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https://www.wiz.io/
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51/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability24%Agent Easeof Use6%Security& Trust100%GEO, AIO, AEO73%SEO92%Performance& Accessibility69%
  • AI Discoverability 24 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 100 out of 100
  • GEO, AIO and AEO 73 out of 100
  • SEO 92 out of 100
  • Performance and Accessibility 69 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Wiz: AI Cybersecurity for All Your Cloud and AI Applications favicon

Wiz: AI Cybersecurity for All Your Cloud and AI Applications

Wiz connects code, cloud, and runtime into one agentic cybersecurity platform. Prevent risk, detect threats, and start secure – across every cloud and AI layer.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
24
Priority fix4181View details
Discoverability
29
Priority fix270View details
Content Readiness
38
Priority fix271View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
73
Needs work6113View details
GEO Readiness
79
Mostly ready204
AIO Readiness
64
Needs work214View details
AEO Readiness
76
Mostly ready205
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
100
Strong900
Security & Trust
100
Strong500
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
69
Needs work2421View details
Performance
60
Needs work1621View details
Accessibility
86
Mostly ready800

Prioritized recommendations

Issues ranked by score impact

44 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. Fetch advertised API catalog targets

    API Catalog did not expose any same-origin hrefs to validate.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

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

02

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

  1. Find valid OpenAPI document

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "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 class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "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 class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "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 class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

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

02

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

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

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

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

02

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "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."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check
01

Issue

llms.txt was not found at the expected path.

02

Why it matters

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

Check name

llms.txt

Score

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

  1. 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": 176521
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

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

02

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

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

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".

  3. Structured Markdown body

    Markdown response is missing a heading.

Evidence
{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 60567,
        "excerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-h",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "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
01

Issue

mcp.json was not found at the expected path.

02

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: invalid h1 (found 3); 15 links missing accessible names; 20 buttons missing accessible names; 1/6 applicable form inputs have autocomplete attributes (5 missing).

Details

02

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/aon\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/genpact\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/bridgewater\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/fox\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/niwc-pac-sbs\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/pros\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/thoughtworks\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/aon\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/genpact\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/bridgewater\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/fox\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/niwc-pac-sbs\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/pros\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a class=\"rounded-full bg-white p-1.5\" href=\"https://www.wiz.io/customers/thoughtworks\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-arrow-right text-gray-black size-5\" aria-hidden=\"true\"><path d=\"M5 12h14\"/><path d=\"m12 5 7 7-7 7\"/></svg></a>",
      "<a href=\"/\"><svg class=\"text-gray-light hover:text-primary-blue -mt-1 size-9\" aria-label=\"Wiz Star Logo\"><use href=\"/images/logo_sprite.svg#wiz-star\"/></svg></a>"
    ],
    "inaccessibleButtons": [
      "<button type=\"button\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-_R_d4cm_\" data-state=\"closed\" class=\"text-gray-black focus:ring-primary-blue dark:text-gray-light dark-research:text-gray-light ml-auto flex items-center focus:ring-2 focus:outline-hidden focus:ring-inset lg:hidden\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide l",
      "<button type=\"button\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-_R_f4cm_\" data-state=\"closed\" class=\"text-gray-black focus:ring-primary-blue dark:text-gray-light dark-research:text-gray-light ml-auto flex items-center focus:ring-2 focus:outline-hidden focus:ring-inset lg:hidden\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide l",
      "<button type=\"button\" aria-haspopup=\"dialog\" aria-expanded=\"false\" aria-controls=\"radix-_R_1v4cm_\" data-state=\"closed\" class=\"flex items-center gap-2 text-sm [&amp;&gt;svg]:data-[state=open]:rotate-180 text-gray-dark dark:text-gray-light/70 dark-research:text-gray-light/70\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-globe size-5\" aria-hidd",
      "<button type=\"button\" role=\"combobox\" aria-controls=\"country-code-select\" aria-expanded=\"false\" class=\"border-gray-medium flex h-12 w-full min-w-20 items-center justify-between gap-2 rounded-md border px-4 dark:border-gray-light dark:bg-gray-black dark:placeholder:text-gray-dark dark-research:rounded-none dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black dark-research:text-white dark-research:placeholder:text-gray-dark bg-white dark:rou",
      "<button type=\"button\" role=\"checkbox\" aria-checked=\"false\" aria-required=\"false\" data-state=\"unchecked\" value=\"false\" class=\"peer focus-visible:ring-primary-blue data-[state=checked]:bg-primary-blue size-5 shrink-0 rounded-sm border focus-visible:ring-1 focus-visible:outline-hidden disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:text-white\" id=\"marketingOptIn\" aria-describedby=\"marketingOptIn-description\"></button>",
      "<button type=\"button\" role=\"checkbox\" aria-checked=\"false\" aria-required=\"false\" data-state=\"unchecked\" value=\"false\" class=\"peer focus-visible:ring-primary-blue data-[state=checked]:bg-primary-blue size-5 shrink-0 rounded-sm border focus-visible:ring-1 focus-visible:outline-hidden disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:text-white\" id=\"formSubscribe\" aria-describedby=\"formSubscribe-description\"></button>",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416",
      "<button type=\"button\" class=\"absolute top-6 left-6 z-10 inline-block translate-y-[-10px] rounded-full border border-white p-2 text-white opacity-0 transition-all delay-100 duration-100\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"lucide lucide-volume-x size-4\" aria-hidden=\"true\"><path d=\"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416"
    ],
    "missingAutocompleteInputs": [
      "<input type=\"email\" id=\"_R_andccm_-form-item\" aria-describedby=\"_R_andccm_-form-item-description\" aria-invalid=\"false\" placeholder class=\"border-gray-medium dark-research:rounded-none block h-12 w-full rounded-md border px-4 dark:rounded-none text-gray-black placeholder:text-gray-dark focus:border-primary-blue shadow-xs focus:ring-primary-blue dark:border-gray-light dark:bg-gray-black dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black da",
      "<input type=\"text\" id=\"_R_8indccm_-form-item\" aria-describedby=\"_R_8indccm_-form-item-description\" aria-invalid=\"false\" placeholder class=\"border-gray-medium dark-research:rounded-none block h-12 w-full rounded-md border px-4 dark:rounded-none text-gray-black placeholder:text-gray-dark focus:border-primary-blue shadow-xs focus:ring-primary-blue dark:border-gray-light dark:bg-gray-black dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black d",
      "<input type=\"text\" id=\"_R_gindccm_-form-item\" aria-describedby=\"_R_gindccm_-form-item-description\" aria-invalid=\"false\" placeholder class=\"border-gray-medium dark-research:rounded-none block h-12 w-full rounded-md border px-4 dark:rounded-none text-gray-black placeholder:text-gray-dark focus:border-primary-blue shadow-xs focus:ring-primary-blue dark:border-gray-light dark:bg-gray-black dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black d",
      "<input type=\"tel\" id=\"_R_gqndccm_-form-item\" aria-describedby=\"_R_gqndccm_-form-item-description\" aria-invalid=\"false\" placeholder class=\"border-gray-medium dark-research:rounded-none block h-12 w-full rounded-md border px-4 dark:rounded-none text-gray-black placeholder:text-gray-dark focus:border-primary-blue shadow-xs focus:ring-primary-blue dark:border-gray-light dark:bg-gray-black dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black da",
      "<input type=\"text\" id=\"_R_12ndccm_-form-item\" aria-describedby=\"_R_12ndccm_-form-item-description\" aria-invalid=\"false\" placeholder class=\"border-gray-medium dark-research:rounded-none block h-12 w-full rounded-md border px-4 dark:rounded-none text-gray-black placeholder:text-gray-dark focus:border-primary-blue shadow-xs focus:ring-primary-blue dark:border-gray-light dark:bg-gray-black dark-research:border-x-0 dark-research:border-t-0 dark-research:border-gray-light dark-research:bg-gray-black d"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 3,
    "headings": 36,
    "links": 73,
    "inaccessibleLinks": 15,
    "buttons": 116,
    "inaccessibleButtons": 20,
    "images": 182,
    "imagesWithAlt": 182,
    "autocompleteInputs": 6,
    "inputsWithAutocomplete": 1,
    "missingAutocompleteInputs": 5
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not found at the expected path.

02

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

  1. Fetch to find resource

    Agent Skills index was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check
01

Issue

agent.json was not found at the expected path.

02

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    agent.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json was not found at the expected path.

02

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    agents.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

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

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

FAQPage schema is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check
01

Issue

No JSON-LD blocks found.

02

Why it matters

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

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

JSON-LD present is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. Fetch same-origin Link header targets

    Link headers did not expose any same-origin targets to validate.

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

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

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

02

Why it matters

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

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

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

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.

02

Why it matters

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

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 1
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

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

  3. Check DNSSEC material

    DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence
{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.wiz.io",
        "probes": [
          {
            "name": "_index._agents.www.wiz.io",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.wiz.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": "www.wiz.io",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "wiz.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
01

Issue

WebMCP declarative annotations need fixes.

Details

02

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

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="email"> is missing tool-param-description.
    • <input name="firstName"> is missing tool-param-description.
    • <input name="lastName"> is missing tool-param-description.
    • <input name="phone"> is missing tool-param-description.
    • <input name="company"> is missing tool-param-description.
    • <input name="marketingOptIn"> is missing a label.
    • <input name="marketingOptIn"> is missing tool-param-description.
    • <input name="formSubscribe"> is missing a label.
    • <input name="formSubscribe"> is missing tool-param-description.
    • <input name="email"> is missing tool-param-description.

  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. Interactive surface coverage

    Only 0% of interactive surfaces are annotated.

Evidence
{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 197,
        "interactiveWithTags": 0,
        "totalCount": 199,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"firstName\"> is missing tool-param-description.",
          "<input name=\"lastName\"> is missing tool-param-description.",
          "<input name=\"phone\"> is missing tool-param-description.",
          "<input name=\"company\"> is missing tool-param-description.",
          "<input name=\"marketingOptIn\"> is missing a label.",
          "<input name=\"marketingOptIn\"> is missing tool-param-description.",
          "<input name=\"formSubscribe\"> is missing a label.",
          "<input name=\"formSubscribe\"> is missing tool-param-description.",
          "<input name=\"email\"> 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": 10,
        "issues": [
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"firstName\"> is missing tool-param-description.",
          "<input name=\"lastName\"> is missing tool-param-description.",
          "<input name=\"phone\"> is missing tool-param-description.",
          "<input name=\"company\"> is missing tool-param-description.",
          "<input name=\"marketingOptIn\"> is missing a label.",
          "<input name=\"marketingOptIn\"> is missing tool-param-description.",
          "<input name=\"formSubscribe\"> is missing a label.",
          "<input name=\"formSubscribe\"> is missing tool-param-description.",
          "<input name=\"email\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"firstName\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"lastName\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"phone\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"company\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"marketingOptIn\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"marketingOptIn\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"formSubscribe\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"formSubscribe\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 197,
        "interactiveWithTags": 0,
        "totalCount": 199,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"firstName\"> is missing tool-param-description.",
          "<input name=\"lastName\"> is missing tool-param-description.",
          "<input name=\"phone\"> is missing tool-param-description.",
          "<input name=\"company\"> is missing tool-param-description.",
          "<input name=\"marketingOptIn\"> is missing a label.",
          "<input name=\"marketingOptIn\"> is missing tool-param-description.",
          "<input name=\"formSubscribe\"> is missing a label.",
          "<input name=\"formSubscribe\"> is missing tool-param-description.",
          "<input name=\"email\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 2,
    "formsWithTags": 0,
    "totalInteractive": 197,
    "interactiveWithTags": 0,
    "totalCount": 199,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"email\"> is missing tool-param-description.",
      "<input name=\"firstName\"> is missing tool-param-description.",
      "<input name=\"lastName\"> is missing tool-param-description.",
      "<input name=\"phone\"> is missing tool-param-description.",
      "<input name=\"company\"> is missing tool-param-description.",
      "<input name=\"marketingOptIn\"> is missing a label.",
      "<input name=\"marketingOptIn\"> is missing tool-param-description.",
      "<input name=\"formSubscribe\"> is missing a label.",
      "<input name=\"formSubscribe\"> is missing tool-param-description.",
      "<input name=\"email\"> 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: Visible structured data match

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

10 Fail

Needs attention

AIO: Visible structured data match

Failed check
01

Issue

No JSON-LD structured data was detected.

Details

02

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "sectionCount": 33,
  "passing": 1,
  "failing": [
    {
      "heading": "Customers rate Wiz #1 in cloud security",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 relative mt-1! tracking-normal\">Customers rate Wiz #1 <br class=\"hidden md:inline-block\">in cloud security</h2>",
      "firstParagraph": "792 Reviews",
      "paragraphHtml": "<p class=\"text-gray-dark/70 text-sm font-normal\">792<!-- --> <!-- -->Reviews</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Anewdevelopmentreality.",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-primary-blue text-center md:text-left\"><div class=\"pb-2 tracking-normal\" style=\"opacity:0\"><span class=\"mr-1 inline md:mr-0 md:block\"><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">A</span><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">new</span><span class=\"mr-2 inline-block\" style=\"op...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "A new challenge for security",
      "headingHtml": "<h3 data-size=\"lg\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-primary-blue pb-2 text-center tracking-normal lg:hidden\">A new challenge for security</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "A new challenge for security",
      "headingHtml": "<h3 data-size=\"lg\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-primary-blue hidden lg:block lg:pt-20 lg:pb-2\">A new challenge for security</h3>",
      "firstParagraph": "Traditional security was built for a slower erascanning code, cloud, and runtime in silos, with manual correlation and human-driven processes across teams.",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-gray-black-soft\"><span><span class=\"text-primary-blue relative z-10 font-bold\">Traditional security was built for a slower era</span></span><svg class=\"rough-annotation\" style=\"position: absolute; top: 0px; left: 0px; overflow: visible; pointer-events: none; width: 100px; height: 100px;\"/><br>scanning code, cloud, and runtime in silos, with manual correlation and...",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "A new operating model for AI-era security",
      "headingHtml": "<h2 data-size=\"2xl\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[2rem]/9.5 md:text-[3.25rem]/16.5 leading-11 tracking-normal\">A new operating model for AI-era security</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Security at AI speed, powered by context.",
      "headingHtml": "<h3 data-size=\"xs\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-base/6.5 md:text-[1.175rem] md:leading-[2.0rem] tracking-normal\">Security at AI speed, powered by context.</h3>",
      "firstParagraph": "Wiz connects code, cloud, and runtime into a unified context graph. Context enables teams to use AI to fix exploitable risks at the source, stop attacks in real-time, and start secure from the IDE – automatically and accurately.",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-gray-black\">Wiz connects <strong>code, cloud, and runtime</strong> into a unified context graph. Context enables teams to use AI to fix exploitable risks at the source, stop attacks in real-time, and start secure from the IDE &#x2013; automatically and accurately.</p>",
      "words": 37,
      "direct": false,
      "issue": "First paragraph is 37 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI-Powered Code-to-Cloud Defense",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center\">AI-Powered Code-to-Cloud Defense</h2>",
      "firstParagraph": "Ready to protect your cloud?",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-primary-pink\">Ready to protect your cloud?</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "How Wiz helps: From Exposure to Code Fix",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Attack surface scanning",
      "headingHtml": "<h3 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-primary-blue mb-3 uppercase\">Attack surface scanning</h3>",
      "firstParagraph": "Wiz maps externally reachable assets and models initial access paths:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Wiz maps externally reachable assets and models initial access paths:</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deep internal analysis",
      "headingHtml": "<h3 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-primary-blue mb-3 uppercase\">Deep internal analysis</h3>",
      "firstParagraph": "We connect code, cloud, identities, network, and runtime to model:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">We connect code, cloud, identities, network, and runtime to model:</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FIX AT SCALE IN CODE",
      "headingHtml": "<h3 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-primary-blue mb-3 uppercase\">FIX AT SCALE IN CODE</h3>",
      "firstParagraph": "Using graph context and ownership mapping, Wiz:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using graph context and ownership mapping, Wiz:</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "DETECT AND BLOCK",
      "headingHtml": "<h3 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-primary-blue mb-3 uppercase\">DETECT AND BLOCK</h3>",
      "firstParagraph": "Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "How Wiz helps: From Exposure to Code Fix",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Attack surface scanning",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9 text-primary-blue mb-3 uppercase\">Attack surface scanning</h3>",
      "firstParagraph": "Wiz maps externally reachable assets and models initial access paths:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Wiz maps externally reachable assets and models initial access paths:</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deep internal analysis",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9 text-primary-blue mb-3 uppercase\">Deep internal analysis</h3>",
      "firstParagraph": "We connect code, cloud, identities, network, and runtime to model:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">We connect code, cloud, identities, network, and runtime to model:</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FIX AT SCALE IN CODE",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9 text-primary-blue mb-3 uppercase\">FIX AT SCALE IN CODE</h3>",
      "firstParagraph": "Using graph context and ownership mapping, Wiz:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using graph context and ownership mapping, Wiz:</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "DETECT AND BLOCK",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9 text-primary-blue mb-3 uppercase\">DETECT AND BLOCK</h3>",
      "firstParagraph": "Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by security teams all over the world",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center tracking-normal\">Trusted by security teams all over the world</h2>",
      "firstParagraph": "Michelle Pieszko",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans tracking-normal text-[1.375rem]/7.5 font-semibold text-white transition-all delay-75 duration-100\">Michelle Pieszko</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Wiz secures the AI frontier",
      "headingHtml": "<h2 data-size=\"2xl\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[2rem]/9.5 md:text-[3.25rem]/16.5 text-primary-blue shrink-0 tracking-normal\">Wiz secures <br class=\"hidden md:block\">the AI frontier</h2>",
      "firstParagraph": "Most frontier AI labs rely on Wiz to secure their cloud, AI workloads, and the data powering next-generation innovation.",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-gray-black\">Most frontier AI labs rely on Wiz to secure their cloud, AI workloads, and the data powering next-generation innovation.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Recognized market leader by top analysts",
      "headingHtml": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\">Recognized <span><span class=\"text-primary-blue relative z-10 font-bold\">market leader</span></span><svg class=\"rough-annotation\" style=\"position: absolute; top: 0px; left: 0px; overflow: visible; pointer-events: none; width: 100px; height: 100px;\"/> by top analysts</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The Forrester Wave",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9\">The Forrester Wave</h3>",
      "firstParagraph": "Cloud Native Application Protection Solutions, Q1 2026",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-[1.375rem]/7.5 text-gray-black\">Cloud Native Application Protection Solutions, Q1 2026</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "IDC MarketScape",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9\">IDC MarketScape</h3>",
      "firstParagraph": "Worldwide Cloud-Native Application Protection Platforms 2025",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-[1.375rem]/7.5 text-gray-black\">Worldwide Cloud-Native Application Protection Platforms 2025 </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Voice of the Customer",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9\">Voice of the Customer</h3>",
      "firstParagraph": "Cloud Security Posture Management 2026",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-[1.375rem]/7.5 text-gray-black\">Cloud Security Posture Management 2026</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Driving Outcomes",
      "headingHtml": "<h2 data-size=\"xl\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.725rem]/8.5 md:text-[2.5rem]/13\">Driving Outcomes</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Speed",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white md:text-[1.625rem]/9 text-2xl\">Speed</h3>",
      "firstParagraph": "\"We began seeing information within 60 minutes and have now standardized to Wiz across our environment.\"",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black py-4\">&quot;<!-- -->We began seeing information within 60 minutes and have now standardized to Wiz across our environment.<!-- -->&quot;</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Impact",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white md:text-[1.625rem]/9 text-2xl\">Impact</h3>",
      "firstParagraph": "\"I have not seen anything else that can give you as big of an impact as Wiz.\"",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black py-4\">&quot;<!-- -->I have not seen anything else that can give you as big of an impact as Wiz.<!-- -->&quot;</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Simplicity",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white md:text-[1.625rem]/9 text-2xl\">Simplicity</h3>",
      "firstParagraph": "\"Wiz demystifies a lot of Azure, so we can understand it well enough to talk to other teams, despite not being cloud experts.\"",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black py-4\">&quot;<!-- -->Wiz demystifies a lot of Azure, so we can understand it well enough to talk to other teams, despite not being cloud experts.<!-- -->&quot;</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Footer",
      "headingHtml": "<h2 id=\"footer-heading\" class=\"sr-only\">Footer</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Platform</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Learn",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Learn</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Company</h3>",
      "firstParagraph": "© 2026 Wiz, Inc.",
      "paragraphHtml": "<p class=\"text-gray-light shrink-0 text-sm\">&#xa9; <!-- -->2026<!-- --> Wiz, Inc.</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Linux CopyFail Vulnerability & AI Bug Hunting with Xint",
      "headingHtml": "<h2 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-gray-light max-w-sm\">The Linux CopyFail Vulnerability &amp; AI Bug Hunting with Xint</h2>",
      "firstParagraph": "May 19, 2026",
      "paragraphHtml": "<p class=\"text-gray-dark dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5\"><time datetime=\"2026-05-19T17:00:00-04:00\">May 19, 2026</time></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 60/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

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

Check name

AIO: Source and trust signals

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Source and trust signals scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026-05-19T17:00:00-04:00"
  ],
  "aboutLinks": [
    {
      "href": "/about",
      "text": "About Wiz",
      "html": "<a target class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"/about\">About Wiz</a>"
    },
    {
      "href": "https://linkedin.com/company/wizsecurity",
      "text": "LinkedIn",
      "html": "<a class=\"text-gray-light hover:text-gray-light/70\" href=\"https://linkedin.com/company/wizsecurity\"><span class=\"sr-only\">LinkedIn</span><svg class=\"hover:fill-gray-light mt-1 size-5 shrink-0 fill-white\" aria-hidden=\"true\"><use href=\"/images/logo_sprite.svg#linkedin\"/></svg></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a target class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"/contact\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&e=0",
      "text": "Privacy Policy",
      "html": "<a class=\"text-gray-black font-medium underline\" href=\"https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&amp;e=0\">Privacy Policy</a>"
    },
    {
      "href": "https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&e=0",
      "text": "Privacy Policy",
      "html": "<a target=\"_blank\" class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&amp;e=0\">Privacy Policy</a>"
    },
    {
      "href": "https://legal.wiz.io/legal#terms-of-use",
      "text": "Terms of Use",
      "html": "<a target=\"_blank\" class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"https://legal.wiz.io/legal#terms-of-use\">Terms of Use</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 65/100 and needs improvement.

4 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
01

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, JSON-LD structured data.

Details

02

Why it matters

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

Check name

GEO: Extraction-friendly structure

Score

65/100

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 65/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 1,
  "hasFaq": true,
  "definitionPatterns": 24,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "JSON-LD structured data"
  ],
  "score": 65,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 60/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026-05-19T17:00:00-04:00"
  ],
  "aboutLinks": [
    {
      "href": "/about",
      "text": "About Wiz",
      "html": "<a target class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"/about\">About Wiz</a>"
    },
    {
      "href": "https://linkedin.com/company/wizsecurity",
      "text": "LinkedIn",
      "html": "<a class=\"text-gray-light hover:text-gray-light/70\" href=\"https://linkedin.com/company/wizsecurity\"><span class=\"sr-only\">LinkedIn</span><svg class=\"hover:fill-gray-light mt-1 size-5 shrink-0 fill-white\" aria-hidden=\"true\"><use href=\"/images/logo_sprite.svg#linkedin\"/></svg></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a target class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"/contact\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&e=0",
      "text": "Privacy Policy",
      "html": "<a class=\"text-gray-black font-medium underline\" href=\"https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&amp;e=0\">Privacy Policy</a>"
    },
    {
      "href": "https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&e=0",
      "text": "Privacy Policy",
      "html": "<a target=\"_blank\" class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"https://cloud.google.com/terms/cloud-acquisitions-privacy-notice?hl=en&amp;e=0\">Privacy Policy</a>"
    },
    {
      "href": "https://legal.wiz.io/legal#terms-of-use",
      "text": "Terms of Use",
      "html": "<a target=\"_blank\" class=\"text-gray-light hover:text-gray-light/70 text-sm\" href=\"https://legal.wiz.io/legal#terms-of-use\">Terms of Use</a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 80/100 and needs improvement.

3 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: all, applications, protect, everything, build, run.

Details

02

Why it matters

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

Check name

GEO: Entity clarity

Score

80/100

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 80/100 and needs improvement.

Evidence
{
  "title": "Wiz: AI Cybersecurity for All Your Cloud and AI Applications",
  "h1": "Protect Everything You Build and Run",
  "description": "Wiz connects code, cloud, and runtime into one agentic cybersecurity platform. Prevent risk, detect threats, and start secure – across every cloud and AI layer.",
  "topicOverlap": 0.3333333333333333,
  "topicTerms": [
    "wiz",
    "cybersecurity",
    "all",
    "cloud",
    "applications",
    "protect",
    "everything",
    "build",
    "run"
  ],
  "descriptionTerms": [
    "wiz",
    "connects",
    "code",
    "cloud",
    "runtime",
    "into",
    "one",
    "agentic",
    "cybersecurity",
    "platform",
    "prevent",
    "risk",
    "detect",
    "threats",
    "start",
    "secure",
    "across",
    "every",
    "layer"
  ],
  "missingFromDescription": [
    "all",
    "applications",
    "protect",
    "everything",
    "build",
    "run"
  ],
  "score": 80,
  "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
01

Issue

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

Details

02

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "candidatePassages": 32,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 1,
      "heading": "H1: Protect Everything You Build and Run",
      "text": "Wiz connects code, cloud, and runtime into a single security graph that provides the end-to-end context required to automate risk reduction and threat response, enabling security teams to operate at AI speed. AI alone doesn't make security faster. Context does.",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-gray-black\">Wiz connects code, cloud, and runtime into a single security graph that provides the end-to-end context required to automate risk reduction and threat response, enabling security teams to operate at AI speed. AI alone doesn&apos;t make security faster. <span class=\"font-semibold\">Context does</span>.</p>"
    },
    {
      "index": 8,
      "heading": "H3: ",
      "text": "Security, re-built for the AI eraSecurity must move as fast as development - understanding applications, continuously analyzing risk, responding to threats, and fixing issues in code. Security becomes continuous and automated, aligned with how modern software is built. Wiz makes this possible.",
      "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 class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-gray-black-soft\"><span><span class=\"text-primary-blue relative z-10 font-bold\">Security, re-built for the AI era</span></span><svg class=\"rough-annotation\" style=\"position: absolute; top: 0px; left: 0px; overflow: visible; pointer-events: none; width: 100px; height: 100px;\"/><br>Security must move as fast as development - understanding applications, continuously a..."
    },
    {
      "index": 102,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz’s Attack Path Analysis doesn't just list vulnerabilities. It maps how an attacker could move... we can ignore 90% of the noise and focus our engineering resources on the 1% of issues that represent a true breach path. [Wiz has] moved from patching everything to securing what matters.",
      "words": 49,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (49 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Wiz&#x2019;s Attack Path Analysis doesn&apos;t just list vulnerabilities. It maps how an attacker could move... we can ignore 90% of the noise and focus our engineering resources on the 1% of issues that represent a true breach path. [Wiz has] moved from patching everything to securing what matters.</p>"
    },
    {
      "index": 106,
      "heading": "H2: See what our users think about Wiz",
      "text": "I use Wiz to solve visibility issues, find exposed assets, and assess workloads in clouds. It also helps detect misconfigurations and minimize cybersecurity risks, while the implementation is simple and fast, providing visibility of the environment in a short time.",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">I use Wiz to solve visibility issues, find exposed assets, and assess workloads in clouds. It also helps detect misconfigurations and minimize cybersecurity risks, while the implementation is simple and fast, providing visibility of the environment in a short time.</p>"
    },
    {
      "index": 109,
      "heading": "H2: See what our users think about Wiz",
      "text": "Reaching zero criticals on Wiz wasn’t an accident; it’s the outcome of a deliberate, engineering-first security program we’ve built. We embedded secure-by-default guardrails into our CI/CD pipelines, built auto-remediations, eliminated configuration drift, and established a clear remediation cycle with ownership and SLAs by giving engineers feedback early in the development loop. We moved beyond CVSS only prioriti...",
      "words": 102,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Reaching zero criticals on Wiz wasn&#x2019;t an accident; it&#x2019;s the outcome of a deliberate, engineering-first security program we&#x2019;ve built. We embedded secure-by-default guardrails into our CI/CD pipelines, built auto-remediations, eliminated configuration drift, and established a clear remediation cycle with ownership and SLAs by giving engineers feedback early in the development loop. We moved beyond CVSS only prioritization by correlati..."
    },
    {
      "index": 111,
      "heading": "H2: See what our users think about Wiz",
      "text": "We had a very smooth experience and easy implementation process, starting from the initial contact up, through understanding our needs, up to configuring the services to adress exactly the specific needs that we had. It integrated flawlessly with our tech stack. We use the services every day. Fully recommend!",
      "words": 49,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (49 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">We had a very smooth experience and easy implementation process, starting from the initial contact up, through understanding our needs, up to configuring the services to adress exactly the specific needs that we had. It integrated flawlessly with our tech stack. We use the services every day. Fully recommend!</p>"
    },
    {
      "index": 112,
      "heading": "H2: See what our users think about Wiz",
      "text": "It is indeed a remarkable success story! In a short period of time we achieved a transformational impact on the security posture of the entire public cloud ecosystem. That was supercharged by consistent automation, streamlined processes and communication. We are excited to continue this partnership and drive further innovation in the future!",
      "words": 52,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (52 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">It is indeed a remarkable success story! In a short period of time we achieved a transformational impact on the security posture of the entire public cloud ecosystem. That was supercharged by consistent automation, streamlined processes and communication. We are excited to continue this partnership and drive further innovation in the future!</p>"
    },
    {
      "index": 114,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz is a rare tool that delivers more value than what is promised, without needing a complex set up or expensive professional services to get right. Take 5 minutes to set up, and you are getting visibility no other tool in the market can give.",
      "words": 45,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz is a rare tool that delivers more value than what is promised, without needing a complex set up or expensive professional services to get right. Take 5 minutes to set up, and you are getting visibility no other tool in the market can give.</p>"
    },
    {
      "index": 115,
      "heading": "H2: See what our users think about Wiz",
      "text": "You never know what the next Log4J is going to be. With Wiz, I can monitor patterns before they get too big to handle. I can review top emerging vulnerabilities, see how many systems we have that may be impacted, and share my findings with our security champions through internal Slack channels to get ahead of threats",
      "words": 57,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (57 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">You never know what the next Log4J is going to be. With Wiz, I can monitor patterns before they get too big to handle. I can review top emerging vulnerabilities, see how many systems we have that may be impacted, and share my findings with our security champions through internal Slack channels to get ahead of threats</p>"
    },
    {
      "index": 116,
      "heading": "H2: See what our users think about Wiz",
      "text": "Multi-cloud enablement is at the heart of our transformation strategy and security is paramount. Wiz helps us visualize our entire cloud environment and drive actionable insights, in minutes. They’ve made cloud security an enabler for Morgan Stanley and helped us break down the barriers between security and development teams.",
      "words": 50,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (50 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Multi-cloud enablement is at the heart of our transformation strategy and security is paramount. Wiz helps us visualize our entire cloud environment and drive actionable insights, in minutes. They&#x2019;ve made cloud security an enabler for Morgan Stanley and helped us break down the barriers between security and development teams.</p>"
    },
    {
      "index": 119,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz stands out in the crowded CNAAP and CSPM market due to its innovative graph-based approach to security, ruthless prioritization of critical risks, and ability to provide comprehensive visibility across numerous cloud environments. Not only do these key features allow us to identify and remediate vulnerabilities more efficiently than with traditional tools, but Wiz's agentless architecture and intuitive interfa...",
      "words": 97,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz stands out in the crowded CNAAP and CSPM market due to its innovative graph-based approach to security, ruthless prioritization of critical risks, and ability to provide comprehensive visibility across numerous cloud environments. Not only do these key features allow us to identify and remediate vulnerabilities more efficiently than with traditional tools, but Wiz&apos;s agentless architecture and intuitive interface make it remarkably easy to deplo..."
    },
    {
      "index": 121,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz has changed the definition of a fine cloud security tool. I have not seen any cloud security tools capable of doing what wiz does with maximum accuracy. Wiz is straightforward to deploy and presents the findings in a way which makes it really easier for us to focus on severe and critical issues first.",
      "words": 55,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (55 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz has changed the definition of a fine cloud security tool. I have not seen any cloud security tools capable of doing what wiz does with maximum accuracy. Wiz is straightforward to deploy and presents the findings in a way which makes it really easier for us to focus on severe and critical issues first.</p>"
    },
    {
      "index": 124,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz gives us a common language between security and engineering. It's one tool that everybody has access to, it’s super intuitive, and it’s easy to leverage because the context we need to work together and do our jobs is all in one place.",
      "words": 45,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Wiz gives us a common language between security and engineering. It&apos;s one tool that everybody has access to, it&#x2019;s super intuitive, and it&#x2019;s easy to leverage because the context we need to work together and do our jobs is all in one place.</p>"
    },
    {
      "index": 126,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz provides me as a CISO a clear risk-based view of the product lines and divisions I protect. When I advise security leaders of cloud-native / cloud-reliant companies I implore them to explore Wiz, from my perspective this is a required tool in every CISOs toolkit.",
      "words": 45,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz provides me as a CISO a clear risk-based view of the product lines and divisions I protect. When I advise security leaders of cloud-native / cloud-reliant companies I implore them to explore Wiz, from my perspective this is a required tool in every CISOs toolkit.</p>"
    },
    {
      "index": 135,
      "heading": "H2: See what our users think about Wiz",
      "text": "In the competitive environment, Wiz has no real competitors. We migrated from first-generation CSPM into wiz with the combined CSPM, CIEM and Vulnerability management and were hugely impressed. The fidelity of the results was a big organizational win and allowed us to prioritize what matters.",
      "words": 45,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">In the competitive environment, Wiz has no real competitors. We migrated from first-generation CSPM into wiz with the combined CSPM, CIEM and Vulnerability management and were hugely impressed. The fidelity of the results was a big organizational win and allowed us to prioritize what matters.</p>"
    },
    {
      "index": 136,
      "heading": "H2: See what our users think about Wiz",
      "text": "What stood out about Wiz for me was it has a very intuitive interface and a really simple dashboard. The fact that it's cloud native and agentless meant we could have it up and running in a matter of minutes and have clear, actionable information",
      "words": 45,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">What stood out about Wiz for me was it has a very intuitive interface and a really simple dashboard. The fact that it&apos;s cloud native and agentless meant we could have it up and running in a matter of minutes and have clear, actionable information</p>"
    },
    {
      "index": 137,
      "heading": "H2: See what our users think about Wiz",
      "text": "Everyone's time is valuable. Don't let your security posture suffer while trying to sort through a spreadsheet export with 3500 rows. Wiz measures risk along multiple dimensions: vulnerabilities, misconfigurations, clear-text secrets, internet exposure, and available script-kiddie exploits to help you zero in on the most important items to resolve immediately.",
      "words": 50,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (50 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Everyone&apos;s time is valuable. Don&apos;t let your security posture suffer while trying to sort through a spreadsheet export with 3500 rows. Wiz measures risk along multiple dimensions: vulnerabilities, misconfigurations, clear-text secrets, internet exposure, and available script-kiddie exploits to help you zero in on the most important items to resolve immediately.</p>"
    },
    {
      "index": 141,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz’s Attack Path Analysis doesn't just list vulnerabilities. It maps how an attacker could move... we can ignore 90% of the noise and focus our engineering resources on the 1% of issues that represent a true breach path. [Wiz has] moved from patching everything to securing what matters.",
      "words": 49,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (49 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Wiz&#x2019;s Attack Path Analysis doesn&apos;t just list vulnerabilities. It maps how an attacker could move... we can ignore 90% of the noise and focus our engineering resources on the 1% of issues that represent a true breach path. [Wiz has] moved from patching everything to securing what matters.</p>"
    },
    {
      "index": 145,
      "heading": "H2: See what our users think about Wiz",
      "text": "I use Wiz to solve visibility issues, find exposed assets, and assess workloads in clouds. It also helps detect misconfigurations and minimize cybersecurity risks, while the implementation is simple and fast, providing visibility of the environment in a short time.",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">I use Wiz to solve visibility issues, find exposed assets, and assess workloads in clouds. It also helps detect misconfigurations and minimize cybersecurity risks, while the implementation is simple and fast, providing visibility of the environment in a short time.</p>"
    },
    {
      "index": 148,
      "heading": "H2: See what our users think about Wiz",
      "text": "Reaching zero criticals on Wiz wasn’t an accident; it’s the outcome of a deliberate, engineering-first security program we’ve built. We embedded secure-by-default guardrails into our CI/CD pipelines, built auto-remediations, eliminated configuration drift, and established a clear remediation cycle with ownership and SLAs by giving engineers feedback early in the development loop. We moved beyond CVSS only prioriti...",
      "words": 102,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">Reaching zero criticals on Wiz wasn&#x2019;t an accident; it&#x2019;s the outcome of a deliberate, engineering-first security program we&#x2019;ve built. We embedded secure-by-default guardrails into our CI/CD pipelines, built auto-remediations, eliminated configuration drift, and established a clear remediation cycle with ownership and SLAs by giving engineers feedback early in the development loop. We moved beyond CVSS only prioritization by correlati..."
    },
    {
      "index": 150,
      "heading": "H2: See what our users think about Wiz",
      "text": "We had a very smooth experience and easy implementation process, starting from the initial contact up, through understanding our needs, up to configuring the services to adress exactly the specific needs that we had. It integrated flawlessly with our tech stack. We use the services every day. Fully recommend!",
      "words": 49,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (49 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">We had a very smooth experience and easy implementation process, starting from the initial contact up, through understanding our needs, up to configuring the services to adress exactly the specific needs that we had. It integrated flawlessly with our tech stack. We use the services every day. Fully recommend!</p>"
    },
    {
      "index": 151,
      "heading": "H2: See what our users think about Wiz",
      "text": "It is indeed a remarkable success story! In a short period of time we achieved a transformational impact on the security posture of the entire public cloud ecosystem. That was supercharged by consistent automation, streamlined processes and communication. We are excited to continue this partnership and drive further innovation in the future!",
      "words": 52,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (52 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"text-gray-black line-clamp-3\">It is indeed a remarkable success story! In a short period of time we achieved a transformational impact on the security posture of the entire public cloud ecosystem. That was supercharged by consistent automation, streamlined processes and communication. We are excited to continue this partnership and drive further innovation in the future!</p>"
    },
    {
      "index": 153,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz is a rare tool that delivers more value than what is promised, without needing a complex set up or expensive professional services to get right. Take 5 minutes to set up, and you are getting visibility no other tool in the market can give.",
      "words": 45,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz is a rare tool that delivers more value than what is promised, without needing a complex set up or expensive professional services to get right. Take 5 minutes to set up, and you are getting visibility no other tool in the market can give.</p>"
    },
    {
      "index": 154,
      "heading": "H2: See what our users think about Wiz",
      "text": "You never know what the next Log4J is going to be. With Wiz, I can monitor patterns before they get too big to handle. I can review top emerging vulnerabilities, see how many systems we have that may be impacted, and share my findings with our security champions through internal Slack channels to get ahead of threats",
      "words": 57,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (57 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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    },
    {
      "index": 155,
      "heading": "H2: See what our users think about Wiz",
      "text": "Multi-cloud enablement is at the heart of our transformation strategy and security is paramount. Wiz helps us visualize our entire cloud environment and drive actionable insights, in minutes. They’ve made cloud security an enabler for Morgan Stanley and helped us break down the barriers between security and development teams.",
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        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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    },
    {
      "index": 158,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz stands out in the crowded CNAAP and CSPM market due to its innovative graph-based approach to security, ruthless prioritization of critical risks, and ability to provide comprehensive visibility across numerous cloud environments. Not only do these key features allow us to identify and remediate vulnerabilities more efficiently than with traditional tools, but Wiz's agentless architecture and intuitive interfa...",
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    },
    {
      "index": 160,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz has changed the definition of a fine cloud security tool. I have not seen any cloud security tools capable of doing what wiz does with maximum accuracy. Wiz is straightforward to deploy and presents the findings in a way which makes it really easier for us to focus on severe and critical issues first.",
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        "Too short for a citation-ready passage (55 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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    },
    {
      "index": 163,
      "heading": "H2: See what our users think about Wiz",
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    {
      "index": 165,
      "heading": "H2: See what our users think about Wiz",
      "text": "Wiz provides me as a CISO a clear risk-based view of the product lines and divisions I protect. When I advise security leaders of cloud-native / cloud-reliant companies I implore them to explore Wiz, from my perspective this is a required tool in every CISOs toolkit.",
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        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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      "html": "<p class=\"text-gray-black line-clamp-4\">Wiz provides me as a CISO a clear risk-based view of the product lines and divisions I protect. When I advise security leaders of cloud-native / cloud-reliant companies I implore them to explore Wiz, from my perspective this is a required tool in every CISOs toolkit.</p>"
    },
    {
      "index": 174,
      "heading": "H2: See what our users think about Wiz",
      "text": "In the competitive environment, Wiz has no real competitors. We migrated from first-generation CSPM into wiz with the combined CSPM, CIEM and Vulnerability management and were hugely impressed. The fidelity of the results was a big organizational win and allowed us to prioritize what matters.",
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        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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    },
    {
      "index": 175,
      "heading": "H2: See what our users think about Wiz",
      "text": "What stood out about Wiz for me was it has a very intuitive interface and a really simple dashboard. The fact that it's cloud native and agentless meant we could have it up and running in a matter of minutes and have clear, actionable information",
      "words": 45,
      "hasEvidence": false,
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        "Too short for a citation-ready passage (45 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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      "html": "<p class=\"text-gray-black line-clamp-3\">What stood out about Wiz for me was it has a very intuitive interface and a really simple dashboard. The fact that it&apos;s cloud native and agentless meant we could have it up and running in a matter of minutes and have clear, actionable information</p>"
    },
    {
      "index": 176,
      "heading": "H2: See what our users think about Wiz",
      "text": "Everyone's time is valuable. Don't let your security posture suffer while trying to sort through a spreadsheet export with 3500 rows. Wiz measures risk along multiple dimensions: vulnerabilities, misconfigurations, clear-text secrets, internet exposure, and available script-kiddie exploits to help you zero in on the most important items to resolve immediately.",
      "words": 50,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (50 words; target 80-220)."
      ],
      "html": "<p class=\"text-gray-black line-clamp-4\">Everyone&apos;s time is valuable. Don&apos;t let your security posture suffer while trying to sort through a spreadsheet export with 3500 rows. Wiz measures risk along multiple dimensions: vulnerabilities, misconfigurations, clear-text secrets, internet exposure, and available script-kiddie exploits to help you zero in on the most important items to resolve immediately.</p>"
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
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  "passing": 1,
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      "firstParagraph": "792 Reviews",
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      "firstParagraph": "Wiz connects code, cloud, and runtime into a unified context graph. Context enables teams to use AI to fix exploitable risks at the source, stop attacks in real-time, and start secure from the IDE – automatically and accurately.",
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      "words": 37,
      "direct": false,
      "issue": "First paragraph is 37 words and does not look like a concise direct answer."
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      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-base/6.5 md:text-lg/7 text-primary-pink\">Ready to protect your cloud?</p>",
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      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
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      "heading": "How Wiz helps: From Exposure to Code Fix",
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      "heading": "Deep internal analysis",
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      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FIX AT SCALE IN CODE",
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      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using graph context and ownership mapping, Wiz:</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
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      "heading": "DETECT AND BLOCK",
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      "firstParagraph": "Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black\">Using the Wiz eBPF Runtime Sensor, combined with deep analysis of cloud and SaaS logs and rich application and code context, Wiz can:</p>",
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      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
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    {
      "heading": "Deep internal analysis",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9 text-primary-blue mb-3 uppercase\">Deep internal analysis</h3>",
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      "words": 10,
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      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
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    {
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      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-[1.375rem]/7.5 text-gray-black\">Cloud Native Application Protection Solutions, Q1 2026</p>",
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    },
    {
      "heading": "IDC MarketScape",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-lg/6 md:text-[1.625rem]/9\">IDC MarketScape</h3>",
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    {
      "heading": "Voice of the Customer",
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      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Impact",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white md:text-[1.625rem]/9 text-2xl\">Impact</h3>",
      "firstParagraph": "\"I have not seen anything else that can give you as big of an impact as Wiz.\"",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black py-4\">&quot;<!-- -->I have not seen anything else that can give you as big of an impact as Wiz.<!-- -->&quot;</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Simplicity",
      "headingHtml": "<h3 data-size=\"md\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white md:text-[1.625rem]/9 text-2xl\">Simplicity</h3>",
      "firstParagraph": "\"Wiz demystifies a lot of Azure, so we can understand it well enough to talk to other teams, despite not being cloud experts.\"",
      "paragraphHtml": "<p class=\"dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5 text-gray-black py-4\">&quot;<!-- -->Wiz demystifies a lot of Azure, so we can understand it well enough to talk to other teams, despite not being cloud experts.<!-- -->&quot;</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Footer",
      "headingHtml": "<h2 id=\"footer-heading\" class=\"sr-only\">Footer</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Platform</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Learn",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Learn</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"text-gray-dark text-sm font-semibold tracking-wider uppercase\">Company</h3>",
      "firstParagraph": "© 2026 Wiz, Inc.",
      "paragraphHtml": "<p class=\"text-gray-light shrink-0 text-sm\">&#xa9; <!-- -->2026<!-- --> Wiz, Inc.</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Linux CopyFail Vulnerability & AI Bug Hunting with Xint",
      "headingHtml": "<h2 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-gray-light max-w-sm\">The Linux CopyFail Vulnerability &amp; AI Bug Hunting with Xint</h2>",
      "firstParagraph": "May 19, 2026",
      "paragraphHtml": "<p class=\"text-gray-dark dark:text-gray-light dark-research:text-gray-light font-sans font-normal tracking-normal text-sm/5\"><time datetime=\"2026-05-19T17:00:00-04:00\">May 19, 2026</time></p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
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  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 83/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: all, applications, protect, everything, build, run.

Details

02

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

83/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 83/100 and needs improvement.

Evidence
{
  "title": "Wiz: AI Cybersecurity for All Your Cloud and AI Applications",
  "h1": "Protect Everything You Build and Run",
  "description": "Wiz connects code, cloud, and runtime into one agentic cybersecurity platform. Prevent risk, detect threats, and start secure – across every cloud and AI layer.",
  "topicOverlap": 0.3333333333333333,
  "definitionCount": 24,
  "topicTerms": [
    "wiz",
    "cybersecurity",
    "all",
    "cloud",
    "applications",
    "protect",
    "everything",
    "build",
    "run"
  ],
  "descriptionTerms": [
    "wiz",
    "connects",
    "code",
    "cloud",
    "runtime",
    "into",
    "one",
    "agentic",
    "cybersecurity",
    "platform",
    "prevent",
    "risk",
    "detect",
    "threats",
    "start",
    "secure",
    "across",
    "every",
    "layer"
  ],
  "missingFromDescription": [
    "all",
    "applications",
    "protect",
    "everything",
    "build",
    "run"
  ],
  "score": 83,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: cost, compare.

Details

02

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "headings": [
    {
      "text": "Customers rate Wiz #1 in cloud security",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 relative mt-1! tracking-normal\">Customers rate Wiz #1 <br class=\"hidden md:inline-block\">in cloud security</h2>"
    },
    {
      "text": "Anewdevelopmentreality.",
      "html": "<h2 data-size=\"lg\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-primary-blue text-center md:text-left\"><div class=\"pb-2 tracking-normal\" style=\"opacity:0\"><span class=\"mr-1 inline md:mr-0 md:block\"><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">A</span><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">new</span><span class=\"mr-2 inline-block\" style=\"op..."
    },
    {
      "text": "A new operating model for AI-era security",
      "html": "<h2 data-size=\"2xl\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[2rem]/9.5 md:text-[3.25rem]/16.5 leading-11 tracking-normal\">A new operating model for AI-era security</h2>"
    },
    {
      "text": "AI-Powered Code-to-Cloud Defense",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center\">AI-Powered Code-to-Cloud Defense</h2>"
    },
    {
      "text": "How Wiz helps: From Exposure to Code Fix",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>"
    },
    {
      "text": "How Wiz helps: From Exposure to Code Fix",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>"
    },
    {
      "text": "Trusted by security teams all over the world",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center tracking-normal\">Trusted by security teams all over the world</h2>"
    },
    {
      "text": "Wiz secures the AI frontier",
      "html": "<h2 data-size=\"2xl\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[2rem]/9.5 md:text-[3.25rem]/16.5 text-primary-blue shrink-0 tracking-normal\">Wiz secures <br class=\"hidden md:block\">the AI frontier</h2>"
    },
    {
      "text": "See what our users think about Wiz",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5\">See what our users think about Wiz</h2>"
    },
    {
      "text": "Recognized market leader by top analysts",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\">Recognized <span><span class=\"text-primary-blue relative z-10 font-bold\">market leader</span></span><svg class=\"rough-annotation\" style=\"position: absolute; top: 0px; left: 0px; overflow: visible; pointer-events: none; width: 100px; height: 100px;\"/> by top analysts</h2>"
    },
    {
      "text": "Driving Outcomes",
      "html": "<h2 data-size=\"xl\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.725rem]/8.5 md:text-[2.5rem]/13\">Driving Outcomes</h2>"
    },
    {
      "text": "Footer",
      "html": "<h2 id=\"footer-heading\" class=\"sr-only\">Footer</h2>"
    },
    {
      "text": "The Linux CopyFail Vulnerability & AI Bug Hunting with Xint",
      "html": "<h2 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-gray-light max-w-sm\">The Linux CopyFail Vulnerability &amp; AI Bug Hunting with Xint</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Wiz: AI Cybersecurity for All Your Cloud and...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Wiz: AI Cybersecurity for All Your Cloud and...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Wiz: AI Cybersecurity for All Your Cloud and... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "cost",
      "label": "Is Wiz: AI Cybersecurity for All Your Cloud and... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

1 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "viewportContent": "width=device-width",
  "visibleWords": 4069,
  "htmlBytes": 858984,
  "imagesMissingDimensions": [
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1664387970-morgan_stanley_logo.svg\" alt=\"Morgan Stanley logo\" style=\"height:1.1rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1676281437-chipotle.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1676281437-chipotle.svg\" alt=\"Chipotle logo\" style=\"height:1.1rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1720625827-siemens-logo.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1720625827-siemens-logo.svg\" alt=\"Siemens logo\" style=\"height:1.32rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1656290326-fox_wordmark.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1656290326-fox_wordmark.svg\" alt=\"Fox logo\" style=\"height:1.1rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1709643006-colgate-palmolive_logo.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1709643006-colgate-palmolive_logo.svg\" alt=\"Colgate-Palmolive logo\" style=\"height:1.4300000000000002rem\">"
    },
    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1656632015-mars_incorporated_2019_logo.svg\" alt=\"Mars logo\" style=\"height:0.9900000000000001rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1697077948-ihg_hotels-resorts_logo.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1697077948-ihg_hotels-resorts_logo.svg\" alt=\"IHG logo\" style=\"height:1.1rem\">"
    },
    {
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      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1658681633-asos.svg\" alt=\"ASOS logo\" style=\"height:0.9900000000000001rem\">"
    },
    {
      "src": "https://www.datocms-assets.com/75231/1657724425-salesforce-com_logo.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img loading=\"lazy\" src=\"https://www.datocms-assets.com/75231/1657724425-salesforce-com_logo.svg\" alt=\"Salesforce logo\" style=\"height:1.9800000000000002rem\">"
    },
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      "loading": "lazy",
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      "loading": "lazy",
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Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

  1. Fetch to find resource

    AI context endpoint was not found at the expected path.

Evidence
{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational
01

Issue

Missing likely AI Overview intent sections: cost, compare.

Details

02

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "Customers rate Wiz #1 in cloud security",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 relative mt-1! tracking-normal\">Customers rate Wiz #1 <br class=\"hidden md:inline-block\">in cloud security</h2>"
    },
    {
      "text": "Anewdevelopmentreality.",
      "html": "<h2 data-size=\"lg\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-primary-blue text-center md:text-left\"><div class=\"pb-2 tracking-normal\" style=\"opacity:0\"><span class=\"mr-1 inline md:mr-0 md:block\"><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">A</span><span class=\"mr-2 inline-block\" style=\"opacity:0;transform:translateY(10px)\">new</span><span class=\"mr-2 inline-block\" style=\"op..."
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      "text": "A new operating model for AI-era security",
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    },
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      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center\">AI-Powered Code-to-Cloud Defense</h2>"
    },
    {
      "text": "How Wiz helps: From Exposure to Code Fix",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>"
    },
    {
      "text": "How Wiz helps: From Exposure to Code Fix",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\" id=\"how-wiz-helps-heading\">How Wiz helps: From Exposure to Code Fix</h2>"
    },
    {
      "text": "Trusted by security teams all over the world",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 text-center tracking-normal\">Trusted by security teams all over the world</h2>"
    },
    {
      "text": "Wiz secures the AI frontier",
      "html": "<h2 data-size=\"2xl\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-[2rem]/9.5 md:text-[3.25rem]/16.5 text-primary-blue shrink-0 tracking-normal\">Wiz secures <br class=\"hidden md:block\">the AI frontier</h2>"
    },
    {
      "text": "See what our users think about Wiz",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5\">See what our users think about Wiz</h2>"
    },
    {
      "text": "Recognized market leader by top analysts",
      "html": "<h2 data-size=\"lg\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.375rem]/[1.85rem] md:text-[2.125rem]/11.5 mb-8 text-center\">Recognized <span><span class=\"text-primary-blue relative z-10 font-bold\">market leader</span></span><svg class=\"rough-annotation\" style=\"position: absolute; top: 0px; left: 0px; overflow: visible; pointer-events: none; width: 100px; height: 100px;\"/> by top analysts</h2>"
    },
    {
      "text": "Driving Outcomes",
      "html": "<h2 data-size=\"xl\" class=\"font-headings text-gray-black-soft dark-research:text-white font-semibold dark:text-white text-[1.725rem]/8.5 md:text-[2.5rem]/13\">Driving Outcomes</h2>"
    },
    {
      "text": "Footer",
      "html": "<h2 id=\"footer-heading\" class=\"sr-only\">Footer</h2>"
    },
    {
      "text": "The Linux CopyFail Vulnerability & AI Bug Hunting with Xint",
      "html": "<h2 data-size=\"sm\" class=\"font-headings dark-research:text-white font-semibold dark:text-white text-base/5.5 md:text-[1.35rem]/7.5 text-gray-light max-w-sm\">The Linux CopyFail Vulnerability &amp; AI Bug Hunting with Xint</h2>"
    }
  ],
  "expected": [
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      "id": "what",
      "label": "What is Wiz: AI Cybersecurity for All Your Cloud and...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Wiz: AI Cybersecurity for All Your Cloud and...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Wiz: AI Cybersecurity for All Your Cloud and... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "cost",
      "label": "Is Wiz: AI Cybersecurity for All Your Cloud and... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Wiz: AI Cybersecurity for All Your Cloud and... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational
01

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.

02

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch and validate /auth.md

    auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.

  2. Publish protected resource metadata

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

  3. Validate agent_auth authorization metadata

    OAuth authorization server metadata could not be fetched.

Evidence
{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 176521,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
          "compatibleContentType": false,
          "contentLength": 175720,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": true,
          "links": [
            "https://www.wiz.io/_next/static/media/social_share_image.537ea7b6.jpg\"",
            "/title",
            "https://www.wiz.io/404\"",
            "https://www.wiz.io/404\"",
            "/favicon.png",
            "/_next/static/media/3296bccdacdd55f7-s.p.woff2",
            "/woff2",
            "/_next/static/media/cefcfa53031a7a20-s.p.woff2",
            "/woff2",
            "/_next/static/media/87a1afae483bc14a-s.p.woff2"
          ],
          "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 176521,
        "text": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.io/_next/static/media/social_share_image.537ea7b6.jpg\" data-next-head=\"\"/><meta property=\"og:locale\" content=\"en-us\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"wiz.io\" data-next-head=\"\"/><title data-next-head=\"\">Page not found | Wiz</title><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Page not found | Wiz\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://www.wiz.io/404\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://www.wiz.io/404\" data-next-head=\"\"/><link rel=\"shortcut icon\" href=\"/favicon.png\"/><meta name=\"twitter:widgets:csp\" content=\"on\"/><meta name=\"google-site-verification\" content=\"zSanwcyYxMtAILuAY6eFdLNwmVQVVT9wbetOL7oFfN8\"/><link rel=\"preload\" href=\"/_next/static/media/3296bccdacdd55f7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/cefcfa53031a7a20-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/87a1afae483bc14a-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/fe8484d91c6fdb21-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d869208648ca5469-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f348fbf11ec0f9d1.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"\"/><link rel=\"preload\" href=\"/_next/static/css/20b0317ba53c92bc.css\" as=\"style\"/><script id=\"theme-color-mode\" data-nscript=\"beforeInteractive\">\n(function() {\n  function getInitialColorMode() {\n    const pathname = window.location.pathname;\n\n    const isDarkModePage = null;\n\n    const isResearchPage = [\"/research\", \"/cloud-threat-landscape\", \"/ai-security-resource-center\", \"/ctf\", \"/bug-bounty-masterclass\", \"/cyber-model-arena\"].includes(pathname);\n\n    const isResearchPath = [\"/bug-bounty-masterclass\"].some(path => pathname.startsWith(path));\n    \n    if (isResearchPage || isResearchPath) {\n      return 'dark-research';\n    }\n    if (isDarkModePage) {\n      return 'dark';\n    }\n    return 'light';\n  }\n  const colorMode = getInitialColorMode();\n  const root = document.documentElement;\n  root.classList.add(colorMode);\n})()\n</script><link rel=\"stylesheet\" href=\"/_next/static/css/20b0317ba53c92bc.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" noModule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script src=\"/_next/static/chunks/webpack-60a0a4d1066f466a.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-e1b9dfe14e354f58.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-2ade8a74e0fbeb2f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-1fc2eee194615206.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-379f15326c57e0f9.js\" defer=\"\"></script><script src=\"/_next/stat"
      },
      "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": 176521,
          "text": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.io/_next/static/media/social_share_image.537ea7b6.jpg\" data-next-head=\"\"/><meta property=\"og:locale\" content=\"en-us\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"wiz.io\" data-next-head=\"\"/><title data-next-head=\"\">Page not found | Wiz</title><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Page not found | Wiz\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://www.wiz.io/404\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://www.wiz.io/404\" data-next-head=\"\"/><link rel=\"shortcut icon\" href=\"/favicon.png\"/><meta name=\"twitter:widgets:csp\" content=\"on\"/><meta name=\"google-site-verification\" content=\"zSanwcyYxMtAILuAY6eFdLNwmVQVVT9wbetOL7oFfN8\"/><link rel=\"preload\" href=\"/_next/static/media/3296bccdacdd55f7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/cefcfa53031a7a20-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/87a1afae483bc14a-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/fe8484d91c6fdb21-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/d869208648ca5469-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f348fbf11ec0f9d1.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"\"/><link rel=\"preload\" href=\"/_next/static/css/20b0317ba53c92bc.css\" as=\"style\"/><script id=\"theme-color-mode\" data-nscript=\"beforeInteractive\">\n(function() {\n  function getInitialColorMode() {\n    const pathname = window.location.pathname;\n\n    const isDarkModePage = null;\n\n    const isResearchPage = [\"/research\", \"/cloud-threat-landscape\", \"/ai-security-resource-center\", \"/ctf\", \"/bug-bounty-masterclass\", \"/cyber-model-arena\"].includes(pathname);\n\n    const isResearchPath = [\"/bug-bounty-masterclass\"].some(path => pathname.startsWith(path));\n    \n    if (isResearchPage || isResearchPath) {\n      return 'dark-research';\n    }\n    if (isDarkModePage) {\n      return 'dark';\n    }\n    return 'light';\n  }\n  const colorMode = getInitialColorMode();\n  const root = document.documentElement;\n  root.classList.add(colorMode);\n})()\n</script><link rel=\"stylesheet\" href=\"/_next/static/css/20b0317ba53c92bc.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script defer=\"\" noModule=\"\" src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\"></script><script src=\"/_next/static/chunks/webpack-60a0a4d1066f466a.js\" defer=\"\"></script><script src=\"/_next/static/chunks/framework-e1b9dfe14e354f58.js\" defer=\"\"></script><script src=\"/_next/static/chunks/main-2ade8a74e0fbeb2f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/_app-1fc2eee194615206.js\" defer=\"\"></script><script src=\"/_next/static/chunks/pages/404-379f15326c57e0f9.js\" defer=\"\"></script><script src=\"/_next/stat"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

  1. Find advertised IndexNow key location

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

  2. Fetch and validate IndexNow key file

    No discoverable IndexNow key file was found.

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational
01

Issue

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

02

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

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

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 176521
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational
01

Issue

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

02

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch protected resource metadata

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

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

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

  4. Probe protected API Bearer challenge

    No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html class=\"scroll-smooth\" lang=\"en-us\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@wiz_io\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Wiz is the unified cloud security platform with prevention and response capabilities, enabling security and development teams to build faster and more securely.\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://www.wiz.i"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.wiz.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://www.wiz.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.wiz.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.wiz.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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

4 links found

Fix guidance

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

Evidence
{
  "displayValue": "4 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Links do not have a discernible name

33 Fail

Check name

Links do not have a discernible name

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).

Evidence
{
  "description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused CSS

17 Warning

Check name

Reduce unused CSS

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 20 KiB

Fix guidance

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).

Evidence
{
  "displayValue": "Est savings of 20 KiB",
  "description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
  "numericValue": 0
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

16 Fail

Check name

Loading performance

Score

53/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

Evidence
{
  "checks": [
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 1,
      "displayValue": "740 ms",
      "numericValue": 739.0000000000005
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 17,
      "displayValue": "7.0 s",
      "numericValue": 6991.039956199537
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 9,
      "displayValue": "4.1 s",
      "numericValue": 4100.477047528001
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 5.793659999999999
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 50 ms",
      "numericValue": 45
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.4 s",
      "numericValue": 402.0014426143632
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "2,760 ms",
      "numericValue": 2760.000000000001
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 95,
      "displayValue": "1.0 s",
      "numericValue": 961.0052895859985
    }
  ]
}

Fix with MCP or CLI

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Score history

Public scan score over time

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Scan dateScoreReadinessReport
51/100Level 3, Bot-AwareCurrent report
Report ID d38c777f-e2e0-4fcf-886f-91a10c55674e. Scanned Jun 8, 2026, 9:11 PM.
wiz.io AI SEO Report: 51/100 (Level 3, Bot-Aware)