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53/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability45%Agent Easeof Use10%Security& Trust40%GEO, AIO, AEO79%SEO92%Performance& Accessibility68%
  • 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

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

AI-Powered Identity & Fraud Prevention Platform | Alloy favicon

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…

Next step

Turn this report into a fix workflow

26 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
45
Priority fix8151View details
Discoverability
57
Needs work450View details
Content Readiness
67
Needs work461View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
10
Priority fix6291View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
25
Priority fix260View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
79
Mostly ready5015
GEO Readiness
88
Mostly ready204
AIO Readiness
75
Mostly ready205
AEO Readiness
72
Needs work106
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
40
Priority fix630View details
Security & Trust
40
Priority fix230View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
68
Needs work1672View details
Performance
65
Needs work832View details
Accessibility
74
Needs work840View 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

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. 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

Needs attention

OpenAPI discovery

Failed check
01

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

02

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

  1. 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

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

02

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence
{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence
{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": null
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

33 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence
{
  "found": false,
  "visibleFaq": true,
  "allTypes": [
    "BreadcrumbList",
    "Organization",
    "WebPage"
  ]
}

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

33 Fail

Needs attention

Frame protection

Failed check
01

Issue

Frame protection is missing or incomplete.

02

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence
{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 Fail

Needs attention

High-value schema types

Failed check
01

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

02

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence
{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": [
    "BreadcrumbList",
    "Organization",
    "WebPage"
  ]
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

33 Fail

Needs attention

HSTS header

Failed check
01

Issue

HSTS header is missing or incomplete.

02

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

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. 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

Needs attention

Markdown negotiation

Failed check
01

Issue

Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

02

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

    Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".

  3. 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

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

02

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

mcp.json failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

Web Bot Auth request signing was not found at the expected path.

02

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

Web Bot Auth request signing failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not found at the expected path.

02

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

agent.json

Failed check
01

Issue

agent.json was not found at the expected path.

02

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

agent.json failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

agents.json

Failed check
01

Issue

agents.json was not found at the expected path.

02

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

agents.json failed at "Fetch to find resource".

Validation steps

  1. 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

Needs attention

llms.txt

Failed check
01

Issue

llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name); content too short (59/80 chars minimum).

02

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

50/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Validate resource body".

Validation steps

  1. 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

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing meta or <time> freshness tags.

02

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

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

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.

Result

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. 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

Needs attention

AIO: Visible structured data match

Warning
01

Issue

6 structured-data value(s) were not found in visible page text.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Visible structured data match

Score

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

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

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",
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      "href": "https://www.alloy.com/about/press",
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      "href": "https://www.alloy.com/about",
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      "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...."
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      "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..."
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      "href": "https://www.alloy.com/about",
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      "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>"
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    {
      "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>"
    },
    {
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      "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..."
    }
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  "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..."
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    {
      "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..."
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    {
      "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..."
    },
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      "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..."
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    {
      "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..."
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    {
      "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..."
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    {
      "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>"
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    {
      "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>"
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      "href": "https://www.alloy.com/blog/5-ways-ai-fraud-detection-helps-financial-orgs",
      "text": "Read more",
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      "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>"
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    {
      "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",
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      "html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/contact\">Contact Us</a>"
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      "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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      "html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/privacy-policy\">Privacy Policy</a>"
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      "html": "<a class=\"t-link-dark\" href=\"https://www.alloy.com/tos\">Terms of Service</a>"
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

61 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer-first sections scored 65/100 and needs improvement.

Evidence
{
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  "passing": 2,
  "failing": [
    {
      "heading": "90%",
      "headingHtml": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: &apos;%&apos;, 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: &apos;%&apos;, 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: &apos;x&apos;, 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%",
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      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
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      "heading": "Accelerate onboarding, stop fraud, and simplify compliance",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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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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      "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."
    },
    {
      "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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      "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,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
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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>",
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      "words": 2,
      "direct": false,
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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",
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      "words": 2,
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      "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>",
      "firstParagraph": "Explore Fraud Prevention",
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      "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>",
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      "words": 2,
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      "paragraphHtml": "<p class=\" t-h6 leading-[1.5] max-w-[32em] text-pretty \"> Alloy&#x2019;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>",
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      "paragraphHtml": "<p class=\"t-text-lg text-pretty\">Alloy&apos;s orchestration layer sits between the data ecosystem and intelligence layer, routing inputs, sequencing vendor calls, and managing dependencies across every workflow.&#xa0;</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&#x2019;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&#x2019;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&apos;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."
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    {
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      "heading": "Bypass the buzzwords: 5 ways AI actually prevents fraud",
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      "firstParagraph": "Read more",
      "paragraphHtml": "<p> <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> </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Data and machine learning in financial fraud prevention",
      "headingHtml": "<h2 class=\"t-h6 mb-xs\">Data and machine learning in financial fraud prevention</h2>",
      "firstParagraph": "Read more",
      "paragraphHtml": "<p> <a class=\"button button--sm button--filled\" href=\"https://www.alloy.com/blog/data-and-machine-learning-in-financial-fraud-prevention\"> <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."
    },
    {
      "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."
    },
    {
      "heading": "Subscribe to the blog",
      "headingHtml": "<h2 class=\"t-h5 mb-1\">Subscribe to the blog</h2>",
      "firstParagraph": "Be the first to read Alloy’s latest reports and insights on fraud, identity, and compliance.",
      "paragraphHtml": "<p class=\"t-body-sm text-grey-dark\">Be the first to read Alloy&#x2019;s latest reports and insights on fraud, identity, and compliance.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Platform </h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Use Cases",
      "headingHtml": "<h2 class=\"mb-sm uppercase text-[12px] tracking-widest text-white\"> Use Cases </h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "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

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

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

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Explanatory content depth scored 75/100 and needs improvement.

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

61 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 70/100 and needs improvement.

Evidence
{
  "h2Count": 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

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: alloy, full, lifecycle, intelligence.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

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

Needs attention

GEO: Extraction-friendly structure

Warning
01

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 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

Needs attention

AIO: Answer block readiness

Warning
01

Issue

61 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Answer block readiness scored 65/100 and needs improvement.

Evidence
{
  "sectionCount": 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: &apos;%&apos;, 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: &apos;%&apos;, 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: &apos;x&apos;, 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: &apos;%&apos;, 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": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "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."
    },
    {
      "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,
      "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>",
      "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": "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."
    },
    {
      "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,
      "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>",
      "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&#x2019;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&apos;s orchestration layer sits between the data ecosystem and intelligence layer, routing inputs, sequencing vendor calls, and managing dependencies across every workflow.&#xa0;</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&#x2019;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&#x2019;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&apos;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,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "heading": "27% decrease in fraud YoY",
      "headingHtml": "<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>",
      "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."
    },
    {
      "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."
    },
    {
      "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,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "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,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "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."
    },
    {
      "heading": "80% of account openings are automated",
      "headingHtml": "<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>",
      "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."
    },
    {
      "heading": "75% improvement to fraud detection efficiency",
      "headingHtml": "<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>",
      "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,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "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&apos;s most trusted platform </h3>",
      "firstParagraph": "Credit union solutions",
      "paragraphHtml": "<p class=\"flex-none\"> <a class=\"button button--arrow-theme-flourish\" href=\"https://www.alloy.com/credit-unions\"> <span>Credit union solutions</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,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "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."
    },
    {
      "heading": "How Alloy helps credit unions rival enterprise banks on security",
      "headingHtml": "<h2 class=\"t-h6 mb-xs\">How Alloy helps credit unions rival enterprise banks on security</h2>",
      "firstParagraph": "Read more",
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    {
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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

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

106 image(s) are missing width/height attributes.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 80/100 and needs improvement.

Evidence
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: what, cost, compare.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence
{
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      "text": "90%",
      "html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: &apos;%&apos;, 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: &apos;%&apos;, 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: &apos;x&apos;, 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: &apos;%&apos;, duration: 1500, }\"></span> <span class=\"sr-only\">56%</span> </h2>"
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    {
      "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>"
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    {
      "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>"
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      "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&#x2019;s broadest ecosystem of identity data </h2>"
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    {
      "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>"
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    {
      "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>"
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    {
      "text": "27% decrease in fraud YoY",
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    {
      "text": "2026 State of Fraud Report",
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    },
    {
      "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>"
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    {
      "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

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: alloy, full, lifecycle, intelligence.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

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

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

  1. 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

Needs attention

AIO: Query intent coverage

Informational
01

Issue

Missing likely AI Overview intent sections: what, cost, compare.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "90%",
      "html": "<h2 class=\"t-stats-xl\"> <span aria-hidden=\"true\" x-init x-countup=\"{ start: 0, end: 90, suffix: &apos;%&apos;, 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: &apos;%&apos;, 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: &apos;x&apos;, 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: &apos;%&apos;, 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&#x2019;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

Needs attention

Auth.md Agent Registration

Informational
01

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.

02

Why it matters

Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.

Result

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Validation steps

  1. 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.

  2. Publish protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  3. 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

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. 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

Needs attention

OAuth / OIDC discovery

Informational
01

Issue

OAuth / OIDC discovery was not found at the expected path.

02

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

  1. 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

Needs attention

OAuth Protected Resource

Informational
01

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

02

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. 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

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

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).

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

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).

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

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).

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

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).

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

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

3.9 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/).

Evidence
{
  "displayValue": "3.9 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

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 150 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.

Evidence
{
  "displayValue": "Est savings of 150 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

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 8,056 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/).

Evidence
{
  "displayValue": "Total size was 8,056 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

Check name

Minify JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 3 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/).

Evidence
{
  "displayValue": "Est savings of 3 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

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.

Evidence
{
  "checks": [
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "80 ms",
      "numericValue": 81.56920499999998
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 250 ms",
      "numericValue": 254
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 1,
      "displayValue": "5.8 s",
      "numericValue": 5785.582505973403
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 28,
      "displayValue": "510 ms",
      "numericValue": 511.50000000000045
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 97,
      "displayValue": "0.7 s",
      "numericValue": 724.0052631920294
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 92,
      "displayValue": "1.1 s",
      "numericValue": 1122.0135214505744
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 64,
      "displayValue": "3.8 s",
      "numericValue": 3786.0169018132187
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 74,
      "displayValue": "180 ms",
      "numericValue": 179.00000000000023
    }
  ]
}

Fix with MCP or CLI

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Score history

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Scan dateScoreReadinessReport
53/100Level 3, Bot-AwareCurrent report
Report ID 45f4a1ff-efc2-40f5-90ab-ad5466516bd3. Scanned Jun 9, 2026, 12:07 AM.
alloy.com AI SEO Report: 53/100 (Level 3, Bot-Aware)