\\\",{\\\"crossO"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146220,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/turbopack-763e9c48b029b085.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><title>404 – Page not found</title><meta name=\"description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:title\" content=\"404 – Page not found\"/><meta property=\"og:description\" content=\"The page you are looking for does not exist.\"/><meta property=\"og:image\" content=\"https://cdn.sanity.io/images/0wqw06cw/production/d1962ee3dc783b1e07f56512de5036c94c0df555-2400x1260.png?rect=0,3,2400,1254&w=1200&h=627&fit=crop&auto=format\"/><meta property=\"og:image:alt\" content=\"OG Image\"/><meta property=\"og:image:width\" content=\"1200\"/><meta property=\"og:image:height\" content=\"627\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:title\" content=\"404 – Page not found\"/><meta name=\"twitter:description\" content=\"The page you are looking for does not exist.\"/><meta name=\"twitter:image\" content=\"https://cdn.sanity.io/images/0wqw06cw/production/d1962ee3dc783b1e07f56512de5036c94c0df555-2400x1260.png?rect=0,3,2400,1254&w=1200&h=627&fit=crop&auto=format\"/><meta name=\"twitter:image:alt\" content=\"OG Image\"/><meta name=\"twitter:image:width\" content=\"1200\"/><meta name=\"twitter:image:height\" content=\"627\"/><link rel=\"apple-touch-icon\" href=\"/favicon-180x180.png\" sizes=\"180x180\"/><link rel=\"icon\" href=\"/favicon-48x48.svg\" type=\"image/svg+xml\" sizes=\"48x48\"/><link rel=\"icon\" href=\"/favicon-32x32.svg\" type=\"image/svg+xml\" sizes=\"32x32\"/><link rel=\"icon\" href=\"/favicon-16x16.svg\" type=\"image/svg+XML\" sizes=\"16x16\"/><link rel=\"mask-icon\" href=\"/favicon-32x32.svg\"/><script src=\"/_next/static/chunks/a6dad97d9634a72d.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[339756,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n3:I[837457,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n8:I[168027,[\\\"/_next/static/chunks/d96012bcfc98706a.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"/_next/static/chunks/8182cba999306f4b.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\"],\\\"default\\\"]\\n:HL[\\\"/_next/static/chunks/326a13945db1d68e.css?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/chunks/1c536d0faf71a751.css?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2\\\",\\\"font\\\",{\\\"crossO"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146172
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146220
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/397e2b15020009fa.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\"/><script src=\"/_next/static/chunks/170257153fd8c23e.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/4209f972f01cd431.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/34c1452ad21ac3ad.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/60cf8f01db641bd9.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU89Xep65D\" async=\"\"></script><script src=\"/_next/static/chunks/69af614134295f11.js?dpl=dpl_AEQdkSigUcLEYcy6TSoU8"
},
"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://www.sardine.ai"
},
"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://www.sardine.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.sardine.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.sardine.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
Check name
Elements with visible text labels do not have matching accessible names.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch)."
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 link found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "1 link found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
11 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
1.5Â 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": "1.5Â 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": 1520.6319999999987
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 803Â KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 803Â KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 380
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 160Â ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 160Â ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
Check name
Touch targets do not have sufficient size or spacing.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).
References
https://web.dev/learn/performance/Evidence
{
"description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 6,852Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 6,852Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 7016394
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 22Â KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 22Â KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
2 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
78/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 46,
"displayValue": "2.5Â s",
"numericValue": 2531.481115595089
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 15.548804999999998
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 71,
"displayValue": "240Â ms",
"numericValue": 241
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 85,
"displayValue": "140Â ms",
"numericValue": 144.99999999999955
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4Â s",
"numericValue": 361.00185395666335
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 65,
"displayValue": "3.7Â s",
"numericValue": 3721.2603953998632
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 40Â ms",
"numericValue": 44
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 56,
"displayValue": "2.1Â s",
"numericValue": 2130.341708917292
}
]
}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 |
|---|---|---|---|
| 67/100 | Level 3, Bot-Aware | Current report |