CanAgentUse

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https://snyk.io/

SCANNED

Jun 8, 2026, 9:08 PM

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https://snyk.io/

SCANNED

Jun 8, 2026, 9:08:01 PMJun 8, 2026, 9:08 PM

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63/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Snyk AI Security Fabric | Secure Code, Models & Agents | Snyk

Snyk is the AI Security Fabric. Secure at inception with continuous, autonomous defense for AI-generated code and AI-native apps. Unleash AI innovation securely. Book a demo.

Next step

Turn this report into a fix workflow

23 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
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	43	Priority fix	8	15	0	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	50	Needs work	3	7	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	6	Priority fix	4	29	3	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	81	Mostly ready	8	2	10	View details
GEO Readiness	89	Mostly ready	2	0	4
AIO Readiness	80	Mostly ready	3	1	3	View details
AEO Readiness	73	Needs work	3	1	3	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	100	Strong	9	0	0
Security & Trust	100	Strong	5	0	0
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	82	Mostly ready	19	3	1	View details
Performance	73	Needs work	10	3	1	View details
Accessibility	100	Strong	9	0	0

Prioritized recommendations

Issues ranked by score impact

41 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><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

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": [
    "Organization"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 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."
    }
  ]
}

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. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
          },
          {
            "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": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
          },
          {
            "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": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
          },
          {
            "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": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": null,
            "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": null,
            "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": 200,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"p-fd73a9912be485fb1c8fed147ada94\" lang=\"en\" class=\"straight-corners theme-clean tint sidebar-default sidebar-list-default links-default depth-subtle __variable_a9e8cf sheet-open:gutter-stable\"><head><meta charSet=\"utf-8\"/><link rel=\"preconnect\" href=\"https://static-2v.gitbook.com\" crossorigin=\"\"/><link rel=\"preconnect\" href=\"https://fonts.gitbook.com\"/><link rel=\"preconnect\" href=\"https://api.gitbook.com/cache/\"/><link rel=\"preconnect\" href=\"https://ka-p.fontawesome.com/releases/v7.2.0/\"/><link rel=\"preconnect\" href=\"https://static-2v.gitbook.com\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, viewport-fit=cover\"/><link rel=\"preload\" href=\"https://fonts.gitbook.com/font/custom/-M4tdxG8qotLgGZnLpFR/7533724/geist-regular.woff2\" as=\"font"
          }
        ]
      },
      "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

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 DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

33 Fail

Needs attention

Content freshness signals

Failed check

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; 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

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence

{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

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
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

33 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": 74474
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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".

33 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".
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": 15616,
        "excerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Snyk AI Security Fabric | Secure Code, Models &amp; Agents | Sny",
        "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 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": 74474
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

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": "snyk.io",
        "probes": [
          {
            "name": "_index._agents.snyk.io",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.snyk.io",
            "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": "snyk.io",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<select name="locale-selector"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 135,
        "interactiveWithTags": 0,
        "totalCount": 135,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select name=\"locale-selector\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 1,
        "issues": [
          "<select name=\"locale-selector\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<select name=\"locale-selector\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 135,
        "interactiveWithTags": 0,
        "totalCount": 135,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select name=\"locale-selector\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 0,
    "formsWithTags": 0,
    "totalInteractive": 135,
    "interactiveWithTags": 0,
    "totalCount": 135,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<select name=\"locale-selector\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 40/100 and needs a fix.

9 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

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

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Source and trust signals scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about/leadership/",
      "text": "LeadershipMeet our leaders",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/about/leadership/\"><i class=\"general-icon icon-leadership\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Leadership</p><p class=\"submenu-link-desc\">Meet our leaders</p></div></a>"
    },
    {
      "href": "/about/",
      "text": "About Snyk",
      "html": "<a class=\"d-block\" href=\"/about/\">About Snyk</a>"
    },
    {
      "href": "https://www.linkedin.com/company/snyk",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/snyk\" target=\"_blank\" rel=\"noopener\" aria-label=\"linkedin\"><i title=\"linkedin\" class=\"general-icon icon-linkedin share-this-icon\"></i></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/ethical-hacking-resources/",
      "text": "Ethical HackingHow ethical hacking can help you",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/ethical-hacking-resources/\"><i class=\"general-icon icon-lock-heart\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Ethical Hacking</p><p class=\"submenu-link-desc\">How ethical hacking can help you</p></div></a>"
    },
    {
      "href": "https://support.snyk.io/s/",
      "text": "Snyk SupportHow can we help?",
      "html": "<a href=\"https://support.snyk.io/s/\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"submenu-link link-external\" data-is-last=\"false\"><i class=\"general-icon icon-snyk-support\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Snyk Support</p><p class=\"submenu-link-desc\">How can we help?</p></div></a>"
    },
    {
      "href": "/customers/",
      "text": "Our CustomersWe help customers save time and money",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/customers/\"><i class=\"general-icon icon-customers\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Our Customers</p><p class=\"submenu-link-desc\">We help customers save time and money</p></div></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact UsGet in touch with any feedback or questions",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/contact-us/\"><i class=\"general-icon icon-contact\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Contact Us</p><p class=\"submenu-link-desc\">Get in touch with any feedback or questions</p></div></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact us",
      "html": "<a class=\"button tertiary max-w-full marg-t-auto\" title=\"Contact us\" data-component=\"Next Link\" href=\"/contact-us/\">Contact us</a>"
    },
    {
      "href": "https://support.snyk.io/s/",
      "text": "Snyk Support",
      "html": "<a href=\"https://support.snyk.io/s/\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"d-block\">Snyk Support</a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a class=\"d-block\" href=\"/contact-us/\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/policies/terms-of-service/",
      "text": "Legal terms",
      "html": "<a href=\"/policies/terms-of-service/\" target=\"_blank\">Legal terms</a>"
    },
    {
      "href": "/policies/privacy/",
      "text": "Privacy Notice",
      "html": "<a href=\"/policies/privacy/\" target=\"_blank\">Privacy Notice</a>"
    },
    {
      "href": "/policies/website-terms-of-use/",
      "text": "Terms of use",
      "html": "<a href=\"/policies/website-terms-of-use/\" target=\"_blank\">Terms of use</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 40/100 and needs a fix.

8 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

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

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about/leadership/",
      "text": "LeadershipMeet our leaders",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/about/leadership/\"><i class=\"general-icon icon-leadership\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Leadership</p><p class=\"submenu-link-desc\">Meet our leaders</p></div></a>"
    },
    {
      "href": "/about/",
      "text": "About Snyk",
      "html": "<a class=\"d-block\" href=\"/about/\">About Snyk</a>"
    },
    {
      "href": "https://www.linkedin.com/company/snyk",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/snyk\" target=\"_blank\" rel=\"noopener\" aria-label=\"linkedin\"><i title=\"linkedin\" class=\"general-icon icon-linkedin share-this-icon\"></i></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/ethical-hacking-resources/",
      "text": "Ethical HackingHow ethical hacking can help you",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/ethical-hacking-resources/\"><i class=\"general-icon icon-lock-heart\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Ethical Hacking</p><p class=\"submenu-link-desc\">How ethical hacking can help you</p></div></a>"
    },
    {
      "href": "https://support.snyk.io/s/",
      "text": "Snyk SupportHow can we help?",
      "html": "<a href=\"https://support.snyk.io/s/\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"submenu-link link-external\" data-is-last=\"false\"><i class=\"general-icon icon-snyk-support\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Snyk Support</p><p class=\"submenu-link-desc\">How can we help?</p></div></a>"
    },
    {
      "href": "/customers/",
      "text": "Our CustomersWe help customers save time and money",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/customers/\"><i class=\"general-icon icon-customers\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Our Customers</p><p class=\"submenu-link-desc\">We help customers save time and money</p></div></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact UsGet in touch with any feedback or questions",
      "html": "<a class=\"submenu-link\" data-is-last=\"false\" href=\"/contact-us/\"><i class=\"general-icon icon-contact\"></i><div class=\"submenu-link-copy\"><p class=\"submenu-link-label\">Contact Us</p><p class=\"submenu-link-desc\">Get in touch with any feedback or questions</p></div></a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact us",
      "html": "<a class=\"button tertiary max-w-full marg-t-auto\" title=\"Contact us\" data-component=\"Next Link\" href=\"/contact-us/\">Contact us</a>"
    },
    {
      "href": "https://support.snyk.io/s/",
      "text": "Snyk Support",
      "html": "<a href=\"https://support.snyk.io/s/\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"d-block\">Snyk Support</a>"
    },
    {
      "href": "/contact-us/",
      "text": "Contact Us",
      "html": "<a class=\"d-block\" href=\"/contact-us/\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/policies/terms-of-service/",
      "text": "Legal terms",
      "html": "<a href=\"/policies/terms-of-service/\" target=\"_blank\">Legal terms</a>"
    },
    {
      "href": "/policies/privacy/",
      "text": "Privacy Notice",
      "html": "<a href=\"/policies/privacy/\" target=\"_blank\">Privacy Notice</a>"
    },
    {
      "href": "/policies/website-terms-of-use/",
      "text": "Terms of use",
      "html": "<a href=\"/policies/website-terms-of-use/\" target=\"_blank\">Terms of use</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

6 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 16,
  "passing": 2,
  "failing": [
    {
      "heading": "Patched & Dispatched",
      "headingHtml": "<h2 class=\"txt-headline-small\">Patched &amp; Dispatched</h2>",
      "firstParagraph": "Your monthly roundup of Snyk content – the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.",
      "paragraphHtml": "<p>Your <!-- -->monthly<!-- --> roundup of Snyk content &#x2013; the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unleash AI Innovators Securely",
      "headingHtml": "<h2 class=\"txt-headline-small txt-ui-hero\" data-component=\"Title\">Unleash AI Innovators Securely</h2>",
      "firstParagraph": "A new autonomous defense architecture designed for an era where code creation has accelerated beyond human capacity. Weave an invisible, intelligent layer of defense into every creation.",
      "paragraphHtml": "<p>A new autonomous defense architecture designed for an era where code creation has accelerated beyond human capacity. Weave an invisible, intelligent layer of defense into every creation.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why customers trust Snyk",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Why customers trust Snyk</h2>",
      "firstParagraph": "Yalo",
      "paragraphHtml": "<p class=\"tab-label\">Yalo</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "No one solves for AI alone",
      "headingHtml": "<h2 class=\"txt-section-title\" data-component=\"Title\">No one solves for AI alone</h2>",
      "firstParagraph": "It takes an ecosystem to bring secure AI solutions to life. Learn more about technology integrations with your existing tools and workflows.",
      "paragraphHtml": "<p>It takes an ecosystem to bring secure AI solutions to life. Learn more about technology integrations with your existing tools and workflows.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore resources",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Explore resources</h2>",
      "firstParagraph": "Guide",
      "paragraphHtml": "<p class=\"txt-mini-header-small txt-ui-headline\" data-component=\"Mini Header\">Guide</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Snyk reduces app risk and unleashes developer productivity",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Snyk reduces app risk and unleashes developer productivity</h2>",
      "firstParagraph": "Start securing AI-generated code in minutes, or book a demo to see how Snyk can fit your developer security use cases.",
      "paragraphHtml": "<p>Start securing AI-generated code in minutes, or book a demo to see how Snyk can fit your developer security use cases.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Try Snyk for free",
      "headingHtml": "<h2 class=\"txt-headline-small pad-t-extra-small\" data-component=\"Title\">Try Snyk for free</h2>",
      "firstParagraph": "Create your free Snyk account to start securing AI-generated code in minutes.",
      "paragraphHtml": "<p>Create your free Snyk account to start securing AI-generated code in minutes. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Get in touch",
      "headingHtml": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">Get in touch</h2>",
      "firstParagraph": "We would be happy to hear from you about any feedback or questions about Snyk and how it works.",
      "paragraphHtml": "<p>We would be happy to hear from you about any feedback or questions about Snyk and how it works.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Platform</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Our Resources",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Our Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Knowledge & Docs",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Knowledge &amp; Docs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company & Community",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Company &amp; Community</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Why Snyk",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Why Snyk</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Patched & Dispatched",
      "headingHtml": "<h2 class=\"txt-headline-small txt-ui-text\">Patched &amp; Dispatched</h2>",
      "firstParagraph": "Your monthly roundup of Snyk content – the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.",
      "paragraphHtml": "<p>Your <!-- -->monthly<!-- --> roundup of Snyk content &#x2013; the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

2 explanatory paragraph(s) could be stronger for citation or AI extraction.

Details

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "candidatePassages": 2,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 150,
      "heading": "H2: Why customers trust Snyk",
      "text": "“Every company is moving toward AI, and security has to move with it. Snyk is ready to support our AI initiatives by protecting us as we adopt and experiment with AI. That's exactly the kind of partner we want for this next phase.”",
      "words": 43,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>&#x201c;Every company is moving toward AI, and security has to move with it. Snyk is ready to support our AI initiatives by protecting us as we adopt and experiment with AI. That&apos;s exactly the kind of partner we want for this next phase.&#x201d;</p>"
    },
    {
      "index": 165,
      "heading": "H2: Why customers trust Snyk",
      "text": "“To innovate securely with AI, companies need to adopt AI thoughtfully and delegate tasks that AI can do best. And I believe Snyk will support that by delivering industry-leading AI models and keeping them on the bleeding edge of security innovation.”",
      "words": 41,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (41 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>&#x201c;To innovate securely with AI, companies need to adopt AI thoughtfully and delegate tasks that AI can do best. And I believe Snyk will support that by delivering industry-leading AI models and keeping them on the bleeding edge of security innovation.&#x201d;</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 16,
  "passing": 2,
  "failing": [
    {
      "heading": "Patched & Dispatched",
      "headingHtml": "<h2 class=\"txt-headline-small\">Patched &amp; Dispatched</h2>",
      "firstParagraph": "Your monthly roundup of Snyk content – the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.",
      "paragraphHtml": "<p>Your <!-- -->monthly<!-- --> roundup of Snyk content &#x2013; the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unleash AI Innovators Securely",
      "headingHtml": "<h2 class=\"txt-headline-small txt-ui-hero\" data-component=\"Title\">Unleash AI Innovators Securely</h2>",
      "firstParagraph": "A new autonomous defense architecture designed for an era where code creation has accelerated beyond human capacity. Weave an invisible, intelligent layer of defense into every creation.",
      "paragraphHtml": "<p>A new autonomous defense architecture designed for an era where code creation has accelerated beyond human capacity. Weave an invisible, intelligent layer of defense into every creation.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why customers trust Snyk",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Why customers trust Snyk</h2>",
      "firstParagraph": "Yalo",
      "paragraphHtml": "<p class=\"tab-label\">Yalo</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "No one solves for AI alone",
      "headingHtml": "<h2 class=\"txt-section-title\" data-component=\"Title\">No one solves for AI alone</h2>",
      "firstParagraph": "It takes an ecosystem to bring secure AI solutions to life. Learn more about technology integrations with your existing tools and workflows.",
      "paragraphHtml": "<p>It takes an ecosystem to bring secure AI solutions to life. Learn more about technology integrations with your existing tools and workflows.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore resources",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Explore resources</h2>",
      "firstParagraph": "Guide",
      "paragraphHtml": "<p class=\"txt-mini-header-small txt-ui-headline\" data-component=\"Mini Header\">Guide</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Snyk reduces app risk and unleashes developer productivity",
      "headingHtml": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Snyk reduces app risk and unleashes developer productivity</h2>",
      "firstParagraph": "Start securing AI-generated code in minutes, or book a demo to see how Snyk can fit your developer security use cases.",
      "paragraphHtml": "<p>Start securing AI-generated code in minutes, or book a demo to see how Snyk can fit your developer security use cases.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Try Snyk for free",
      "headingHtml": "<h2 class=\"txt-headline-small pad-t-extra-small\" data-component=\"Title\">Try Snyk for free</h2>",
      "firstParagraph": "Create your free Snyk account to start securing AI-generated code in minutes.",
      "paragraphHtml": "<p>Create your free Snyk account to start securing AI-generated code in minutes. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Get in touch",
      "headingHtml": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">Get in touch</h2>",
      "firstParagraph": "We would be happy to hear from you about any feedback or questions about Snyk and how it works.",
      "paragraphHtml": "<p>We would be happy to hear from you about any feedback or questions about Snyk and how it works.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Platform</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Our Resources",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Our Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Knowledge & Docs",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Knowledge &amp; Docs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company & Community",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Company &amp; Community</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Why Snyk",
      "headingHtml": "<h2 class=\"footer-column-title txt-mini-header-small\">Why Snyk</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Patched & Dispatched",
      "headingHtml": "<h2 class=\"txt-headline-small txt-ui-text\">Patched &amp; Dispatched</h2>",
      "firstParagraph": "Your monthly roundup of Snyk content – the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.",
      "paragraphHtml": "<p>Your <!-- -->monthly<!-- --> roundup of Snyk content &#x2013; the latest insights patched in, dispatched straight to your inbox. No fluff. Just the good stuff.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 75/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

54 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) 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: Page experience for AIO

Score

75/100

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 75/100 and needs improvement.

Evidence

{
  "viewportContent": "width=device-width",
  "visibleWords": 1340,
  "htmlBytes": 200396,
  "imagesMissingDimensions": [
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1773757842%2Fevo-og-image_hqmx8a_zrr7wg.png&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-fit-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(min-width: 980px) 50vw, 100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1773757842%2Fevo-og-image_hqmx8a_zrr7wg.png&amp;w=384&amp;q=75 384w, /_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1773757842%2Fevo-og-image_hqmx8a_zrr7wg.png&a..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1780585961%2FAI_Eng_World_s_Fair_Web_Nav_4_plvngp.png&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-fit-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(min-width: 980px) 50vw, 100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1780585961%2FAI_Eng_World_s_Fair_Web_Nav_4_plvngp.png&amp;w=384&amp;q=75 384w, /_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1780585961%2FAI_Eng_World_s_Fair_We..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1779824770%2Fsnyk-cos-resource-img_s7tdrt.png&w=2560&q=75",
      "width": "",
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      "html": "<img alt=\"Jaguar Land Rover logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-default\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1713192738/website-customer-logos/logo-jaguar-land-rover-corporate.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1741964451/website-customer-logos/logo-jaguar-land-rover-corporate-dark-mode.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Jaguar Land Rover logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1741964451/website-customer-logos/logo-jaguar-land-rover-corporate-dark-mode.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1770046668/logo-labelbox-darkmode_o1nzse.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"LabelBox logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1770046668/logo-labelbox-darkmode_o1nzse.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1646597794/wordpress-sync/Manulife_logo.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Manulife logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-default\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1646597794/wordpress-sync/Manulife_logo.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1741964473/website-customer-logos/logo-manulife-dark-mode.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Manulife logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1741964473/website-customer-logos/logo-manulife-dark-mode.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1685113188/logo-spotify.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Spotify logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-default\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1685113188/logo-spotify.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1741964478/website-customer-logos/logo-spotify-dark-mode.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Spotify logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1741964478/website-customer-logos/logo-spotify-dark-mode.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1713192738/website-customer-logos/logo-kroger.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Kroger logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-default\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1713192738/website-customer-logos/logo-kroger.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1741964452/website-customer-logos/logo-kroger-dark-mode.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Kroger logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1741964452/website-customer-logos/logo-kroger-dark-mode.svg\">"
    },
    {
      "src": "https://res.cloudinary.com/snyk/image/upload/v1770046668/logo-wex-darkmode_ta4qxf.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Wex logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"logo-dark\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://res.cloudinary.com/snyk/image/upload/v1770046668/logo-wex-darkmode_ta4qxf.svg\">"
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046006%2FCISO-GUIDE_kffrnm.png&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"card-bg-image-asset\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 960px) 100vw, 50vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046006%2FCISO-GUIDE_kffrnm.png&amp;w=384&amp;q=75 384w, /_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046006%2FCISO-GUIDE_kffrnm.png&amp;w=580&amp;q=..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770131197%2F2026-ai-report_f65o1i.png&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"card-bg-image-asset\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 960px) 100vw, 50vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770131197%2F2026-ai-report_f65o1i.png&amp;w=384&amp;q=75 384w, /_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770131197%2F2026-ai-report_f65o1i.png&amp;w=58..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046007%2Ftotal-impact-of-snyk_ezjnhm.png&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"card-bg-image-asset\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 960px) 100vw, 50vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046007%2Ftotal-impact-of-snyk_ezjnhm.png&amp;w=384&amp;q=75 384w, /_next/image/?url=https%3A%2F%2Fres.cloudinary.com%2Fsnyk%2Fimage%2Fupload%2Fv1770046007%2Ftotal-impact-of-snyk_ezjnhm...."
    }
  ],
  "possibleDialogs": [
    "<div id=\"modal-root\"></div>"
  ],
  "score": 75,
  "weight": 10
}

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

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.

Details

Why it matters

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": true,
  "definitionPatterns": 12,
  "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"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 89/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: models, agents, introducing.

Details

Why it matters

Check name

GEO: Entity clarity

Score

89/100

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 89/100 and needs improvement.

Evidence

{
  "title": "Snyk AI Security Fabric | Secure Code, Models & Agents | Snyk",
  "h1": "Introducing the AI Security Fabric",
  "description": "Snyk is the AI Security Fabric. Secure at inception with continuous, autonomous defense for AI-generated code and AI-native apps. Unleash AI innovation securely. Book a demo.",
  "topicOverlap": 0.625,
  "topicTerms": [
    "snyk",
    "security",
    "fabric",
    "secure",
    "code",
    "models",
    "agents",
    "introducing"
  ],
  "descriptionTerms": [
    "snyk",
    "security",
    "fabric",
    "secure",
    "inception",
    "continuous",
    "autonomous",
    "defense",
    "generated",
    "code",
    "native",
    "apps",
    "unleash",
    "innovation",
    "securely",
    "book",
    "demo"
  ],
  "missingFromDescription": [
    "models",
    "agents",
    "introducing"
  ],
  "score": 89,
  "weight": 28
}

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, 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": "Patched & Dispatched",
      "html": "<h2 class=\"txt-headline-small\">Patched &amp; Dispatched</h2>"
    },
    {
      "text": "Unleash AI Innovators Securely",
      "html": "<h2 class=\"txt-headline-small txt-ui-hero\" data-component=\"Title\">Unleash AI Innovators Securely</h2>"
    },
    {
      "text": "The Snyk AI Security Platform",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">The Snyk AI Security Platform</h2>"
    },
    {
      "text": "Why customers trust Snyk",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Why customers trust Snyk</h2>"
    },
    {
      "text": "No one solves for AI alone",
      "html": "<h2 class=\"txt-section-title\" data-component=\"Title\">No one solves for AI alone</h2>"
    },
    {
      "text": "Explore resources",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Explore resources</h2>"
    },
    {
      "text": "Snyk reduces app risk and unleashes developer productivity",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Snyk reduces app risk and unleashes developer productivity</h2>"
    },
    {
      "text": "Try Snyk for free",
      "html": "<h2 class=\"txt-headline-small pad-t-extra-small\" data-component=\"Title\">Try Snyk for free</h2>"
    },
    {
      "text": "See Snyk in action",
      "html": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">See Snyk in action</h2>"
    },
    {
      "text": "Get in touch",
      "html": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">Get in touch</h2>"
    },
    {
      "text": "Platform",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Platform</h2>"
    },
    {
      "text": "Our Resources",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Our Resources</h2>"
    },
    {
      "text": "Knowledge & Docs",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Knowledge &amp; Docs</h2>"
    },
    {
      "text": "Company & Community",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Company &amp; Community</h2>"
    },
    {
      "text": "Why Snyk",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Why Snyk</h2>"
    },
    {
      "text": "Patched & Dispatched",
      "html": "<h2 class=\"txt-headline-small txt-ui-text\">Patched &amp; Dispatched</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Snyk AI Security Fabric work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Snyk AI Security Fabric free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Snyk AI Security Fabric compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Snyk AI Security Fabric work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Snyk AI Security Fabric 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": null,
            "length": 0
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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, 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": "Patched & Dispatched",
      "html": "<h2 class=\"txt-headline-small\">Patched &amp; Dispatched</h2>"
    },
    {
      "text": "Unleash AI Innovators Securely",
      "html": "<h2 class=\"txt-headline-small txt-ui-hero\" data-component=\"Title\">Unleash AI Innovators Securely</h2>"
    },
    {
      "text": "The Snyk AI Security Platform",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">The Snyk AI Security Platform</h2>"
    },
    {
      "text": "Why customers trust Snyk",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Why customers trust Snyk</h2>"
    },
    {
      "text": "No one solves for AI alone",
      "html": "<h2 class=\"txt-section-title\" data-component=\"Title\">No one solves for AI alone</h2>"
    },
    {
      "text": "Explore resources",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Explore resources</h2>"
    },
    {
      "text": "Snyk reduces app risk and unleashes developer productivity",
      "html": "<h2 class=\"txt-section-title marg-h-auto\" data-component=\"Title\">Snyk reduces app risk and unleashes developer productivity</h2>"
    },
    {
      "text": "Try Snyk for free",
      "html": "<h2 class=\"txt-headline-small pad-t-extra-small\" data-component=\"Title\">Try Snyk for free</h2>"
    },
    {
      "text": "See Snyk in action",
      "html": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">See Snyk in action</h2>"
    },
    {
      "text": "Get in touch",
      "html": "<h2 class=\"txt-subhead txt-theme-solid\" data-component=\"Title\">Get in touch</h2>"
    },
    {
      "text": "Platform",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Platform</h2>"
    },
    {
      "text": "Our Resources",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Our Resources</h2>"
    },
    {
      "text": "Knowledge & Docs",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Knowledge &amp; Docs</h2>"
    },
    {
      "text": "Company & Community",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Company &amp; Community</h2>"
    },
    {
      "text": "Why Snyk",
      "html": "<h2 class=\"footer-column-title txt-mini-header-small\">Why Snyk</h2>"
    },
    {
      "text": "Patched & Dispatched",
      "html": "<h2 class=\"txt-headline-small txt-ui-text\">Patched &amp; Dispatched</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Snyk AI Security Fabric work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Snyk AI Security Fabric free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Snyk AI Security Fabric compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Snyk AI Security Fabric?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Snyk AI Security Fabric work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Snyk AI Security Fabric 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

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; missing supported identity type language; missing credential type language.

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 74474,
        "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; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 73622,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/title",
            "/_next/static/media/illustration-404-patch.dba83e71.svg",
            "/_next/static/media/22a5144ee8d83bca-s.p.woff2",
            "/woff2",
            "/_next/static/media/f5271587012faf78-s.p.woff2",
            "/woff2",
            "/_next/static/css/62953acf45c40a36.css",
            "/script",
            "/(",
            "/i.test(new"
          ],
          "rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
        }
      },
      "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; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 74474,
        "text": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObject']=q;w[q]=w[q]||function(){\n\t\t\t\t\t\t(w[q].q=w[q].q||[]).push(arguments)};})(window,'qualified')\n\t\t\t\t\t</script><script id=\"snyk-qualified-cta-tracking\" data-nscript=\"beforeInteractive\">\n(function () {\n\tvar HANDLED = \"__snykQualifiedCtaHandled\";\n\tvar MAX_ATTEMPTS = 20;\n\n\tfunction isQualifiedLink(el) {\n\t\ttry {\n\t\t\treturn /(^|\\.)qualified\\.com$/i.test(new URL(el.href).hostname);\n\t\t} catch (error) {\n\t\t\treturn false;\n\t\t}\n\t}\n\n\tfunction getCtaName(el) {\n\t\treturn (\n\t\t\tel.getAttribute(\"aria-label\") ||\n\t\t\tel.getAttribute(\"title\") ||\n\t\t\t(el.textContent || \"\").replace(/\\s+/g, \" \").trim() ||\n\t\t\t\"logo-image\"\n\t\t);\n\t}\n\n\tfunction track(payload, attempts) {\n\t\tif (window.analytics && typeof window.analytics.track === \"function\") {\n\t\t\twindow.analytics.track(\"cta_click\", payload);\n\t\t} else if (attempts < MAX_ATTEMPTS) {\n\t\t\twindow.setTimeout(function () { track(payload, attempts + 1); }, 500);\n\t\t}\n\t}\n\n\twindow.addEventListener(\n\t\t\"click\",\n\t\tfunction (event) {\n\t\t\tvar el =\n\t\t\t\tevent.target && event.target.closest\n\t\t\t\t\t? event.target.closest(\"a[href]\")\n\t\t\t\t\t: null;\n\t\t\tif (!el || !isQualifiedLink(el)) return;\n\n\t\t\t// Defer so React's bubble-phase onClick can run first when Qualified does\n\t\t\t// not block propagation; only emit when it didn't (avoids duplicates).\n\t\t\twindow.setTimeout(function () {\n\t\t\t\tif (event[HANDLED]) return;\n\t\t\t\tvar pageData = window.__snykPageData || {};\n\t\t\t\ttrack(\n\t\t\t\t\tObject.assign({}, pageData, {\n\t\t\t\t\t\tcta_location: pageData.cta_location || \"Content\",\n\t\t\t\t\t\tcta_name: getCtaName(el),\n\t\t\t\t\t\tcta_type: \"Outbound_link\",\n\t\t\t\t\t\tlink_url: el.getAttribute(\"href\") || el.href,\n\t\t\t\t\t\toutbound: 1,\n\t\t\t\t\t}),\n\t\t\t\t\t0,\n\t\t\t\t);\n\t\t\t}, 0);\n\t\t},\n\t\ttrue,\n\t);\n})();\n</script><script id=\"google-tag-manager-datalayer-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t// create dataLayer\n\t\t\t\t\t\twindow.dataLayer = window.dataLayer || [];\n\t\t\t\t\t\tfunction gtag() {\n\t\t\t\t\t\t\tdataLayer.push(arguments);\n\t\t\t\t\t\t}\n\t\t\t\t\t\t// set „denied\" as default for both ad and analytics storage, as well as ad_user_data and ad_personalization,\n\t\t\t\t\t\tgtag(\"consent\", \"default\", {\n\t\t\t\t\t\t\tad_user_data: \"denied\",\n\t\t\t\t\t\t\tad_personalization: \"denied\",\n\t\t\t\t\t\t\tad_storage: \"denied\",\n\t\t\t\t\t\t\tanalytics_storage: \"denied\",\n\t\t\t\t\t\t\twait_for_update: 2000 // milliseconds to wait for update\n\t\t\t\t\t\t});\n\t\t\t\t\t\t// Enable ads data redaction by default [optional]\n\t\t\t\t\t\tgtag(\"set\", \"ads_data_redaction\", true);\n\t\t\t\t\t</script><script id=\"google-tag-manager-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t// Google Tag Manager\n\t\t\t\t\t\t(function(w, d, s, l, i) {\n\t\t\t\t\t\t\tw[l] = w[l] || [];\n\t\t\t\t\t\t\tw[l].push({\n\t\t\t\t\t\t\t\t'gtm.start': new Date().getTime(),\n\t\t\t\t\t\t\t\tevent: 'gtm.js'\n\t\t\t\t\t\t\t\t});\n\t\t\t\t\t\t\tvar f = d.getElementsByTagName(s)[0],\n\t\t\t\t\t\t\tj = d.createElement(s),\n\t\t\t\t\t\t\tdl = l != 'dataLayer' ? '&l=' + l : '';\n\t\t\t\t\t\t\tj.async = true;\n\t\t\t\t\t\t\tj.src = 'https://www.googletagmanager.com/gtm.js?id=' + i + dl;\n\t\t\t\t\t\t\tf.parentNode.insertBefore(j, f);\n\t\t\t\t\t\t})(window, document, 'script', 'dataLayer', 'GTM-T8QMQW9');\n\t\t\t\t\t</script><link rel=\"stylesheet\" href=\"/_next/static/css/62953acf45c40a36.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" noModule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script defer=\"\" src=\"/_ne"
      },
      "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": 74474,
          "text": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObject']=q;w[q]=w[q]||function(){\n\t\t\t\t\t\t(w[q].q=w[q].q||[]).push(arguments)};})(window,'qualified')\n\t\t\t\t\t</script><script id=\"snyk-qualified-cta-tracking\" data-nscript=\"beforeInteractive\">\n(function () {\n\tvar HANDLED = \"__snykQualifiedCtaHandled\";\n\tvar MAX_ATTEMPTS = 20;\n\n\tfunction isQualifiedLink(el) {\n\t\ttry {\n\t\t\treturn /(^|\\.)qualified\\.com$/i.test(new URL(el.href).hostname);\n\t\t} catch (error) {\n\t\t\treturn false;\n\t\t}\n\t}\n\n\tfunction getCtaName(el) {\n\t\treturn (\n\t\t\tel.getAttribute(\"aria-label\") ||\n\t\t\tel.getAttribute(\"title\") ||\n\t\t\t(el.textContent || \"\").replace(/\\s+/g, \" \").trim() ||\n\t\t\t\"logo-image\"\n\t\t);\n\t}\n\n\tfunction track(payload, attempts) {\n\t\tif (window.analytics && typeof window.analytics.track === \"function\") {\n\t\t\twindow.analytics.track(\"cta_click\", payload);\n\t\t} else if (attempts < MAX_ATTEMPTS) {\n\t\t\twindow.setTimeout(function () { track(payload, attempts + 1); }, 500);\n\t\t}\n\t}\n\n\twindow.addEventListener(\n\t\t\"click\",\n\t\tfunction (event) {\n\t\t\tvar el =\n\t\t\t\tevent.target && event.target.closest\n\t\t\t\t\t? event.target.closest(\"a[href]\")\n\t\t\t\t\t: null;\n\t\t\tif (!el || !isQualifiedLink(el)) return;\n\n\t\t\t// Defer so React's bubble-phase onClick can run first when Qualified does\n\t\t\t// not block propagation; only emit when it didn't (avoids duplicates).\n\t\t\twindow.setTimeout(function () {\n\t\t\t\tif (event[HANDLED]) return;\n\t\t\t\tvar pageData = window.__snykPageData || {};\n\t\t\t\ttrack(\n\t\t\t\t\tObject.assign({}, pageData, {\n\t\t\t\t\t\tcta_location: pageData.cta_location || \"Content\",\n\t\t\t\t\t\tcta_name: getCtaName(el),\n\t\t\t\t\t\tcta_type: \"Outbound_link\",\n\t\t\t\t\t\tlink_url: el.getAttribute(\"href\") || el.href,\n\t\t\t\t\t\toutbound: 1,\n\t\t\t\t\t}),\n\t\t\t\t\t0,\n\t\t\t\t);\n\t\t\t}, 0);\n\t\t},\n\t\ttrue,\n\t);\n})();\n</script><script id=\"google-tag-manager-datalayer-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t// create dataLayer\n\t\t\t\t\t\twindow.dataLayer = window.dataLayer || [];\n\t\t\t\t\t\tfunction gtag() {\n\t\t\t\t\t\t\tdataLayer.push(arguments);\n\t\t\t\t\t\t}\n\t\t\t\t\t\t// set „denied\" as default for both ad and analytics storage, as well as ad_user_data and ad_personalization,\n\t\t\t\t\t\tgtag(\"consent\", \"default\", {\n\t\t\t\t\t\t\tad_user_data: \"denied\",\n\t\t\t\t\t\t\tad_personalization: \"denied\",\n\t\t\t\t\t\t\tad_storage: \"denied\",\n\t\t\t\t\t\t\tanalytics_storage: \"denied\",\n\t\t\t\t\t\t\twait_for_update: 2000 // milliseconds to wait for update\n\t\t\t\t\t\t});\n\t\t\t\t\t\t// Enable ads data redaction by default [optional]\n\t\t\t\t\t\tgtag(\"set\", \"ads_data_redaction\", true);\n\t\t\t\t\t</script><script id=\"google-tag-manager-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t// Google Tag Manager\n\t\t\t\t\t\t(function(w, d, s, l, i) {\n\t\t\t\t\t\t\tw[l] = w[l] || [];\n\t\t\t\t\t\t\tw[l].push({\n\t\t\t\t\t\t\t\t'gtm.start': new Date().getTime(),\n\t\t\t\t\t\t\t\tevent: 'gtm.js'\n\t\t\t\t\t\t\t\t});\n\t\t\t\t\t\t\tvar f = d.getElementsByTagName(s)[0],\n\t\t\t\t\t\t\tj = d.createElement(s),\n\t\t\t\t\t\t\tdl = l != 'dataLayer' ? '&l=' + l : '';\n\t\t\t\t\t\t\tj.async = true;\n\t\t\t\t\t\t\tj.src = 'https://www.googletagmanager.com/gtm.js?id=' + i + dl;\n\t\t\t\t\t\t\tf.parentNode.insertBefore(j, f);\n\t\t\t\t\t\t})(window, document, 'script', 'dataLayer', 'GTM-T8QMQW9');\n\t\t\t\t\t</script><link rel=\"stylesheet\" href=\"/_next/static/css/62953acf45c40a36.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" noModule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script defer=\"\" src=\"/_ne"
        }
      },
      "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 up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

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."
    }
  ]
}

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

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 74474
          }
        ]
      },
      "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 up"
      }
    ]
  },
  "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

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><title data-next-head=\"\">Page Not Found</title><link rel=\"preload\" href=\"/_next/static/media/illustration-404-patch.dba83e71.svg\" as=\"image\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/22a5144ee8d83bca-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f5271587012faf78-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/css/62953acf45c40a36.css\" as=\"style\"/><script id=\"qualified-init\" data-nscript=\"beforeInteractive\">\n\t\t\t\t\t\t(function(w,q){w['QualifiedObje"
      },
      "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://snyk.io"
      },
      "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://snyk.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://snyk.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://snyk.io/.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 up"
      }
    ]
  },
  "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

1 link found

Fix guidance

Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "displayValue": "1 link found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

50 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)

References

https://developer.chrome.com/docs/lighthouse/best-practices/

Evidence

{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

Performance and AccessibilityBest PracticesBrowser audit

Issues were logged in the `Issues` panel in Chrome Devtools

50 Fail

Check name

Issues were logged in the `Issues` panel in Chrome Devtools

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.

References

https://developer.chrome.com/docs/lighthouse/best-practices/

Evidence

{
  "description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

25 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2.1 s

Fix guidance

Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).

References

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

Evidence

{
  "displayValue": "2.1 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": 2072.503999999998
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

25 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 529 KiB

Fix guidance

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).

References

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

Evidence

{
  "displayValue": "Est savings of 529 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 40
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

13 Warning

Check name

Legacy JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 34 KiB

Fix guidance

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)

References

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

Evidence

{
  "displayValue": "Est savings of 34 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

6 Fail

Check name

Loading performance

Score

76/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 91,
      "displayValue": "1.2 s",
      "numericValue": 1162.0152381154671
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 99,
      "displayValue": "0.6 s",
      "numericValue": 562.0095923803223
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 72,
      "displayValue": "190 ms",
      "numericValue": 185.0000000000009
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 23,
      "displayValue": "570 ms",
      "numericValue": 565.5000000000009
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "50 ms",
      "numericValue": 52.32051
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 41,
      "displayValue": "5.0 s",
      "numericValue": 4993.744982548369
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 82,
      "displayValue": "1.5 s",
      "numericValue": 1522.7567813658047
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 6
    }
  ]
}

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

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 8, 2026	63/100	Level 3, Bot-Aware	Current report