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https://www.recordedfuture.com/

SCANNED

Jun 8, 2026, 9:27 PM

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https://www.recordedfuture.com/

SCANNED

Jun 8, 2026, 9:27:00 PMJun 8, 2026, 9:27 PM

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54/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

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Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	26	Priority fix	5	17	1	View details
Discoverability	33	Priority fix	3	6	0	View details
Content Readiness	38	Priority fix	2	7	1	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	10	Priority fix	17	22	1	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	11	0	0
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	65	Needs work	8	3	9	View details
GEO Readiness	81	Mostly ready	3	0	3
AIO Readiness	53	Needs work	3	2	2	View details
AEO Readiness	59	Needs work	2	1	4	View details
SEO	100	Strong	11	0	0
SEO	100	Strong	11	0	0
Security & Trust	20	Priority fix	5	4	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	93	Strong	21	1	2	View details
Performance	89	Mostly ready	12	1	2	View details
Accessibility	99	Strong	9	0	0

Prioritized recommendations

Issues ranked by score impact

40 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html>\n  <head>\n    <title>Error Page</title>\n    <script nonce=\"FkL98xbEdcPX9873VwhpM7rE\" type=\"text/javascript\">\n      window.isErrorPage = true;\n      window.errorCode = '404';\n    </script>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta property=\"og:title\" content=\"Error Page\" />\n    <script nonce=\"FkL98xbEdcPX9873VwhpM7rE\" src=\"/scripts/scripts.js\" type=\"module\" crossorigin=\"use-credentials\"></script>\n    <script nonce=\"FkL98xbEdcPX9873VwhpM7rE\" type=\"module\">\n      import { loadAdobeLaunch } from '/scripts/adobe-dtm.js';\n      loadAdobeLaunch();\n    </script>\n    <script nonce=\"FkL98xbEdcPX9873VwhpM7rE\" type=\"module\">\n      window.addEventListener('load', () => {\n        if (document.referrer) {\n          const { origin, pathname "
      },
      "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

Issue

OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. 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/plain; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "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<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\"\n \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html>\n  <head>\n    <title>404 </title>\n  </head>\n  <body>\n    <h1>Error 404 </h1>\n    <p></p>\n    <h3>Error 54113</h3>\n    <p>Details: cache-iad-kcgs7200114-IAD 1780730066 3921297688</p>\n    <hr>\n    <p>Varnish cache server</p>\n  </body>\n</html>\n"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "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<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Strict//EN\"\n \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd\">\n<html>\n  <head>\n    <title>404 </title>\n  </head>\n  <body>\n    <h1>Error 404 </h1>\n    <p></p>\n    <h3>Error 54113</h3>\n    <p>Details: cache-iad-kjyo7100097-IAD 1780691335 1697858654</p>\n    <hr>\n    <p>Varnish cache server</p>\n  </body>\n</html>\n"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. 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

Issue

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

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

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

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

Fetch to find resource
MCP Server Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "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

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch to find resource
mcp.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "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

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

Fetch to find resource
Web Bot Auth request signing was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 4761
          }
        ]
      },
      "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

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

Fetch to find resource
WebMCP manifest was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

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

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

25 Fail

Needs attention

Frame protection

Failed check

Issue

Frame protection is missing or incomplete.

Why it matters

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

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Frame protection is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

25 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

25 Fail

Needs attention

JSON-LD present

Failed check

Issue

No JSON-LD blocks found.

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence

{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

25 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 398
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 397
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding,X-Forwarded-Host".
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,X-Forwarded-Host"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding,X-Forwarded-Host\".",
      "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": 1889,
        "excerpt": "<!DOCTYPE html>\n<html>\n  <head>\n    <title>Advanced Cyber Threat Intelligence | Recorded Future</title>\n    <link rel=\"canonical\" href=\"https://www.recordedfuture.com/\">\n    <meta name=\"description\" content=\"Get real-time, actionable cyber ",
        "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."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

25 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

{
  "found": [],
  "allTypes": []
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

{
  "header": "referrer-policy",
  "value": null
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <nav> landmark; invalid h1 (found 8); skipped heading levels.

Details

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": false,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": false,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: A Gartner®",
      "h1: Magic Quadrant™ Leader",
      "h3: Recorded Future named a Leader in the 2026 Gartner® Magic Quadrant™ for Cyberthreat Intelligence Technologies",
      "h1: 2026 State",
      "h1: of Security",
      "h3: Explore the intelligence from Recorded Future's Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.",
      "h1: Autonomous",
      "h1: Threat Operations",
      "h1: is here.",
      "h3: AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.",
      "h1: Value calculator",
      "h3: Estimate the potential value your threat intelligence program could realize with Recorded Future.",
      "h3: Trusted by industry leaders and governments to defend critical infrastructure worldwide.",
      "h2: See the risks, stop the threats.",
      "h3: Precision Intelligence",
      "h3: Intelligence DNA",
      "h3: Sophisticated pattern-matching algorithms",
      "h3: Unbiased intel sourcing and analysis",
      "h2: Your mission, our expertise.",
      "h2: Stay one step ahead with expert insights.",
      "h2: Blog",
      "h2: Research Reports",
      "h3: The Record from Recorded Future News:Unconventional Cyber Stories",
      "h2: Ready to know more?",
      "h2: Join our team."
    ]
  },
  "counts": {
    "h1": 8,
    "headings": 25,
    "links": 20,
    "inaccessibleLinks": 0,
    "buttons": 0,
    "inaccessibleButtons": 0,
    "images": 17,
    "imagesWithAlt": 17,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

X-Content-Type-Options is missing or incomplete.

25 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

X-Content-Type-Options is missing or incomplete.

Why it matters

X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

X-Content-Type-Options is missing or incomplete.

Evidence

{
  "header": "x-content-type-options",
  "value": null
}

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

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch to find resource
A2A Agent Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "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

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

Fetch to find resource
Agent Skills index was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "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

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch to find resource
agent.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "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

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

Fetch to find resource
agents.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 0
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning

Issue

Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.

Why it matters

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

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": "Fri, 05 Jun 2026 19:09:38 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.recordedfuture.com",
        "probes": [
          {
            "name": "_index._agents.www.recordedfuture.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.recordedfuture.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.recordedfuture.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "recordedfuture.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: Source and trust signals

AIO: Source and trust signals scored 0/100 and needs a fix.

13 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate, aboutOrContact, policyLinks.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Source and trust signals scored 0/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": false,
    "policyLinks": false
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate",
    "aboutOrContact",
    "policyLinks"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [],
  "contactLinks": [],
  "privacyLinks": [],
  "score": 0,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

12 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

No JSON-LD structured data was detected.

Details

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Visible structured data match scored 0/100 and needs a fix.

Evidence

{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 0/100 and needs a fix.

10 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate, aboutOrContact, policyLinks.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 0/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": false,
    "policyLinks": false
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate",
    "aboutOrContact",
    "policyLinks"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [],
  "contactLinks": [],
  "privacyLinks": [],
  "score": 0,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

8 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

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, JSON-LD structured data.

Details

Why it matters

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

Check name

GEO: Extraction-friendly structure

Score

60/100

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 60/100 and needs improvement.

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 3,
  "schemaBlocks": 0,
  "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",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

Why it matters

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

How to fix

Where natural, rewrite the opening paragraph under these headings as a concise answer: "Recorded Future named a Leader in the 2026 Gartner® Magic Quadrant™ for Cyberthreat Intelligence Technologies", "Explore the intelligence from Recorded Future's Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.", "AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.", "Estimate the potential value your threat intelligence program could realize with Recorded Future.", "Trusted by industry leaders and governments to defend critical infrastructure worldwide.", "See the risks, stop the threats.".

References

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 17,
  "passing": 1,
  "failing": [
    {
      "heading": "Recorded Future named a Leader in the 2026 Gartner® Magic Quadrant™ for Cyberthreat Intelligence Technologies",
      "headingHtml": "<h3 id=\"recorded-future-named-a-leader-in-the-2026-gartner-magic-quadrant-for-cyberthreat-intelligence-technologies\">Recorded Future named a Leader in the 2026 Gartner&#xae; Magic Quadrant&#x2122; for Cyberthreat Intelligence Technologies</h3>",
      "firstParagraph": "Get the report",
      "paragraphHtml": "<p><a href=\"https://go.recordedfuture.com/2026GartnerMQ.html?utm_source=website&amp;utm_medium=direct&amp;utm_campaign=fy26-global-gartnermq&amp;utm_content=homehero\">Get the report</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore the intelligence from Recorded Future's Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.",
      "headingHtml": "<h3 id=\"explore-the-intelligence-from-recorded-futures-insikt-group-annual-threat-landscape-analysis-the-definitive-report-on-how-geopolitical-fragmentation-state-sponsored-operations-and-criminal-ecosystem-evolution-are-reshaping-global-risk\">Explore the intelligence from Recorded Future&apos;s Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.</h3>",
      "firstParagraph": "Download Report",
      "paragraphHtml": "<p><a href=\"/research/state-of-security#download-the-full-report\">Download Report</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.",
      "headingHtml": "<h3 id=\"ai-powered-cyber-defense-lets-you-hunt-continuously-correlate-instantly-and-protect-automatically---all-at-machine-speed\">AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.</h3>",
      "firstParagraph": "Explore Autonomous Threat Operations",
      "paragraphHtml": "<p><a href=\"/products/autonomous-threat-operations?nocache=1759522804252\">Explore Autonomous Threat Operations</a></p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Estimate the potential value your threat intelligence program could realize with Recorded Future.",
      "headingHtml": "<h3 id=\"estimate-the-potential-value-your-threat-intelligence-program-could-realize-with-recorded-future\">Estimate the potential value your threat intelligence program could realize with Recorded Future.</h3>",
      "firstParagraph": "Calculate value",
      "paragraphHtml": "<p><a href=\"https://www.recordedfuture.com/value-calculator?utm_source=website&amp;utm_medium=direct&amp;utm_campaign=fy26-global-value-calculator&amp;utm_content=resources\">Calculate value</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by industry leaders and governments to defend critical infrastructure worldwide.",
      "headingHtml": "<h3 id=\"trusted-by-industry-leaders-and-governments-to-defend-critical-infrastructure-worldwide\">Trusted by industry leaders and governments to defend critical infrastructure worldwide.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "See the risks, stop the threats.",
      "headingHtml": "<h2 id=\"see-the-risks-stop-the-threats\">See the risks, stop the threats.</h2>",
      "firstParagraph": "Quickly connect the dots with industry-leading platform capabilities to identify and neutralize critical threats before they happen.",
      "paragraphHtml": "<p>Quickly connect the dots with industry-leading platform capabilities to identify and neutralize critical threats before they happen.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Precision Intelligence",
      "headingHtml": "<h3 id=\"precision-intelligence\">Precision Intelligence</h3>",
      "firstParagraph": "Access customized, prioritized intelligence for the risks that matter most to you.",
      "paragraphHtml": "<p>Access customized, prioritized intelligence for the risks that matter most to you.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intelligence DNA",
      "headingHtml": "<h3 id=\"intelligence-dna\">Intelligence DNA</h3>",
      "firstParagraph": "Guided by a protect-and-serve ethos, with deep roots in military and intelligence.",
      "paragraphHtml": "<p>Guided by a protect-and-serve ethos, with deep roots in military and intelligence.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Sophisticated pattern-matching algorithms",
      "headingHtml": "<h3 id=\"sophisticated-pattern-matching-algorithms\">Sophisticated pattern-matching algorithms</h3>",
      "firstParagraph": "Track global threats with unmatched accuracy.",
      "paragraphHtml": "<p>Track global threats with unmatched accuracy.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unbiased intel sourcing and analysis",
      "headingHtml": "<h3 id=\"unbiased-intel-sourcing-and-analysis\">Unbiased intel sourcing and analysis</h3>",
      "firstParagraph": "See the complete picture with intelligence from 1M+ sources and expert insights powered by Insikt Group®.",
      "paragraphHtml": "<p>See the complete picture with intelligence from 1M+ sources and expert insights powered by Insikt Group&#xae;.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Stay one step ahead with expert insights.",
      "headingHtml": "<h2 id=\"stay-one-step-ahead-with-expert-insights\">Stay one step ahead with expert insights.</h2>",
      "firstParagraph": "Stay ahead of the ever-evolving threat landscape with our daily snapshot of your most pressing risks.",
      "paragraphHtml": "<p>Stay ahead of the ever-evolving threat landscape with our daily snapshot of your most pressing risks.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Blog",
      "headingHtml": "<h2 id=\"blog\">Blog</h2>",
      "firstParagraph": "View all blogs",
      "paragraphHtml": "<p><a href=\"/blog\">View all blogs</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Research Reports",
      "headingHtml": "<h2 id=\"research-reports\">Research Reports</h2>",
      "firstParagraph": "View all reports",
      "paragraphHtml": "<p><a href=\"/research/intelligence-reports\">View all reports</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Record from Recorded Future News:Unconventional Cyber Stories",
      "headingHtml": "<h3 id=\"the-record-from-recorded-future-newsunconventional-cyber-stories\"><strong>The Record</strong> from Recorded Future News:<br>Unconventional Cyber Stories</h3>",
      "firstParagraph": "Get exclusive, behind-the-scenes access to leaders, policymakers, researchers, and the people in the shadows of the cyber underground. We break news and interview those that matter in the fast-changing field of cybersecurity.",
      "paragraphHtml": "<p>Get exclusive, behind-the-scenes access to leaders, policymakers, researchers, and the people in the shadows of the cyber underground. We break news and interview those that matter in the fast-changing field of cybersecurity.</p>",
      "words": 32,
      "direct": false,
      "issue": "First paragraph is 32 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to know more?",
      "headingHtml": "<h2 id=\"ready-to-know-more\">Ready to know more?</h2>",
      "firstParagraph": "Take the next step to identifying the risks that matter most to your organization. Get the insights you need to make informed, actionable decisions—and stop threats before they strike.",
      "paragraphHtml": "<p>Take the next step to identifying the risks that matter most to your organization. Get the insights you need to make informed, actionable decisions&#x2014;and stop threats before they strike.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join our team.",
      "headingHtml": "<h2 id=\"join-our-team\">Join our team.</h2>",
      "firstParagraph": "We’re always looking to hire people with a passion for threat intelligence and a desire to make a difference. Bring your skills to Recorded Future to help us build a safer world.",
      "paragraphHtml": "<p>We&#x2019;re always looking to hire people with a passion for threat intelligence and a desire to make a difference. Bring your skills to Recorded Future to help us build a safer world.</p>",
      "words": 33,
      "direct": false,
      "issue": "First paragraph is 33 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

4 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

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

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "h2Count": 7,
  "questionH2s": [
    {
      "index": 6,
      "text": "Ready to know more?",
      "isQuestion": true,
      "html": "<h2 id=\"ready-to-know-more\">Ready to know more?</h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

How to fix

References

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": 17,
  "passing": 1,
  "failing": [
    {
      "heading": "Recorded Future named a Leader in the 2026 Gartner® Magic Quadrant™ for Cyberthreat Intelligence Technologies",
      "headingHtml": "<h3 id=\"recorded-future-named-a-leader-in-the-2026-gartner-magic-quadrant-for-cyberthreat-intelligence-technologies\">Recorded Future named a Leader in the 2026 Gartner&#xae; Magic Quadrant&#x2122; for Cyberthreat Intelligence Technologies</h3>",
      "firstParagraph": "Get the report",
      "paragraphHtml": "<p><a href=\"https://go.recordedfuture.com/2026GartnerMQ.html?utm_source=website&amp;utm_medium=direct&amp;utm_campaign=fy26-global-gartnermq&amp;utm_content=homehero\">Get the report</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore the intelligence from Recorded Future's Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.",
      "headingHtml": "<h3 id=\"explore-the-intelligence-from-recorded-futures-insikt-group-annual-threat-landscape-analysis-the-definitive-report-on-how-geopolitical-fragmentation-state-sponsored-operations-and-criminal-ecosystem-evolution-are-reshaping-global-risk\">Explore the intelligence from Recorded Future&apos;s Insikt Group annual threat landscape analysis: the definitive report on how geopolitical fragmentation, state-sponsored operations, and criminal ecosystem evolution are reshaping global risk.</h3>",
      "firstParagraph": "Download Report",
      "paragraphHtml": "<p><a href=\"/research/state-of-security#download-the-full-report\">Download Report</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.",
      "headingHtml": "<h3 id=\"ai-powered-cyber-defense-lets-you-hunt-continuously-correlate-instantly-and-protect-automatically---all-at-machine-speed\">AI-powered cyber defense lets you hunt continuously, correlate instantly, and protect automatically - all at machine speed.</h3>",
      "firstParagraph": "Explore Autonomous Threat Operations",
      "paragraphHtml": "<p><a href=\"/products/autonomous-threat-operations?nocache=1759522804252\">Explore Autonomous Threat Operations</a></p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Estimate the potential value your threat intelligence program could realize with Recorded Future.",
      "headingHtml": "<h3 id=\"estimate-the-potential-value-your-threat-intelligence-program-could-realize-with-recorded-future\">Estimate the potential value your threat intelligence program could realize with Recorded Future.</h3>",
      "firstParagraph": "Calculate value",
      "paragraphHtml": "<p><a href=\"https://www.recordedfuture.com/value-calculator?utm_source=website&amp;utm_medium=direct&amp;utm_campaign=fy26-global-value-calculator&amp;utm_content=resources\">Calculate value</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by industry leaders and governments to defend critical infrastructure worldwide.",
      "headingHtml": "<h3 id=\"trusted-by-industry-leaders-and-governments-to-defend-critical-infrastructure-worldwide\">Trusted by industry leaders and governments to defend critical infrastructure worldwide.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "See the risks, stop the threats.",
      "headingHtml": "<h2 id=\"see-the-risks-stop-the-threats\">See the risks, stop the threats.</h2>",
      "firstParagraph": "Quickly connect the dots with industry-leading platform capabilities to identify and neutralize critical threats before they happen.",
      "paragraphHtml": "<p>Quickly connect the dots with industry-leading platform capabilities to identify and neutralize critical threats before they happen.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Precision Intelligence",
      "headingHtml": "<h3 id=\"precision-intelligence\">Precision Intelligence</h3>",
      "firstParagraph": "Access customized, prioritized intelligence for the risks that matter most to you.",
      "paragraphHtml": "<p>Access customized, prioritized intelligence for the risks that matter most to you.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intelligence DNA",
      "headingHtml": "<h3 id=\"intelligence-dna\">Intelligence DNA</h3>",
      "firstParagraph": "Guided by a protect-and-serve ethos, with deep roots in military and intelligence.",
      "paragraphHtml": "<p>Guided by a protect-and-serve ethos, with deep roots in military and intelligence.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Sophisticated pattern-matching algorithms",
      "headingHtml": "<h3 id=\"sophisticated-pattern-matching-algorithms\">Sophisticated pattern-matching algorithms</h3>",
      "firstParagraph": "Track global threats with unmatched accuracy.",
      "paragraphHtml": "<p>Track global threats with unmatched accuracy.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unbiased intel sourcing and analysis",
      "headingHtml": "<h3 id=\"unbiased-intel-sourcing-and-analysis\">Unbiased intel sourcing and analysis</h3>",
      "firstParagraph": "See the complete picture with intelligence from 1M+ sources and expert insights powered by Insikt Group®.",
      "paragraphHtml": "<p>See the complete picture with intelligence from 1M+ sources and expert insights powered by Insikt Group&#xae;.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Stay one step ahead with expert insights.",
      "headingHtml": "<h2 id=\"stay-one-step-ahead-with-expert-insights\">Stay one step ahead with expert insights.</h2>",
      "firstParagraph": "Stay ahead of the ever-evolving threat landscape with our daily snapshot of your most pressing risks.",
      "paragraphHtml": "<p>Stay ahead of the ever-evolving threat landscape with our daily snapshot of your most pressing risks.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Blog",
      "headingHtml": "<h2 id=\"blog\">Blog</h2>",
      "firstParagraph": "View all blogs",
      "paragraphHtml": "<p><a href=\"/blog\">View all blogs</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Research Reports",
      "headingHtml": "<h2 id=\"research-reports\">Research Reports</h2>",
      "firstParagraph": "View all reports",
      "paragraphHtml": "<p><a href=\"/research/intelligence-reports\">View all reports</a></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Record from Recorded Future News:Unconventional Cyber Stories",
      "headingHtml": "<h3 id=\"the-record-from-recorded-future-newsunconventional-cyber-stories\"><strong>The Record</strong> from Recorded Future News:<br>Unconventional Cyber Stories</h3>",
      "firstParagraph": "Get exclusive, behind-the-scenes access to leaders, policymakers, researchers, and the people in the shadows of the cyber underground. We break news and interview those that matter in the fast-changing field of cybersecurity.",
      "paragraphHtml": "<p>Get exclusive, behind-the-scenes access to leaders, policymakers, researchers, and the people in the shadows of the cyber underground. We break news and interview those that matter in the fast-changing field of cybersecurity.</p>",
      "words": 32,
      "direct": false,
      "issue": "First paragraph is 32 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to know more?",
      "headingHtml": "<h2 id=\"ready-to-know-more\">Ready to know more?</h2>",
      "firstParagraph": "Take the next step to identifying the risks that matter most to your organization. Get the insights you need to make informed, actionable decisions—and stop threats before they strike.",
      "paragraphHtml": "<p>Take the next step to identifying the risks that matter most to your organization. Get the insights you need to make informed, actionable decisions&#x2014;and stop threats before they strike.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join our team.",
      "headingHtml": "<h2 id=\"join-our-team\">Join our team.</h2>",
      "firstParagraph": "We’re always looking to hire people with a passion for threat intelligence and a desire to make a difference. Bring your skills to Recorded Future to help us build a safer world.",
      "paragraphHtml": "<p>We&#x2019;re always looking to hire people with a passion for threat intelligence and a desire to make a difference. Bring your skills to Recorded Future to help us build a safer world.</p>",
      "words": 33,
      "direct": false,
      "issue": "First paragraph is 33 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

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

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "See the risks, stop the threats.",
      "html": "<h2 id=\"see-the-risks-stop-the-threats\">See the risks, stop the threats.</h2>"
    },
    {
      "text": "Your mission, our expertise.",
      "html": "<h2 id=\"your-mission-our-expertise\">Your mission, our expertise.</h2>"
    },
    {
      "text": "Stay one step ahead with expert insights.",
      "html": "<h2 id=\"stay-one-step-ahead-with-expert-insights\">Stay one step ahead with expert insights.</h2>"
    },
    {
      "text": "Blog",
      "html": "<h2 id=\"blog\">Blog</h2>"
    },
    {
      "text": "Research Reports",
      "html": "<h2 id=\"research-reports\">Research Reports</h2>"
    },
    {
      "text": "Ready to know more?",
      "html": "<h2 id=\"ready-to-know-more\">Ready to know more?</h2>"
    },
    {
      "text": "Join our team.",
      "html": "<h2 id=\"join-our-team\">Join our team.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Advanced Cyber Threat Intelligence work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Advanced Cyber Threat Intelligence free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Advanced Cyber Threat Intelligence compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Advanced Cyber Threat Intelligence work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Advanced Cyber Threat Intelligence free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Advanced Cyber Threat Intelligence compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 4761
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 4761
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 4761
          }
        ]
      },
      "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

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "See the risks, stop the threats.",
      "html": "<h2 id=\"see-the-risks-stop-the-threats\">See the risks, stop the threats.</h2>"
    },
    {
      "text": "Your mission, our expertise.",
      "html": "<h2 id=\"your-mission-our-expertise\">Your mission, our expertise.</h2>"
    },
    {
      "text": "Stay one step ahead with expert insights.",
      "html": "<h2 id=\"stay-one-step-ahead-with-expert-insights\">Stay one step ahead with expert insights.</h2>"
    },
    {
      "text": "Blog",
      "html": "<h2 id=\"blog\">Blog</h2>"
    },
    {
      "text": "Research Reports",
      "html": "<h2 id=\"research-reports\">Research Reports</h2>"
    },
    {
      "text": "Ready to know more?",
      "html": "<h2 id=\"ready-to-know-more\">Ready to know more?</h2>"
    },
    {
      "text": "Join our team.",
      "html": "<h2 id=\"join-our-team\">Join our team.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Advanced Cyber Threat Intelligence work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Advanced Cyber Threat Intelligence free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Advanced Cyber Threat Intelligence compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Advanced Cyber Threat Intelligence work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Advanced Cyber Threat Intelligence?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Advanced Cyber Threat Intelligence free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Advanced Cyber Threat Intelligence compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

17 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

References

https://web.dev/learn/performance/

Evidence

{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

Performance and AccessibilityPerformanceBrowser audit

Minify JavaScript

17 Warning

Check name

Minify JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 12 KiB

Fix guidance

Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 12 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

4 Fail

Check name

Loading performance

Score

88/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

References

https://web.dev/learn/performance/

Evidence

{
  "checks": [
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 24
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 99,
      "displayValue": "0.6 s",
      "numericValue": 551.202537193639
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 98,
      "displayValue": "1.6 s",
      "numericValue": 1613.316978346251
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 21,
      "displayValue": "3.3 s",
      "numericValue": 3255.6096473114662
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 0 ms",
      "numericValue": 2
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 87,
      "displayValue": "1.3 s",
      "numericValue": 1290.387116400033
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 7.22571
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 97,
      "displayValue": "100 ms",
      "numericValue": 98
    }
  ]
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 8, 2026	54/100	Level 3, Bot-Aware	Current report