Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 45 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 40 out of 100
- GEO, AIO and AEO 79 out of 100
- SEO 92 out of 100
- Performance and Accessibility 68 out of 100
What AI sees of your website
AI-Powered Identity & Fraud Prevention Platform | Alloy
The global AI-powered identity and fraud prevention platform for financial institutions and fintechs. Accelerate onboarding, stop fraud, and scale…
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 45 | Priority fix | 8 | 15 | 1 | View details |
| Discoverability | 57 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 67 | Needs work | 4 | 6 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 79 | Mostly ready | 5 | 0 | 15 | |
| GEO Readiness | 88 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 75 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 72 | Needs work | 1 | 0 | 6 | |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 40 | Priority fix | 6 | 3 | 0 | View details |
| Security & Trust | 40 | Priority fix | 2 | 3 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 68 | Needs work | 16 | 7 | 2 | View details |
| Performance | 65 | Needs work | 8 | 3 | 2 | View details |
| Accessibility | 74 | Needs work | 8 | 4 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
50 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
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": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
}
]
},
"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
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 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": null
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"BreadcrumbList",
"Organization",
"WebPage"
]
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
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"
]
}Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
Needs attention
HSTS header
Issue
HSTS header is missing or incomplete.
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.
Check name
HSTS header
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat visits with Strict-Transport-Security.
Result
HSTS header is missing or incomplete.
Evidence
{
"header": "strict-transport-security",
"value": "max-age=2592000"
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://www.alloy.com/",
"rel": "'canonical'"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 43237,
"excerpt": "<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"font-sans text-black-soft antialiased scroll-smooth scroll-pt-header-space\"\n x-init>\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n\t<meta",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 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": 203447
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203444
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI 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": 203435
}
]
},
"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 UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203444
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203451
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203435
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203434
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203447
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
17 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
Needs attention
llms.txt
Issue
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name); content too short (59/80 chars minimum).
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
50/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Validate resource body".
Validation steps
Validate resource body
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name); content too short (59/80 chars minimum).
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/llms.txt",
"statusCode": 200,
"contentType": "text/plain; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name); content too short (59/80 chars minimum).",
"compatibleContentType": true,
"hasTitle": false,
"contentLength": 59,
"linkCount": 1,
"links": [
"https://www.alloy.com/llms-full.txt"
],
"rawExcerpt": "Full company knowledge:\nhttps://www.alloy.com/llms-full.txt"
},
"issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name); content too short (59/80 chars minimum).",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 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; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
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": [
"2026-06-03T12:28:40-04:00",
"2026-05-21T05:45:00-04:00"
],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
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.alloy.com",
"probes": [
{
"name": "_index._agents.www.alloy.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.alloy.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.alloy.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "alloy.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
6 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
50/100
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 50/100 and needs improvement.
Evidence
{
"schemaCount": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].description",
"value": "The global AI-powered identity and fraud prevention platform for financial institutions and fintechs. Accelerate onboarding, stop fraud, and scale compliance."
},
{
"path": "$[0].@graph[0].headline",
"value": "AI-Powered Identity & Fraud Prevention Platform"
},
{
"path": "$[0].@graph[0].name",
"value": "Alloy"
},
{
"path": "$[0].@graph[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[1].description",
"value": "The global AI-powered identity and fraud prevention platform for financial institutions and fintechs. Accelerate onboarding, stop fraud, and scale compliance."
},
{
"path": "$[1].headline",
"value": "AI-Powered Identity & Fraud Prevention Platform"
},
{
"path": "$[1].name",
"value": "Alloy"
},
{
"path": "$[4].description",
"value": "Breadcrumbs list"
},
{
"path": "$[4].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[4].name",
"value": "Breadcrumbs"
}
],
"mismatches": [
{
"path": "$[0].@graph[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[4].description",
"value": "Breadcrumbs list"
},
{
"path": "$[4].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[4].name",
"value": "Breadcrumbs"
}
],
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher.
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
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-03T12:28:40-04:00",
"2026-05-21T05:45:00-04:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.alloy.com/about",
"text": "About us Our story and mission",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M6 3H18L22 9L12 22L2 9L6 3Z\" stroke=\"#191919\" stroke-width=\"1.5\" s..."
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers Join our team",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/jobs\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"26\" height=\"25\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 26 25\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M17.75 22.75V3.19444C17.75 2.54614 17.4866 1.92438 17.0178 1...."
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press Press releases and news",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/press\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <g clip-path=\"url(#nxpqylyrjg-clip0_4360_2210)\"> <path fill-rule=\"eve..."
},
{
"href": "https://www.alloy.com/about",
"text": "About us Our story and mission",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M6 3H18L22 9L12 22L2 9L6 3Z\" stroke=\"#191919\" stroke-width=\"1.5\" s..."
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers Join our team",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/jobs\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"26\" height=\"25\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 26 25\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M17.75 22.75V3.19444C17.75 2.54614 17.4866 1.92438 17.0178 1...."
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press Press releases and news",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/press\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <g clip-path=\"url(#myjosfvwqu-clip0_4360_2210)\"> <path fill-rule=\"eve..."
},
{
"href": "https://www.alloy.com/about",
"text": "About us",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about\">About us</a>"
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about/jobs\">Careers</a>"
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about/press\">Press</a>"
},
{
"href": "https://www.alloy.com/ai-info",
"text": "Hi AI assistants, learn about Alloy!",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/ai-info\">Hi AI assistants, learn about Alloy!</a>"
},
{
"href": "https://www.linkedin.com/company/alloy-apis/",
"text": "Find us on LinkedIn",
"html": "<a class=\"t-link-dark text-grey-warm\" href=\"https://www.linkedin.com/company/alloy-apis/\" target=\"_blank\"> <span class=\"sr-only\">Find us on LinkedIn</span> <svg class=\"text-current h-6 w-6\" width=\"27\" height=\"27\" viewBox=\"0 0 27 27\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M12.1428 0.0557428C19.4604 -0.609734 25.9409 4.75976 26.6432 12.0705C27.3455 19.3814 22.0057 25.8854 14.695 26.6238C7.33259 27.3674 0.769374 21.9842 0.062077 14.6217C-0.64522 7.25916 4.77332 0.726002 12.1428..."
}
],
"contactLinks": [
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a Demo",
"html": "<a class=\"button button--filled !hidden nav:!flex\" href=\"https://www.alloy.com/contact\"> <span>Schedule a Demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/actionable-ai",
"text": "Actionable AI suite Predictive and agentic AI to help your team spend time on what matters most.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/actionable-ai\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"25\" height=\"27\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 25 27\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M13.875 0.00492397C10.9375 -0.082576 8.1625 0.998674 6.062..."
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center Get help and find answers to your questions.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://help.alloy.com/hc/en-us\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"23\" height=\"22\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 23 22\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M0.671875 12.9722H4.17187C4.79071 12.9722 5.38421 13.2063 5.82..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch Connect with our team to discuss your needs.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/contact\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"19\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 19\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M20.225 0H3.57285C2.6256 0.00110539 1.71746 0.377895 1.04766 1.0..."
},
{
"href": "https://www.alloy.com/actionable-ai",
"text": "Actionable AI suite Predictive and agentic AI to help your team spend time on what matters most.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/actionable-ai\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"25\" height=\"27\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 25 27\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M13.875 0.00492397C10.9375 -0.082576 8.1625 0.998674 6.062..."
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center Get help and find answers to your questions.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://help.alloy.com/hc/en-us\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"23\" height=\"22\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 23 22\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M0.671875 12.9722H4.17187C4.79071 12.9722 5.38421 13.2063 5.82..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch Connect with our team to discuss your needs.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/contact\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"19\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 19\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M20.225 0H3.57285C2.6256 0.00110539 1.71746 0.377895 1.04766 1.0..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a Demo",
"html": "<a class=\"button button--filled w-full\" href=\"https://www.alloy.com/contact\"> <span>Schedule a Demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a demo",
"html": "<a class=\"button button--filled\" href=\"https://www.alloy.com/contact\"> <span>Schedule a demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/blog/5-ways-ai-fraud-detection-helps-financial-orgs",
"text": "Read more",
"html": "<a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/5-ways-ai-fraud-detection-helps-financial-orgs\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a>"
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center",
"html": "<a class=\"t-link-dark\" href=\"https://help.alloy.com/hc/en-us\" target=\"_blank\" rel=\"noopener\">Help Center</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/contact\">Get in touch</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Contact Us",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/contact\">Contact Us</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a demo",
"html": "<a class=\"button button--lg\" href=\"https://www.alloy.com/contact\"> <span>Schedule a demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
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],
"privacyLinks": [
{
"href": "https://www.alloy.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/privacy-policy\">Privacy Policy</a>"
},
{
"href": "https://www.alloy.com/tos",
"text": "Terms of Service",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/tos\">Terms of Service</a>"
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],
"score": 60,
"weight": 20
}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
61 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": 63,
"passing": 2,
"failing": [
{
"heading": "90%",
"headingHtml": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: '%', duration: 750, }\"></span> <span class=\"sr-only\">90%</span> </h2>",
"firstParagraph": "Account openings automated",
"paragraphHtml": "<p class=\"t-text-xl mt-2 leading-tight\">Account openings automated</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "35%",
"headingHtml": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 35, suffix: '%', duration: 1000, }\"></span> <span class=\"sr-only\">35%</span> </h2>",
"firstParagraph": "Decrease in fraud losses",
"paragraphHtml": "<p class=\"t-text-xl mt-2 leading-tight\">Decrease in fraud losses</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "5x",
"headingHtml": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 5, suffix: 'x', duration: 1250, }\"></span> <span class=\"sr-only\">5x</span> </h2>",
"firstParagraph": "Fraud savings per dollar spent",
"paragraphHtml": "<p class=\"t-text-xl mt-2 leading-tight\">Fraud savings per dollar spent</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "56%",
"headingHtml": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 56, suffix: '%', duration: 1500, }\"></span> <span class=\"sr-only\">56%</span> </h2>",
"firstParagraph": "Increase in automated approval rate",
"paragraphHtml": "<p class=\"t-text-xl mt-2 leading-tight\">Increase in automated approval rate</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Accelerate onboarding, stop fraud, and simplify compliance",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Accelerate onboarding, stop fraud, and simplify compliance </h2>",
"firstParagraph": "",
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},
{
"heading": "Fast, frictionless onboarding that minimizes risk",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Fast, frictionless onboarding that minimizes risk </h3>",
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"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Fraud detection built to outpace threats",
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"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Compliance you can count on as your portfolio grows",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Compliance you can count on as your portfolio grows </h3>",
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"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Fast, frictionless onboarding that minimizes risk",
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"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Fraud detection built to outpace threats",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Fraud detection built to outpace threats </h3>",
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"words": 3,
"direct": false,
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},
{
"heading": "Compliance you can count on as your portfolio grows",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Compliance you can count on as your portfolio grows </h3>",
"firstParagraph": "Explore Compliance",
"paragraphHtml": "<p class> <a class=\"button button--arrow-yellow\" href=\"https://www.alloy.com/compliance\"> <span>Explore Compliance</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "End-to-end risk management starts here",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> End-to-end risk management starts here </h2>",
"firstParagraph": "Alloy’s open data ecosystem, orchestration engine, and Actionable AI form a unified platform that gets smarter with every signal and every decision.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty \"> Alloy’s open data ecosystem, orchestration engine, and Actionable AI form a unified platform that gets smarter with every signal and every decision. </p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Orchestration engine",
"headingHtml": "<h3 class=\"t-h6 text-black-soft\">Orchestration engine</h3>",
"firstParagraph": "Alloy's orchestration layer sits between the data ecosystem and intelligence layer, routing inputs, sequencing vendor calls, and managing dependencies across every workflow.",
"paragraphHtml": "<p class=\"t-text-lg text-pretty\">Alloy's orchestration layer sits between the data ecosystem and intelligence layer, routing inputs, sequencing vendor calls, and managing dependencies across every workflow. </p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Access the industry’s broadest ecosystem of identity data",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Access the industry’s broadest ecosystem of identity data </h2>",
"firstParagraph": "Alloy’s vendor-neutral network gives you access to 270+ partner solutions. Swap, test, and optimize as your risk needs evolve.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty mb-sm \"> Alloy’s vendor-neutral network gives you access to 270+ partner solutions. Swap, test, and optimize as your risk needs evolve. </p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Predict, detect, and triage with our suite of Actionable AI tools",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Predict, detect, and triage with our suite of Actionable AI tools </h2>",
"firstParagraph": "Your fraud team shouldn't be the last line of defense. Our native AI continuously handles fraud detection, scoring, and case review to reduce manual work for your team.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty \"> Your fraud team shouldn't be the last line of defense. Our native AI continuously handles fraud detection, scoring, and case review to reduce manual work for your team. </p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Fraud Attack Radar",
"headingHtml": "<h3 class=\"t-text-xl\">Fraud Attack Radar</h3>",
"firstParagraph": "AI-powered intelligence alerts you to coordinated fraud attacks at the portfolio level, so you can stop large-scale attacks before they escalate and keep your onboarding funnel flowing.",
"paragraphHtml": "<p class=\"t-body opacity-65\">AI-powered intelligence alerts you to coordinated fraud attacks at the portfolio level, so you can stop large-scale attacks before they escalate and keep your onboarding funnel flowing.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Fraud Signal",
"headingHtml": "<h3 class=\"t-text-xl\">Fraud Signal</h3>",
"firstParagraph": "Our identity-centric machine learning model continuously predicts fraud risk from first touch to every subsequent interaction, so you can confidently distinguish good customers from bad actors.",
"paragraphHtml": "<p class=\"t-body opacity-65\">Our identity-centric machine learning model continuously predicts fraud risk from first touch to every subsequent interaction, so you can confidently distinguish good customers from bad actors.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "AI Assistant",
"headingHtml": "<h3 class=\"t-text-xl\">AI Assistant</h3>",
"firstParagraph": "Agentic AI analyzes case triggers and recommends next steps for infinitely scalable risk management and compliance operations.",
"paragraphHtml": "<p class=\"t-body opacity-65\">Agentic AI analyzes case triggers and recommends next steps for infinitely scalable risk management and compliance operations.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Purpose-built for teams like yours",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Purpose-built for teams like yours </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Centralize risk management withconsistent, enterprise-grade controls",
"headingHtml": "<h3 class=\"t-h5 t-two-tone text-balance\"> Centralize risk management with<br>consistent, enterprise-grade controls </h3>",
"firstParagraph": "See how banks use Alloy",
"paragraphHtml": "<p class=\"flex-none\"> <a class=\"button button--arrow-theme-flourish\" href=\"https://www.alloy.com/banks\"> <span>See how banks use Alloy</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a></p>",
"words": 5,
"direct": false,
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{
"heading": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
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{
"heading": "Who We Work With",
"headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Who We Work With </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Resources </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "About Us",
"headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> About Us </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Enterprise-grade security",
"headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Enterprise-grade security </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher.
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
60/100
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 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-03T12:28:40-04:00",
"2026-05-21T05:45:00-04:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.alloy.com/about",
"text": "About us Our story and mission",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M6 3H18L22 9L12 22L2 9L6 3Z\" stroke=\"#191919\" stroke-width=\"1.5\" s..."
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers Join our team",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/jobs\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"26\" height=\"25\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 26 25\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M17.75 22.75V3.19444C17.75 2.54614 17.4866 1.92438 17.0178 1...."
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press Press releases and news",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/press\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <g clip-path=\"url(#nxpqylyrjg-clip0_4360_2210)\"> <path fill-rule=\"eve..."
},
{
"href": "https://www.alloy.com/about",
"text": "About us Our story and mission",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M6 3H18L22 9L12 22L2 9L6 3Z\" stroke=\"#191919\" stroke-width=\"1.5\" s..."
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers Join our team",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/jobs\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"26\" height=\"25\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 26 25\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M17.75 22.75V3.19444C17.75 2.54614 17.4866 1.92438 17.0178 1...."
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press Press releases and news",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/about/press\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"24\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"> <g clip-path=\"url(#myjosfvwqu-clip0_4360_2210)\"> <path fill-rule=\"eve..."
},
{
"href": "https://www.alloy.com/about",
"text": "About us",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about\">About us</a>"
},
{
"href": "https://www.alloy.com/about/jobs",
"text": "Careers",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about/jobs\">Careers</a>"
},
{
"href": "https://www.alloy.com/about/press",
"text": "Press",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/about/press\">Press</a>"
},
{
"href": "https://www.alloy.com/ai-info",
"text": "Hi AI assistants, learn about Alloy!",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/ai-info\">Hi AI assistants, learn about Alloy!</a>"
},
{
"href": "https://www.linkedin.com/company/alloy-apis/",
"text": "Find us on LinkedIn",
"html": "<a class=\"t-link-dark text-grey-warm\" href=\"https://www.linkedin.com/company/alloy-apis/\" target=\"_blank\"> <span class=\"sr-only\">Find us on LinkedIn</span> <svg class=\"text-current h-6 w-6\" width=\"27\" height=\"27\" viewBox=\"0 0 27 27\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M12.1428 0.0557428C19.4604 -0.609734 25.9409 4.75976 26.6432 12.0705C27.3455 19.3814 22.0057 25.8854 14.695 26.6238C7.33259 27.3674 0.769374 21.9842 0.062077 14.6217C-0.64522 7.25916 4.77332 0.726002 12.1428..."
}
],
"contactLinks": [
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a Demo",
"html": "<a class=\"button button--filled !hidden nav:!flex\" href=\"https://www.alloy.com/contact\"> <span>Schedule a Demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/actionable-ai",
"text": "Actionable AI suite Predictive and agentic AI to help your team spend time on what matters most.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/actionable-ai\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"25\" height=\"27\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 25 27\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M13.875 0.00492397C10.9375 -0.082576 8.1625 0.998674 6.062..."
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center Get help and find answers to your questions.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://help.alloy.com/hc/en-us\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"23\" height=\"22\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 23 22\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M0.671875 12.9722H4.17187C4.79071 12.9722 5.38421 13.2063 5.82..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch Connect with our team to discuss your needs.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/contact\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"19\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 19\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M20.225 0H3.57285C2.6256 0.00110539 1.71746 0.377895 1.04766 1.0..."
},
{
"href": "https://www.alloy.com/actionable-ai",
"text": "Actionable AI suite Predictive and agentic AI to help your team spend time on what matters most.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/actionable-ai\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"25\" height=\"27\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 25 27\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M13.875 0.00492397C10.9375 -0.082576 8.1625 0.998674 6.062..."
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center Get help and find answers to your questions.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://help.alloy.com/hc/en-us\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"23\" height=\"22\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 23 22\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M0.671875 12.9722H4.17187C4.79071 12.9722 5.38421 13.2063 5.82..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch Connect with our team to discuss your needs.",
"html": "<a class=\" flex items-start gap-x-4 pt-3 pb-4 px-3 bg-grey-pale rounded-xl !no-underline nav:gap-x-5 nav:pt-4 nav:pb-5 nav:px-5 hover:bg-pink-light focus:bg-pink-light\" href=\"https://www.alloy.com/contact\"> <div class=\"w-6 h-6 flex-none\"> <svg class=\"w-full h-full object-scale-down object-center text-black-soft\" width=\"24\" height=\"19\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 19\" fill=\"none\" aria-hidden=\"true\"> <path d=\"M20.225 0H3.57285C2.6256 0.00110539 1.71746 0.377895 1.04766 1.0..."
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a Demo",
"html": "<a class=\"button button--filled w-full\" href=\"https://www.alloy.com/contact\"> <span>Schedule a Demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a demo",
"html": "<a class=\"button button--filled\" href=\"https://www.alloy.com/contact\"> <span>Schedule a demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
},
{
"href": "https://www.alloy.com/blog/5-ways-ai-fraud-detection-helps-financial-orgs",
"text": "Read more",
"html": "<a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/5-ways-ai-fraud-detection-helps-financial-orgs\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a>"
},
{
"href": "https://help.alloy.com/hc/en-us",
"text": "Help Center",
"html": "<a class=\"t-link-dark\" href=\"https://help.alloy.com/hc/en-us\" target=\"_blank\" rel=\"noopener\">Help Center</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Get in touch",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/contact\">Get in touch</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Contact Us",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/contact\">Contact Us</a>"
},
{
"href": "https://www.alloy.com/contact",
"text": "Schedule a demo",
"html": "<a class=\"button button--lg\" href=\"https://www.alloy.com/contact\"> <span>Schedule a demo</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a>"
}
],
"privacyLinks": [
{
"href": "https://www.alloy.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/privacy-policy\">Privacy Policy</a>"
},
{
"href": "https://www.alloy.com/tos",
"text": "Terms of Service",
"html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/tos\">Terms of Service</a>"
}
],
"score": 60,
"weight": 22
}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
61 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": 45,
"questionH2s": [
{
"index": 10,
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"index": 11,
"text": "When protection becomes a product feature",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"index": 14,
"text": "How to tackle the challenges of AML monitoring",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"index": 19,
"text": "How Alloy helps credit unions rival enterprise banks on security",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"index": 22,
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"index": 23,
"text": "When protection becomes a product feature",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"index": 26,
"text": "How to tackle the challenges of AML monitoring",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"index": 31,
"text": "How Alloy helps credit unions rival enterprise banks on security",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"index": 38,
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"isQuestion": true,
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"index": 42,
"text": "Who We Work With",
"isQuestion": true,
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Who We Work With </h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}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: alloy, full, lifecycle, intelligence.
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": "AI-Powered Identity & Fraud Prevention Platform | Alloy",
"h1": "Full-lifecycle identity & fraud intelligence",
"description": "The global AI-powered identity and fraud prevention platform for financial institutions and fintechs. Accelerate onboarding, stop fraud, and scale…",
"topicOverlap": 0.5555555555555556,
"topicTerms": [
"powered",
"identity",
"fraud",
"prevention",
"platform",
"alloy",
"full",
"lifecycle",
"intelligence"
],
"descriptionTerms": [
"global",
"powered",
"identity",
"fraud",
"prevention",
"platform",
"financial",
"institutions",
"fintechs",
"accelerate",
"onboarding",
"stop",
"scale"
],
"missingFromDescription": [
"alloy",
"full",
"lifecycle",
"intelligence"
],
"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": 11,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: 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
61 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": 63,
"passing": 2,
"failing": [
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"heading": "90%",
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"heading": "5x",
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"firstParagraph": "Fraud savings per dollar spent",
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"words": 5,
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{
"heading": "56%",
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"firstParagraph": "Increase in automated approval rate",
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"words": 5,
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{
"heading": "Accelerate onboarding, stop fraud, and simplify compliance",
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"firstParagraph": "",
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{
"heading": "Fast, frictionless onboarding that minimizes risk",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Fast, frictionless onboarding that minimizes risk </h3>",
"firstParagraph": "Explore Onboarding",
"paragraphHtml": "<p class> <a class=\"button button--arrow-blue\" href=\"https://www.alloy.com/onboarding\"> <span>Explore Onboarding</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "Fraud detection built to outpace threats",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Fraud detection built to outpace threats </h3>",
"firstParagraph": "Explore Fraud Prevention",
"paragraphHtml": "<p class> <a class=\"button button--arrow-pink\" href=\"https://www.alloy.com/fraud\"> <span>Explore Fraud Prevention</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 3,
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{
"heading": "Compliance you can count on as your portfolio grows",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Compliance you can count on as your portfolio grows </h3>",
"firstParagraph": "Explore Compliance",
"paragraphHtml": "<p class> <a class=\"button button--arrow-yellow\" href=\"https://www.alloy.com/compliance\"> <span>Explore Compliance</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 2,
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"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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"words": 2,
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{
"heading": "Fraud detection built to outpace threats",
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"firstParagraph": "Explore Fraud Prevention",
"paragraphHtml": "<p class> <a class=\"button button--arrow-pink\" href=\"https://www.alloy.com/fraud\"> <span>Explore Fraud Prevention</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 3,
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{
"heading": "Compliance you can count on as your portfolio grows",
"headingHtml": "<h3 class=\"t-h5 mb-sm text-balance\"> Compliance you can count on as your portfolio grows </h3>",
"firstParagraph": "Explore Compliance",
"paragraphHtml": "<p class> <a class=\"button button--arrow-yellow\" href=\"https://www.alloy.com/compliance\"> <span>Explore Compliance</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "End-to-end risk management starts here",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> End-to-end risk management starts here </h2>",
"firstParagraph": "Alloy’s open data ecosystem, orchestration engine, and Actionable AI form a unified platform that gets smarter with every signal and every decision.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty \"> Alloy’s open data ecosystem, orchestration engine, and Actionable AI form a unified platform that gets smarter with every signal and every decision. </p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
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{
"heading": "Orchestration engine",
"headingHtml": "<h3 class=\"t-h6 text-black-soft\">Orchestration engine</h3>",
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"paragraphHtml": "<p class=\"t-text-lg text-pretty\">Alloy's orchestration layer sits between the data ecosystem and intelligence layer, routing inputs, sequencing vendor calls, and managing dependencies across every workflow. </p>",
"words": 22,
"direct": false,
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{
"heading": "Access the industry’s broadest ecosystem of identity data",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Access the industry’s broadest ecosystem of identity data </h2>",
"firstParagraph": "Alloy’s vendor-neutral network gives you access to 270+ partner solutions. Swap, test, and optimize as your risk needs evolve.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty mb-sm \"> Alloy’s vendor-neutral network gives you access to 270+ partner solutions. Swap, test, and optimize as your risk needs evolve. </p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
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{
"heading": "Predict, detect, and triage with our suite of Actionable AI tools",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Predict, detect, and triage with our suite of Actionable AI tools </h2>",
"firstParagraph": "Your fraud team shouldn't be the last line of defense. Our native AI continuously handles fraud detection, scoring, and case review to reduce manual work for your team.",
"paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty \"> Your fraud team shouldn't be the last line of defense. Our native AI continuously handles fraud detection, scoring, and case review to reduce manual work for your team. </p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
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{
"heading": "Fraud Attack Radar",
"headingHtml": "<h3 class=\"t-text-xl\">Fraud Attack Radar</h3>",
"firstParagraph": "AI-powered intelligence alerts you to coordinated fraud attacks at the portfolio level, so you can stop large-scale attacks before they escalate and keep your onboarding funnel flowing.",
"paragraphHtml": "<p class=\"t-body opacity-65\">AI-powered intelligence alerts you to coordinated fraud attacks at the portfolio level, so you can stop large-scale attacks before they escalate and keep your onboarding funnel flowing.</p>",
"words": 27,
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"issue": "First paragraph is 27 words and does not look like a concise direct answer."
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{
"heading": "Fraud Signal",
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"firstParagraph": "Our identity-centric machine learning model continuously predicts fraud risk from first touch to every subsequent interaction, so you can confidently distinguish good customers from bad actors.",
"paragraphHtml": "<p class=\"t-body opacity-65\">Our identity-centric machine learning model continuously predicts fraud risk from first touch to every subsequent interaction, so you can confidently distinguish good customers from bad actors.</p>",
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{
"heading": "AI Assistant",
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"paragraphHtml": "<p class=\"t-body opacity-65\">Agentic AI analyzes case triggers and recommends next steps for infinitely scalable risk management and compliance operations.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
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{
"heading": "Purpose-built for teams like yours",
"headingHtml": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Purpose-built for teams like yours </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "Centralize risk management withconsistent, enterprise-grade controls",
"headingHtml": "<h3 class=\"t-h5 t-two-tone text-balance\"> Centralize risk management with<br>consistent, enterprise-grade controls </h3>",
"firstParagraph": "See how banks use Alloy",
"paragraphHtml": "<p class=\"flex-none\"> <a class=\"button button--arrow-theme-flourish\" href=\"https://www.alloy.com/banks\"> <span>See how banks use Alloy</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
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{
"heading": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/authentication-fraud-convergence-risk-based-authentication\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "When protection becomes a product feature",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/protection-as-a-product-fraud-prevention-trust-banking\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "27% decrease in fraud YoY",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/case-studies/live-oak-bank\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "2026 State of Fraud Report",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/reports/fraud-report-2026\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "Scale confidently with a flexible decisioning layer built for speed",
"headingHtml": "<h3 class=\"t-h5 t-two-tone text-balance\"> Scale confidently with a flexible decisioning layer built for speed </h3>",
"firstParagraph": "See how fintechs use Alloy",
"paragraphHtml": "<p class=\"flex-none\"> <a class=\"button button--arrow-theme-flourish\" href=\"https://www.alloy.com/fintechs\"> <span>See how fintechs use Alloy</span> <svg class=\"button__arrow\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 10 12\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M0 0 10 6 0 12Z\"/></svg> </a></p>",
"words": 5,
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{
"heading": "How to tackle the challenges of AML monitoring",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/guides/aml-monitoring-challenges\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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{
"heading": "2026 State of Fraud Report",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/reports/fraud-report-2026\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "80% of account openings are automated",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/case-studies/brex\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "75% improvement to fraud detection efficiency",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/case-studies/ramp\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "Grow and protect your members with the industry's most trusted platform",
"headingHtml": "<h3 class=\"t-h5 t-two-tone text-balance\"> Grow and protect your members with the industry's most trusted platform </h3>",
"firstParagraph": "Credit union solutions",
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"words": 3,
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{
"heading": "Preventing fraud with Alloy: Best practices for credit unions",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">Preventing fraud with Alloy: Best practices for credit unions</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/best-practices-preventing-fraud-credit-unions\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
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{
"heading": "How Alloy helps credit unions rival enterprise banks on security",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/enterprise-grade-fraud-prevention-for-credit-unions\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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"heading": "35% decrease in fraud losses",
"headingHtml": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">35%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud losses</span> </h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/case-studies/suncoast-credit-union\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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"heading": "2026 State of Fraud Report",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/reports/fraud-report-2026\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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"heading": "Centralize risk management withconsistent, enterprise-grade controls",
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"heading": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/authentication-fraud-convergence-risk-based-authentication\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
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{
"heading": "When protection becomes a product feature",
"headingHtml": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>",
"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/protection-as-a-product-fraud-prevention-trust-banking\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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"heading": "27% decrease in fraud YoY",
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"firstParagraph": "Read more",
"paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/case-studies/live-oak-bank\"> <svg class=\"button__icon\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\" aria-hidden=\"true\"><rect x=\"1\" y=\"1\" width=\"18\" height=\"18\"/></svg> <span>Read more</span> </a> </p>",
"words": 2,
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{
"heading": "2026 State of Fraud Report",
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}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
106 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
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"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 \" src=\"https://alloy-website.transforms.svdcdn.com/production/incredible-bank-black.png?w=1327&h=183&auto=compress%2Cformat&fit=min&dm=1741277526&s=46ef53cde9a0195254ab166b607e1098\" alt>"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/skyla-logo_black.png?w=663&h=363&auto=compress%2Cformat&fit=min&dm=1765897608&s=22ae17d272991f9fb11d66c3e604ef4e",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 \" src=\"https://alloy-website.transforms.svdcdn.com/production/skyla-logo_black.png?w=663&h=363&auto=compress%2Cformat&fit=min&dm=1765897608&s=22ae17d272991f9fb11d66c3e604ef4e\" alt>"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/launch-logo_black.png?w=600&h=214&auto=compress%2Cformat&fit=min&dm=1765480660&s=ccf731c414575aad8c8b76f465bb57f7",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 \" src=\"https://alloy-website.transforms.svdcdn.com/production/launch-logo_black.png?w=600&h=214&auto=compress%2Cformat&fit=min&dm=1765480660&s=ccf731c414575aad8c8b76f465bb57f7\" alt>"
},
{
"src": "https://alloy-website.files.svdcdn.com/production/liveoak_logo.svg?dm=1779375247",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 brightness-0 invert\" src=\"https://alloy-website.files.svdcdn.com/production/liveoak_logo.svg?dm=1779375247\" alt>"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/Block-Seeds/langley.png?w=1028&h=337&auto=compress%2Cformat&fit=min&dm=1779361118&s=7ad8d20367b2baa096b2b9d8f3292b33",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 \" src=\"https://alloy-website.transforms.svdcdn.com/production/Block-Seeds/langley.png?w=1028&h=337&auto=compress%2Cformat&fit=min&dm=1779361118&s=7ad8d20367b2baa096b2b9d8f3292b33\" alt>"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/Block-Seeds/datos-insights.png?w=336&h=336&auto=compress%2Cformat&fit=min&dm=1779361115&s=f2acac501fc4a1b4ace515ae77987100",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"w-[75%] max-h-[75%] object-contain\" src=\"https://alloy-website.transforms.svdcdn.com/production/Block-Seeds/datos-insights.png?w=336&h=336&auto=compress%2Cformat&fit=min&dm=1779361115&s=f2acac501fc4a1b4ace515ae77987100\" alt=\"Datos Insights 2025 Impact Awards\">"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/edge.png?w=3175&h=1580&auto=compress%2Cformat&fit=min&dm=1771428884&s=5fef0ad23dcf577b7884956c317a0509",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 brightness-0 invert\" src=\"https://alloy-website.transforms.svdcdn.com/production/edge.png?w=3175&h=1580&auto=compress%2Cformat&fit=min&dm=1771428884&s=5fef0ad23dcf577b7884956c317a0509\" alt>"
},
{
"src": "https://alloy-website.transforms.svdcdn.com/production/launch-logo_black.png?w=600&h=214&auto=compress%2Cformat&fit=min&dm=1765480660&s=ccf731c414575aad8c8b76f465bb57f7",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"max-h-full max-w-full object-contain object-left opacity-60 \" src=\"https://alloy-website.transforms.svdcdn.com/production/launch-logo_black.png?w=600&h=214&auto=compress%2Cformat&fit=min&dm=1765480660&s=ccf731c414575aad8c8b76f465bb57f7\" alt>"
},
{
"src": "/static/img/security-seals.svg",
"width": "1280",
"height": "",
"loading": "lazy",
"html": "<img class=\"block w-full max-w-[200px] h-auto\" src=\"/static/img/security-seals.svg\" width=\"1280\" alt loading=\"lazy\">"
},
{
"src": "/static/img/security-seals.svg",
"width": "1280",
"height": "",
"loading": "lazy",
"html": "<img class=\"block w-full max-w-[200px] h-auto\" src=\"/static/img/security-seals.svg\" width=\"1280\" alt loading=\"lazy\">"
},
{
"src": "https://cdn.bizible.com/ipv?_biz_r=&_biz_h=-417244810&_biz_u=73f06ff84de34fb6a3d063b6a94f146b&_biz_l=https%3A%2F%2Fwww.alloy.com%2F&_biz_t=1780943656197&_biz_i=AI-Powered%20Identity%20%26%20Fraud%20Prevention%20Platform%20%7C%20Alloy&_biz_n=0&rnd=541632&cdn_o=a&_biz_z=1780943660361",
"width": "",
"height": "",
"loading": "",
"html": "<img alt src=\"https://cdn.bizible.com/ipv?_biz_r=&_biz_h=-417244810&_biz_u=73f06ff84de34fb6a3d063b6a94f146b&_biz_l=https%3A%2F%2Fwww.alloy.com%2F&_biz_t=1780943656197&_biz_i=AI-Powered%20Identity%20%26%20Fraud%20Prevention%20Platform%20%7C%20Alloy&_biz_n=0&rnd=541632&cdn_o=a&_biz_z=1780943660361\" style=\"display: none;\">"
},
{
"src": "https://cdn.bizibly.com/u?_biz_u=73f06ff84de34fb6a3d063b6a94f146b&_biz_l=https%3A%2F%2Fwww.alloy.com%2F&_biz_t=1780943660379&_biz_i=AI-Powered%20Identity%20%26%20Fraud%20Prevention%20Platform%20%7C%20Alloy&rnd=227960&cdn_o=a&_biz_z=1780943660379",
"width": "",
"height": "",
"loading": "",
"html": "<img alt src=\"https://cdn.bizibly.com/u?_biz_u=73f06ff84de34fb6a3d063b6a94f146b&_biz_l=https%3A%2F%2Fwww.alloy.com%2F&_biz_t=1780943660379&_biz_i=AI-Powered%20Identity%20%26%20Fraud%20Prevention%20Platform%20%7C%20Alloy&rnd=227960&cdn_o=a&_biz_z=1780943660379\" style=\"display: none;\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
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": "90%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: '%', duration: 750, }\"></span> <span class=\"sr-only\">90%</span> </h2>"
},
{
"text": "35%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 35, suffix: '%', duration: 1000, }\"></span> <span class=\"sr-only\">35%</span> </h2>"
},
{
"text": "5x",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 5, suffix: 'x', duration: 1250, }\"></span> <span class=\"sr-only\">5x</span> </h2>"
},
{
"text": "56%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 56, suffix: '%', duration: 1500, }\"></span> <span class=\"sr-only\">56%</span> </h2>"
},
{
"text": "Accelerate onboarding, stop fraud, and simplify compliance",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Accelerate onboarding, stop fraud, and simplify compliance </h2>"
},
{
"text": "End-to-end risk management starts here",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> End-to-end risk management starts here </h2>"
},
{
"text": "Access the industry’s broadest ecosystem of identity data",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Access the industry’s broadest ecosystem of identity data </h2>"
},
{
"text": "Predict, detect, and triage with our suite of Actionable AI tools",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Predict, detect, and triage with our suite of Actionable AI tools </h2>"
},
{
"text": "Purpose-built for teams like yours",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Purpose-built for teams like yours </h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "When protection becomes a product feature",
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"text": "27% decrease in fraud YoY",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">27%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud YoY</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "How to tackle the challenges of AML monitoring",
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "80% of account openings are automated",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">80%</strong> <span class=\"t-text-md leading-tight\">of account openings are automated</span> </h2>"
},
{
"text": "75% improvement to fraud detection efficiency",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">75%</strong> <span class=\"t-text-md leading-tight\">improvement to fraud detection efficiency</span> </h2>"
},
{
"text": "Preventing fraud with Alloy: Best practices for credit unions",
"html": "<h2 class=\"t-h6 mb-xs\">Preventing fraud with Alloy: Best practices for credit unions</h2>"
},
{
"text": "How Alloy helps credit unions rival enterprise banks on security",
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"text": "35% decrease in fraud losses",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">35%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud losses</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "When protection becomes a product feature",
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"text": "27% decrease in fraud YoY",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">27%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud YoY</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "How to tackle the challenges of AML monitoring",
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "80% of account openings are automated",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">80%</strong> <span class=\"t-text-md leading-tight\">of account openings are automated</span> </h2>"
},
{
"text": "75% improvement to fraud detection efficiency",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">75%</strong> <span class=\"t-text-md leading-tight\">improvement to fraud detection efficiency</span> </h2>"
},
{
"text": "Preventing fraud with Alloy: Best practices for credit unions",
"html": "<h2 class=\"t-h6 mb-xs\">Preventing fraud with Alloy: Best practices for credit unions</h2>"
},
{
"text": "How Alloy helps credit unions rival enterprise banks on security",
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"text": "35% decrease in fraud losses",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">35%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud losses</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "Built on industry trust from 800+ clients",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md xl:mb-0\"> Built on industry trust from 800+ clients </h2>"
},
{
"text": "Expert insights from the Alloy team",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Expert insights from the Alloy team </h2>"
},
{
"text": "Bypass the buzzwords: 5 ways AI actually prevents fraud",
"html": "<h2 class=\"t-h6 mb-xs\">Bypass the buzzwords: 5 ways AI actually prevents fraud</h2>"
},
{
"text": "Data and machine learning in financial fraud prevention",
"html": "<h2 class=\"t-h6 mb-xs\">Data and machine learning in financial fraud prevention</h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "Subscribe to the blog",
"html": "<h2 class=\"t-h5 mb-1\">Subscribe to the blog</h2>"
},
{
"text": "Platform",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Platform </h2>"
},
{
"text": "Use Cases",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Use Cases </h2>"
},
{
"text": "Who We Work With",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Who We Work With </h2>"
},
{
"text": "Resources",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Resources </h2>"
},
{
"text": "About Us",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> About Us </h2>"
},
{
"text": "Enterprise-grade security",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Enterprise-grade security </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Identity & Fraud Prevention Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Identity & Fraud Prevention Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Identity & Fraud Prevention Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Identity & Fraud Prevention Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Identity & Fraud Prevention Platform 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: alloy, full, lifecycle, intelligence.
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": "AI-Powered Identity & Fraud Prevention Platform | Alloy",
"h1": "Full-lifecycle identity & fraud intelligence",
"description": "The global AI-powered identity and fraud prevention platform for financial institutions and fintechs. Accelerate onboarding, stop fraud, and scale…",
"topicOverlap": 0.5555555555555556,
"definitionCount": 11,
"topicTerms": [
"powered",
"identity",
"fraud",
"prevention",
"platform",
"alloy",
"full",
"lifecycle",
"intelligence"
],
"descriptionTerms": [
"global",
"powered",
"identity",
"fraud",
"prevention",
"platform",
"financial",
"institutions",
"fintechs",
"accelerate",
"onboarding",
"stop",
"scale"
],
"missingFromDescription": [
"alloy",
"full",
"lifecycle",
"intelligence"
],
"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": 203439
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203439
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203443
}
]
},
"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": "90%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: '%', duration: 750, }\"></span> <span class=\"sr-only\">90%</span> </h2>"
},
{
"text": "35%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 35, suffix: '%', duration: 1000, }\"></span> <span class=\"sr-only\">35%</span> </h2>"
},
{
"text": "5x",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 5, suffix: 'x', duration: 1250, }\"></span> <span class=\"sr-only\">5x</span> </h2>"
},
{
"text": "56%",
"html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 56, suffix: '%', duration: 1500, }\"></span> <span class=\"sr-only\">56%</span> </h2>"
},
{
"text": "Accelerate onboarding, stop fraud, and simplify compliance",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Accelerate onboarding, stop fraud, and simplify compliance </h2>"
},
{
"text": "End-to-end risk management starts here",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> End-to-end risk management starts here </h2>"
},
{
"text": "Access the industry’s broadest ecosystem of identity data",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Access the industry’s broadest ecosystem of identity data </h2>"
},
{
"text": "Predict, detect, and triage with our suite of Actionable AI tools",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Predict, detect, and triage with our suite of Actionable AI tools </h2>"
},
{
"text": "Purpose-built for teams like yours",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance \"> Purpose-built for teams like yours </h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "When protection becomes a product feature",
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"text": "27% decrease in fraud YoY",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">27%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud YoY</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "How to tackle the challenges of AML monitoring",
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "80% of account openings are automated",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">80%</strong> <span class=\"t-text-md leading-tight\">of account openings are automated</span> </h2>"
},
{
"text": "75% improvement to fraud detection efficiency",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">75%</strong> <span class=\"t-text-md leading-tight\">improvement to fraud detection efficiency</span> </h2>"
},
{
"text": "Preventing fraud with Alloy: Best practices for credit unions",
"html": "<h2 class=\"t-h6 mb-xs\">Preventing fraud with Alloy: Best practices for credit unions</h2>"
},
{
"text": "How Alloy helps credit unions rival enterprise banks on security",
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"text": "35% decrease in fraud losses",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">35%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud losses</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "When protection becomes a product feature",
"html": "<h2 class=\"t-h6 mb-xs\">When protection becomes a product feature</h2>"
},
{
"text": "27% decrease in fraud YoY",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">27%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud YoY</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "How to tackle the challenges of AML monitoring",
"html": "<h2 class=\"t-h6 mb-xs\">How to tackle the challenges of AML monitoring</h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "80% of account openings are automated",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">80%</strong> <span class=\"t-text-md leading-tight\">of account openings are automated</span> </h2>"
},
{
"text": "75% improvement to fraud detection efficiency",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">75%</strong> <span class=\"t-text-md leading-tight\">improvement to fraud detection efficiency</span> </h2>"
},
{
"text": "Preventing fraud with Alloy: Best practices for credit unions",
"html": "<h2 class=\"t-h6 mb-xs\">Preventing fraud with Alloy: Best practices for credit unions</h2>"
},
{
"text": "How Alloy helps credit unions rival enterprise banks on security",
"html": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>"
},
{
"text": "35% decrease in fraud losses",
"html": "<h2 class=\"flex items-center gap-4 mb-xs\"> <strong class=\"t-stats-xl font-normal\">35%</strong> <span class=\"t-text-md leading-tight\">decrease in fraud losses</span> </h2>"
},
{
"text": "2026 State of Fraud Report",
"html": "<h2 class=\"t-h6 mb-xs\">2026 State of Fraud Report</h2>"
},
{
"text": "Built on industry trust from 800+ clients",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md xl:mb-0\"> Built on industry trust from 800+ clients </h2>"
},
{
"text": "Expert insights from the Alloy team",
"html": "<h2 class=\" t-h2 t-two-tone max-w-[844px] text-balance mb-md \"> Expert insights from the Alloy team </h2>"
},
{
"text": "Bypass the buzzwords: 5 ways AI actually prevents fraud",
"html": "<h2 class=\"t-h6 mb-xs\">Bypass the buzzwords: 5 ways AI actually prevents fraud</h2>"
},
{
"text": "Data and machine learning in financial fraud prevention",
"html": "<h2 class=\"t-h6 mb-xs\">Data and machine learning in financial fraud prevention</h2>"
},
{
"text": "The fusion of authentication and fraud prevention is here. Are you ready for it?",
"html": "<h2 class=\"t-h6 mb-xs\">The fusion of authentication and fraud prevention is here. Are you ready for it?</h2>"
},
{
"text": "Subscribe to the blog",
"html": "<h2 class=\"t-h5 mb-1\">Subscribe to the blog</h2>"
},
{
"text": "Platform",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Platform </h2>"
},
{
"text": "Use Cases",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Use Cases </h2>"
},
{
"text": "Who We Work With",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Who We Work With </h2>"
},
{
"text": "Resources",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Resources </h2>"
},
{
"text": "About Us",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> About Us </h2>"
},
{
"text": "Enterprise-grade security",
"html": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Enterprise-grade security </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Identity & Fraud Prevention Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Identity & Fraud Prevention Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Identity & Fraud Prevention Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI-Powered Identity & Fraud Prevention Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Identity & Fraud Prevention Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Identity & Fraud Prevention Platform compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203443,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"compatibleContentType": false,
"contentLength": 178881,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": true,
"links": [
"/icons/favicon.ico",
"/icons/icon.svg",
"/svg+xml",
"/icons/apple-touch-icon.png",
"/manifest.webmanifest",
"/uk.alloy.com",
"/www.alloy.com",
"/actions",
"/expansion",
"/site-switcher"
],
"rawExcerpt": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"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": 203447,
"text": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\/actions\\/expansion\\/site-switcher\\/country-code\",\n storageKey: 'alloy-region-override',\n switchParam: 'siteSwitch'\n };\n\n (function() {\n const config = window.alloyRegionConfig;\n\n if (!config || config.currentSiteHandle !== 'default') {\n return;\n }\n\n const params = new URLSearchParams(window.location.search);\n const switchTarget = params.get(config.switchParam);\n const switchedToUs = switchTarget === 'us';\n\n if (switchedToUs) {\n try {\n window.localStorage.setItem(config.storageKey, 'us');\n } catch (e) {}\n\n params.delete(config.switchParam);\n const cleanedUrl = window.location.pathname\n + (params.toString() ? '?' + params.toString() : '')\n + window.location.hash;\n window.history.replaceState({}, '', cleanedUrl);\n }\n\n let override = null;\n\n try {\n override = window.localStorage.getItem(config.storageKey);\n } catch (e) {}\n\n if (override === 'us' || switchedToUs || !config.countryLookupUrl || !config.ukSiteUrl) {\n return;\n }\n\n fetch(config.countryLookupUrl, {\n credentials: 'same-origin',\n headers: {\n Accept: 'application/json'\n },\n cache: 'no-store'\n })\n .then(function(response) {\n if (!response.ok) {\n return null;\n }\n\n return response.json();\n })\n .then(function(data) {\n if (!data || data.countryCode !== 'GB') {\n return;\n }\n\n const targetUrl = new URL(window.location.href);\n const ukUrl = new URL(config.ukSiteUrl);\n\n targetUrl.protocol = ukUrl.protocol;\n targetUrl.host = ukUrl.host;\n\n window.location.replace(targetUrl.toString());\n })\n .catch(function() {});\n })();\n\n document.addEventListener('click', function(event) {\n const config = window.alloyRegionConfig;\n const target = event.target instanceof Element ? event.target : null;\n const link = target ? target.closest('.site-switcher__link') : null;\n\n if (!config || config.currentSiteHandle !== 'default' || !link) {\n return;\n }\n\n try {\n window.localStorage.removeItem(config.storageKey);\n } catch (e) {}\n });\n </script>\n\n\n <link rel=\"preconnect\" href=\"https://use.alloy.co\">\n <link rel=\"preconnect\" href=\"https://unpkg.com\">\n <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\">\n <link rel=\"preconnect\" href=\"https://alloy-website.files.svdcdn.com\">\n <link rel=\"dns-prefetch\" href=\"https://www.google-analytics.com\">\n <link rel=\"dns-prefetch\" href=\"https://static.hotjar.com\">\n\n <link rel=\"preload\" href=\"/static/fonts/NeueMontreal-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/NeueMontreal-Medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n\n <link rel=\"alternate\" type=\"applica"
},
"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": 203435,
"text": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\/actions\\/expansion\\/site-switcher\\/country-code\",\n storageKey: 'alloy-region-override',\n switchParam: 'siteSwitch'\n };\n\n (function() {\n const config = window.alloyRegionConfig;\n\n if (!config || config.currentSiteHandle !== 'default') {\n return;\n }\n\n const params = new URLSearchParams(window.location.search);\n const switchTarget = params.get(config.switchParam);\n const switchedToUs = switchTarget === 'us';\n\n if (switchedToUs) {\n try {\n window.localStorage.setItem(config.storageKey, 'us');\n } catch (e) {}\n\n params.delete(config.switchParam);\n const cleanedUrl = window.location.pathname\n + (params.toString() ? '?' + params.toString() : '')\n + window.location.hash;\n window.history.replaceState({}, '', cleanedUrl);\n }\n\n let override = null;\n\n try {\n override = window.localStorage.getItem(config.storageKey);\n } catch (e) {}\n\n if (override === 'us' || switchedToUs || !config.countryLookupUrl || !config.ukSiteUrl) {\n return;\n }\n\n fetch(config.countryLookupUrl, {\n credentials: 'same-origin',\n headers: {\n Accept: 'application/json'\n },\n cache: 'no-store'\n })\n .then(function(response) {\n if (!response.ok) {\n return null;\n }\n\n return response.json();\n })\n .then(function(data) {\n if (!data || data.countryCode !== 'GB') {\n return;\n }\n\n const targetUrl = new URL(window.location.href);\n const ukUrl = new URL(config.ukSiteUrl);\n\n targetUrl.protocol = ukUrl.protocol;\n targetUrl.host = ukUrl.host;\n\n window.location.replace(targetUrl.toString());\n })\n .catch(function() {});\n })();\n\n document.addEventListener('click', function(event) {\n const config = window.alloyRegionConfig;\n const target = event.target instanceof Element ? event.target : null;\n const link = target ? target.closest('.site-switcher__link') : null;\n\n if (!config || config.currentSiteHandle !== 'default' || !link) {\n return;\n }\n\n try {\n window.localStorage.removeItem(config.storageKey);\n } catch (e) {}\n });\n </script>\n\n\n <link rel=\"preconnect\" href=\"https://use.alloy.co\">\n <link rel=\"preconnect\" href=\"https://unpkg.com\">\n <link rel=\"preconnect\" href=\"https://www.googletagmanager.com\">\n <link rel=\"preconnect\" href=\"https://alloy-website.files.svdcdn.com\">\n <link rel=\"dns-prefetch\" href=\"https://www.google-analytics.com\">\n <link rel=\"dns-prefetch\" href=\"https://static.hotjar.com\">\n\n <link rel=\"preload\" href=\"/static/fonts/NeueMontreal-Regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/NeueMontreal-Medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n\n <link rel=\"alternate\" type=\"applica"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign 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": 203447
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 203435
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign 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": "\n<!DOCTYPE html>\n<html\n lang=\"en-US\"\n class=\"antialiased scroll-smooth \">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=5.0, viewport-fit=cover\" />\n <meta name=\"referrer\" content=\"origin-when-cross-origin\" />\n\n <link rel=\"icon\" href=\"/icons/favicon.ico\" sizes=\"any\">\n <link rel=\"icon\" href=\"/icons/icon.svg\" type=\"image/svg+xml\">\n <link rel=\"apple-touch-icon\" href=\"/icons/apple-touch-icon.png\">\n <link rel=\"manifest\" href=\"/manifest.webmanifest\">\n\n \n \n <script>\n window.alloyRegionConfig = {\n currentSiteHandle: \"default\",\n ukSiteUrl: \"https:\\/\\/uk.alloy.com\\/\",\n countryLookupUrl: \"https:\\/\\/www.alloy.com\\"
},
"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.alloy.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.alloy.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.alloy.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.alloy.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}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
28 links 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": "28 links 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 AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
Check name
`[aria-hidden="true"]` elements contain focusable descendents
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus)."
}Performance and AccessibilityAccessibilityBrowser audit
`[role]`s are not contained by their required parent element
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[role]`s are not contained by their required parent element
Check name
`[role]`s are not contained by their required parent element
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.11/aria-required-parent).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.11/aria-required-parent)."
}Performance and AccessibilityAccessibilityBrowser audit
Elements use prohibited ARIA attributes
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements use prohibited ARIA attributes
Check name
Elements use prohibited ARIA attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr)."
}Performance and AccessibilityAccessibilityBrowser audit
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
25 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
Check name
Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 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
3.9Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "3.9Â 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": 3863.257000000076
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
20 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 150Â 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 150Â 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
Avoid enormous network payloads
10 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 8,056Â 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 8,056Â 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": 8249326
}Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
Check name
Minify JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 3Â KiB
Fix guidance
Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 3Â KiB",
"description": "Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
70/100
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": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "80Â ms",
"numericValue": 81.56920499999998
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 250Â ms",
"numericValue": 254
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 1,
"displayValue": "5.8Â s",
"numericValue": 5785.582505973403
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 28,
"displayValue": "510Â ms",
"numericValue": 511.50000000000045
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 97,
"displayValue": "0.7Â s",
"numericValue": 724.0052631920294
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 92,
"displayValue": "1.1Â s",
"numericValue": 1122.0135214505744
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 64,
"displayValue": "3.8Â s",
"numericValue": 3786.0169018132187
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 74,
"displayValue": "180Â ms",
"numericValue": 179.00000000000023
}
]
}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 |
|---|---|---|---|
| 53/100 | Level 3, Bot-Aware | Current report |