CanAgentUse

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https://www.figma.com/

SCANNED

Jun 5, 2026, 2:34 PM

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https://www.figma.com/

SCANNED

Jun 5, 2026, 2:34:57 PMJun 5, 2026, 2:34 PM

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50/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Figma: The Collaborative Interface Design Tool

Figma is the leading collaborative design platform for building meaningful products. Design, prototype, and build products faster—while gathering feedback all in one place.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	45	Priority fix	8	15	0	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	33	Priority fix	2	8	0	View details
Bot Access Control	33	Priority fix	1	3	0	View details
Agent Ease of Use	31	Priority fix	13	23	0	View details
API	0	Priority fix	0	6	0	View details
Auth	100	Strong	7	3	0	View details
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	0	Priority fix	0	8	0	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	72	Needs work	5	2	13	View details
GEO Readiness	75	Mostly ready	1	0	5
AIO Readiness	79	Mostly ready	3	1	3	View details
AEO Readiness	63	Needs work	1	1	5	View details
SEO	100	Strong	11	0	0
SEO	100	Strong	11	0	0
Security & Trust	60	Needs work	7	2	0	View details
Security & Trust	60	Needs work	3	2	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	51	Needs work	23	4	0	View details
Performance	26	Priority fix	9	3	0	View details
Accessibility	96	Strong	14	1	0	View details

Prioritized recommendations

Issues ranked by score impact

39 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><!--YHR8gv1TgGN2pt7IxBDY9--><html><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/002cf99d1cc0cc01-s.p.ttf\" as=\"font\" crossorigin=\"\" type=\"font/ttf\"/><link rel=\"preload\" href=\"/_next/static/media/17fffab3726b9623-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/7c42ed55a7834032-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/15174936337ed0f5.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/85727c6743ab1c33.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/f758d7c021aacc24.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\""
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

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

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_netlify/_next/static/chunks/webpack-7af9f3498327f708.js\"/><script src=\"/_netlify/_next/static/chunks/4bd1b696-be5ceba1b1a33b39.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/3914-7bd735421046aaa3.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/main-app-8ae15d85546478b4.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"manifest\" href=\"/manifest.json?v=1\"/><meta property=\"og:site_name\" content=\"Figma\"/><meta property=\"og:type\" content=\"website\"/><meta name"
          },
          {
            "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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_netlify/_next/static/chunks/webpack-7af9f3498327f708.js\"/><script src=\"/_netlify/_next/static/chunks/4bd1b696-be5ceba1b1a33b39.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/3914-7bd735421046aaa3.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/main-app-8ae15d85546478b4.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"manifest\" href=\"/manifest.json?v=1\"/><meta property=\"og:site_name\" content=\"Figma\"/><meta property=\"og:type\" content=\"website\"/><meta name"
          },
          {
            "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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_netlify/_next/static/chunks/webpack-7af9f3498327f708.js\"/><script src=\"/_netlify/_next/static/chunks/4bd1b696-be5ceba1b1a33b39.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/3914-7bd735421046aaa3.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/main-app-8ae15d85546478b4.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"manifest\" href=\"/manifest.json?v=1\"/><meta property=\"og:site_name\" content=\"Figma\"/><meta property=\"og:type\" content=\"website\"/><meta name"
          },
          {
            "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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_netlify/_next/static/chunks/webpack-7af9f3498327f708.js\"/><script src=\"/_netlify/_next/static/chunks/4bd1b696-be5ceba1b1a33b39.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/3914-7bd735421046aaa3.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/main-app-8ae15d85546478b4.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"manifest\" href=\"/manifest.json?v=1\"/><meta property=\"og:site_name\" content=\"Figma\"/><meta property=\"og:type\" content=\"website\"/><meta name"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/plain",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "Not Found"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/plain",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "Not Found"
          },
          {
            "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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_netlify/_next/static/chunks/webpack-7af9f3498327f708.js\"/><script src=\"/_netlify/_next/static/chunks/4bd1b696-be5ceba1b1a33b39.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/3914-7bd735421046aaa3.js\" async=\"\"></script><script src=\"/_netlify/_next/static/chunks/main-app-8ae15d85546478b4.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"manifest\" href=\"/manifest.json?v=1\"/><meta property=\"og:site_name\" content=\"Figma\"/><meta property=\"og:type\" content=\"website\"/><meta name"
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

50 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

50 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

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

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

Evidence

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

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

33 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

33 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9586
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

33 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9595
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9586
          }
        ]
      },
      "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".

25 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9607
          }
        ]
      },
      "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".

25 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          }
        ]
      },
      "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".

25 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9592
          }
        ]
      },
      "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".

25 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 27970
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9595
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

25 Fail

Needs attention

Content freshness signals

Failed check

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9586
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 9601
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc,Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "rsc,Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc,Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 121184,
        "excerpt": "<!DOCTYPE html><html lang=\"en\" class=\"__variable_1a606a __variable_48aa6c\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_netlify/_next/static/media/7c42ed55a783",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: 2 links missing accessible names.

Details

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"fig-i8j8ci\" href=\"https://www.figma.com/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"480\" height=\"720\" fill=\"none\" viewBox=\"0 0 480 720\" aria-label=\"Homepage\" class=\"fig-7vzs6a\"><path fill=\"#24CB71\" d=\"M0 600c0-66.274 53.726-120 120-120h120v120c0 66.274-53.726 120-120 120S0 666.274 0 600\"/><path fill=\"#FF7237\" d=\"M240 0v240h120c66.274 0 120-53.726 120-120S426.274 0 360 0z\"/><circle cx=\"359\" cy=\"360\" r=\"120\" fill=\"#00B6FF\"/><path fill=\"#FF3737\" d=\"M0 120c0 66.274 53.726 120 120 120h",
      "<a href=\"https://www.figma.com/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"480\" height=\"720\" fill=\"none\" viewBox=\"0 0 480 720\" aria-label=\"Homepage\" class=\"fig-v5hztt\"><path fill=\"#24CB71\" d=\"M0 600c0-66.274 53.726-120 120-120h120v120c0 66.274-53.726 120-120 120S0 666.274 0 600\"/><path fill=\"#FF7237\" d=\"M240 0v240h120c66.274 0 120-53.726 120-120S426.274 0 360 0z\"/><circle cx=\"359\" cy=\"360\" r=\"120\" fill=\"#00B6FF\"/><path fill=\"#FF3737\" d=\"M0 120c0 66.274 53.726 120 120 120h120V0H120C53.726 0 "
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 41,
    "links": 189,
    "inaccessibleLinks": 2,
    "buttons": 28,
    "inaccessibleButtons": 0,
    "images": 119,
    "imagesWithAlt": 119,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

9 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.figma.com/customers/",
      "text": "Customer storiesRead about leading product teams",
      "html": "<a class=\"fig-19yzxpf\" href=\"https://www.figma.com/customers/\"><div class=\"fig-0\"><p class=\"nav-highlight fig-mvooh0\">Customer stories</p><p class=\"fig-mj46iv\">Read about leading product teams</p></div></a>"
    },
    {
      "href": "https://www.figma.com/blog/",
      "text": "Shortcut: The Figma blogStories about how products take shape—and shape our world",
      "html": "<a class=\"fig-19yzxpf\" href=\"https://www.figma.com/blog/\"><div class=\"fig-acwcvw\"><p class=\"nav-highlight fig-mvooh0\">Shortcut: The Figma blog</p><p class=\"fig-mj46iv\">Stories about how products take shape&#x2014;and shape our world</p></div><img class=\"fig-8atqhb\" loading=\"eager\" alt srcset=\"https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.5 270w, https://cdn.sanity.io/images/599r6htc/regionaliz..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.figma.com/hc/en-us",
      "text": "Help center",
      "html": "<a href=\"https://help.figma.com/hc/en-us\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-p1dusb\"><span class=\"nav-highlight\">Help center</span></a>"
    },
    {
      "href": "https://help.figma.com/hc/en-us/requests/new",
      "text": "Figma Support",
      "html": "<a href=\"https://help.figma.com/hc/en-us/requests/new\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-p1dusb\"><span class=\"nav-highlight\">Figma Support</span></a>"
    },
    {
      "href": "https://www.figma.com/contact/",
      "text": "Contact sales",
      "html": "<a class=\"fig-1yke2jn\" href=\"https://www.figma.com/contact/\"><span class=\"btn-inner fig-1qhfzz9\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"btn-builtin-icon fig-1kjx4xt\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.522 4.25 20 12l-7.478 7.75-.733-.709 6.302-6.531H4v-1.02h14.09L11.79 4.959z\" clip-rule=\"evenodd\"/></svg><span class=\"btn-text fig-1elci7b\">Contact sales</span></span></a>"
    },
    {
      "href": "https://www.figma.com/contact/",
      "text": "Contact sales",
      "html": "<a class=\"fig-1yke2jn\" href=\"https://www.figma.com/contact/\"><span class=\"btn-inner fig-1qhfzz9\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"btn-builtin-icon fig-1kjx4xt\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.522 4.25 20 12l-7.478 7.75-.733-.709 6.302-6.531H4v-1.02h14.09L11.79 4.959z\" clip-rule=\"evenodd\"/></svg><span class=\"btn-text fig-1elci7b\">Contact sales</span></span></a>"
    },
    {
      "href": "https://help.figma.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://help.figma.com/hc/en-us\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-1czkxn0\"><span class=\"fig-bpov6r\">Support</span></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.figma.com/legal/",
      "text": "Legal and privacy",
      "html": "<a class=\"fig-1czkxn0\" href=\"https://www.figma.com/legal/\"><span class=\"fig-bpov6r\">Legal and privacy</span></a>"
    },
    {
      "href": "https://www.figma.com/legal/privacy/",
      "text": "Privacy Policy",
      "html": "<a class=\"fig-1czkxn0\" href=\"https://www.figma.com/legal/privacy/\"><span class=\"fig-bpov6r\">Privacy Policy</span></a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.figma.com/customers/",
      "text": "Customer storiesRead about leading product teams",
      "html": "<a class=\"fig-19yzxpf\" href=\"https://www.figma.com/customers/\"><div class=\"fig-0\"><p class=\"nav-highlight fig-mvooh0\">Customer stories</p><p class=\"fig-mj46iv\">Read about leading product teams</p></div></a>"
    },
    {
      "href": "https://www.figma.com/blog/",
      "text": "Shortcut: The Figma blogStories about how products take shape—and shape our world",
      "html": "<a class=\"fig-19yzxpf\" href=\"https://www.figma.com/blog/\"><div class=\"fig-acwcvw\"><p class=\"nav-highlight fig-mvooh0\">Shortcut: The Figma blog</p><p class=\"fig-mj46iv\">Stories about how products take shape&#x2014;and shape our world</p></div><img class=\"fig-8atqhb\" loading=\"eager\" alt srcset=\"https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.5 270w, https://cdn.sanity.io/images/599r6htc/regionaliz..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.figma.com/hc/en-us",
      "text": "Help center",
      "html": "<a href=\"https://help.figma.com/hc/en-us\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-p1dusb\"><span class=\"nav-highlight\">Help center</span></a>"
    },
    {
      "href": "https://help.figma.com/hc/en-us/requests/new",
      "text": "Figma Support",
      "html": "<a href=\"https://help.figma.com/hc/en-us/requests/new\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-p1dusb\"><span class=\"nav-highlight\">Figma Support</span></a>"
    },
    {
      "href": "https://www.figma.com/contact/",
      "text": "Contact sales",
      "html": "<a class=\"fig-1yke2jn\" href=\"https://www.figma.com/contact/\"><span class=\"btn-inner fig-1qhfzz9\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"btn-builtin-icon fig-1kjx4xt\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.522 4.25 20 12l-7.478 7.75-.733-.709 6.302-6.531H4v-1.02h14.09L11.79 4.959z\" clip-rule=\"evenodd\"/></svg><span class=\"btn-text fig-1elci7b\">Contact sales</span></span></a>"
    },
    {
      "href": "https://www.figma.com/contact/",
      "text": "Contact sales",
      "html": "<a class=\"fig-1yke2jn\" href=\"https://www.figma.com/contact/\"><span class=\"btn-inner fig-1qhfzz9\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"btn-builtin-icon fig-1kjx4xt\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.522 4.25 20 12l-7.478 7.75-.733-.709 6.302-6.531H4v-1.02h14.09L11.79 4.959z\" clip-rule=\"evenodd\"/></svg><span class=\"btn-text fig-1elci7b\">Contact sales</span></span></a>"
    },
    {
      "href": "https://help.figma.com/hc/en-us",
      "text": "Support",
      "html": "<a href=\"https://help.figma.com/hc/en-us\" target=\"_blank\" rel=\"noreferrer\" class=\"fig-1czkxn0\"><span class=\"fig-bpov6r\">Support</span></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.figma.com/legal/",
      "text": "Legal and privacy",
      "html": "<a class=\"fig-1czkxn0\" href=\"https://www.figma.com/legal/\"><span class=\"fig-bpov6r\">Legal and privacy</span></a>"
    },
    {
      "href": "https://www.figma.com/legal/privacy/",
      "text": "Privacy Policy",
      "html": "<a class=\"fig-1czkxn0\" href=\"https://www.figma.com/legal/privacy/\"><span class=\"fig-bpov6r\">Privacy Policy</span></a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: AI crawler accessibility

GEO: AI crawler accessibility scored 55/100 and needs improvement.

4 Warning

Needs attention

GEO: AI crawler accessibility

Warning

Issue

robots.txt blocks these AI crawlers: gptbot, google-extended.

Details

Why it matters

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

Check name

GEO: AI crawler accessibility

Score

55/100

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: AI crawler accessibility scored 55/100 and needs improvement.

Evidence

{
  "textWords": 880,
  "htmlBytes": 1643376,
  "robots": {
    "checkedCrawlers": [
      "gptbot",
      "chatgpt-user",
      "claudebot",
      "perplexitybot",
      "google-extended"
    ],
    "blocked": [
      "gptbot",
      "google-extended"
    ],
    "allows": false
  },
  "schemaBlocks": 1,
  "finalUrl": "https://www.figma.com/",
  "robotsExcerpt": "User-Agent: Fasterfox\nDisallow: /\n\nUser-Agent: Nutch\nDisallow: /\n\nUser-Agent: spock\nDisallow: /\n\nUser-Agent: OmniExplorer_Bot\nDisallow: /\n\nUser-Agent: MJ12bot\nDisallow: /\n\nUser-Agent: TurnitinBot\nDisallow: /\n\nUser-Agent: BecomeBot\nDisallow: /\n\nUser-Agent: genieBot\nDisallow: /\n\nUser-Agent: MLBot\nDisallow: /\n\nUser-Agent: GPTBot\nDisallow: /\n\nUser-Agent: cohere-ai\nDisallow: /\n\nUser-Agent: anthropic-ai\nDisallow: /\n\nUser-Agent: CCBot\nDisallow: /\n\nUser-Agent: FacebookBot\nDisallow: /\n\nUser-Agent: Google-Extended\nDisallow: /\n\nUser-Agent: omgilibot\nDisallow: /\n\nUser-Agent: omgili\nDisallow: /\n\nUser-Agent: GleanSearchCrawlerBot\nDisallow: /\n\nUser-Agent: amazon-kendra\nDisallow: /\n\nUser-Agent: *\nAllow: /make/$\nAllow: /id-id/make/$\nAllow: /de-de/make/$\nAllow: /es-es/make/$\nAllow: /es-la/make/$\nAllow: /fr-",
  "score": 55,
  "weight": 26
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 40,
  "passing": 0,
  "failing": [
    {
      "heading": "Use cases",
      "headingHtml": "<h2 id=\"5751951a1d2d\" class=\"fig-1mu3s5x\">Use cases</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Roles",
      "headingHtml": "<h2 id=\"def1df54cdb2\" class=\"fig-1mu3s5x\">Roles</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Organizations",
      "headingHtml": "<h2 id=\"23c0553b5be4\" class=\"fig-1mu3s5x\">Organizations</h2>",
      "firstParagraph": "Config 2026",
      "paragraphHtml": "<p class=\"nav-highlight fig-mvooh0\">Config 2026</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Get started",
      "headingHtml": "<h2 id=\"81161637be07\" class=\"fig-1mu3s5x\">Get started</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Learn",
      "headingHtml": "<h2 id=\"eabaa77f684b\" class=\"fig-1mu3s5x\">Learn</h2>",
      "firstParagraph": "Figma lets you turn big ideas into real products. Brainstorm, design, and build with your team.",
      "paragraphHtml": "<p class=\"fig-xmt8mz\">Figma lets you turn big ideas into real products. Brainstorm, design, and build with your team.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Prompt, code, and design from first idea to final product",
      "headingHtml": "<h2 class=\"fig-1ni3mc6\">Prompt, code, and design from first idea to final product</h2>",
      "firstParagraph": "Prompt to code anything you can imagine with AI.",
      "paragraphHtml": "<p class=\"fig-1fgkanl\">Prompt to code anything you can imagine with AI.</p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Bring everyone together with systems that scale",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Bring everyone together with systems that scale</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Share libraries and design systems across teams.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Share libraries and design systems across teams.</h3>",
      "firstParagraph": "Create reusable components, variables, and brand assets to keep your entire organization building with the same visual language.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Create reusable components, variables, and brand assets to keep your entire organization building with the same visual language.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unlock your team with on-brand templates.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Unlock your team with on-brand templates.</h3>",
      "firstParagraph": "Share templates with your organization so anyone can quickly create social media assets, display ads, one-pagers, and more.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Share templates with your organization so anyone can quickly create social media assets, display ads, one-pagers, and more.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create one source of truth for devs and designers.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Create one source of truth for devs and designers.</h3>",
      "firstParagraph": "Get specs, annotations, and code snippets in one dedicated space with Dev Mode.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Get specs, annotations, and code snippets in one dedicated space with Dev Mode.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ship products, any way you want",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Ship products, any way you want</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Turn Figma context into code",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"true\" aria-controls=\"drawer-content-_R_36l9klubsodqivb_\" id=\"drawer-title-_R_36l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-1fyckd0\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M15.2 20.8v-1.075l.76.76a3.2 3.2 0 1 0 4.525-4.525l-.76-.76H20.8a3.2 3.2 0 0 0 0-6.4h-1.075l.76-.76a3.2 3.2 0 1 0-4.525-4.525l-.76.76V3....",
      "firstParagraph": "Our Figma MCP server lets you bring Figma context directly into your agentic coding tools.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Our Figma MCP server lets you bring Figma context directly into your agentic coding tools.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Publish custom websites—with or without code",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"drawer-content-_R_56l9klubsodqivb_\" id=\"drawer-title-_R_56l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-185q1t3\"><path fill=\"currentColor\" d=\"M22.4 24H1.6V8.8H6A.4.4 0 0 0 6 8h-.4a4 4 0 1 1 0-8h12.8a4 4 0 0 1 0 8H18a.4.4 0 0 0 0 .8h4.4z\"/></svg><span class=\"fig-1viykop\">Publish custom websites&#x201...",
      "firstParagraph": "Design responsive websites in Figma Sites, then tweak with code or AI until everything is just right.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Design responsive websites in Figma Sites, then tweak with code or AI until everything is just right.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ship products faster with AI",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"drawer-content-_R_76l9klubsodqivb_\" id=\"drawer-title-_R_76l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-19vjwa8\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M11.937 20.21 9.749 24H4.44a4.44 4.44 0 0 1-2.312-8.231A4.4 4.4 0 0 1 0 12c0-1.599.853-2.998 2.128-3.769A4.44 4.44 0 0 1 4.44 0h5.164l2...",
      "firstParagraph": "Drop a design file into Figma Make and chat with AI to quickly create a live, functional app.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Drop a design file into Figma Make and chat with AI to quickly create a live, functional app. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore what people are making",
      "headingHtml": "<h2 id=\"_R_64lubsodqivb_\" class=\"fig-1f8oq3u\"><span class=\"fig-c4ssih\">Explore what people are making</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Virtual Teleportation Portal App",
      "headingHtml": "<h3 id=\"_R_1kte4lubsodqivb_\" class=\"fig-1jvzyek\">Virtual Teleportation Portal App</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Bubbles Design System",
      "headingHtml": "<h3 id=\"_R_2kte4lubsodqivb_\" class=\"fig-1jvzyek\">Bubbles Design System</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Virtual Graffiti Wall",
      "headingHtml": "<h3 id=\"_R_3kte4lubsodqivb_\" class=\"fig-1jvzyek\">Virtual Graffiti Wall</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pixel Editor",
      "headingHtml": "<h3 id=\"_R_4kte4lubsodqivb_\" class=\"fig-1jvzyek\">Pixel Editor</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cursor Images",
      "headingHtml": "<h3 id=\"_R_5kte4lubsodqivb_\" class=\"fig-1jvzyek\">Cursor Images</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pattern Generator",
      "headingHtml": "<h3 id=\"_R_6kte4lubsodqivb_\" class=\"fig-1jvzyek\">Pattern Generator</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Flower Catcher",
      "headingHtml": "<h3 id=\"_R_7kte4lubsodqivb_\" class=\"fig-1jvzyek\">Flower Catcher</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Earworm Studio",
      "headingHtml": "<h3 id=\"_R_8kte4lubsodqivb_\" class=\"fig-1jvzyek\">Earworm Studio</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Start with a template. Make just about anything.",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Start with a template. Make just about anything.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Websites",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Websites</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Social media",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Social media</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Mobile apps",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Mobile apps</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Presentations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Presentations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Invitations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Invitations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Illustrations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Illustrations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Portfolio templates",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Portfolio templates</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Plugins",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Plugins</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Web ads",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Web ads</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Icons",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Icons</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Figma Socials",
      "headingHtml": "<h2 class=\"fig-wzss7r\">Figma Socials</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product",
      "headingHtml": "<h2 id=\"865903f499c9\" class=\"fig-1gg9t03\">Product</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Plans",
      "headingHtml": "<h2 id=\"e0cfc0ae9d68\" class=\"fig-1gg9t03\">Plans</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Use cases",
      "headingHtml": "<h2 id=\"3dd218c63d00\" class=\"fig-1gg9t03\">Use cases</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Resources",
      "headingHtml": "<h2 id=\"3b28ea1b5f7f\" class=\"fig-1gg9t03\">Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h2 id=\"f457ab08619e\" class=\"fig-1gg9t03\">Company</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence

{
  "h2Count": 16,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

42 image(s) are missing width/height attributes. 2 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

70/100

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 70/100 and needs improvement.

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 880,
  "htmlBytes": 1643376,
  "imagesMissingDimensions": [
    {
      "src": "https://cdn.sanity.io/images/599r6htc/regionalized/e1ec9de7a44ce0965110a262e0aeda01ec3e48a1-810x456.png?w=810&h=456&q=75&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "eager",
      "html": "<img class=\"fig-8atqhb\" loading=\"eager\" alt srcset=\"https://cdn.sanity.io/images/599r6htc/regionalized/e1ec9de7a44ce0965110a262e0aeda01ec3e48a1-810x456.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.5 405w, https://cdn.sanity.io/images/599r6htc/regionalized/e1ec9de7a44ce0965110a262e0aeda01ec3e48a1-810x456.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.75 608w, https://cdn.sanity.io/images/599r6htc/regionalized/e1ec9de7a44ce0965110a262e0aeda01ec3e48a1-810x456.png?q=75&amp;fit=max&amp;auto=form..."
    },
    {
      "src": "https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?w=540&h=304&q=75&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "eager",
      "html": "<img class=\"fig-8atqhb\" loading=\"eager\" alt srcset=\"https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.5 270w, https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?q=75&amp;fit=max&amp;auto=format&amp;dpr=0.75 405w, https://cdn.sanity.io/images/599r6htc/regionalized/1883a9ebc4ce697b718301ad247c0fff45c572c1-540x304.png?q=75&amp;fit=max&amp;auto=form..."
    },
    {
      "src": "data:image/png;base64,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",
      "width": "",
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  "possibleDialogs": [
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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

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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  "sectionCount": 40,
  "passing": 0,
  "failing": [
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      "words": 0,
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      "heading": "Organizations",
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      "firstParagraph": "Config 2026",
      "paragraphHtml": "<p class=\"nav-highlight fig-mvooh0\">Config 2026</p>",
      "words": 2,
      "direct": false,
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      "firstParagraph": "",
      "paragraphHtml": "",
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    },
    {
      "heading": "Learn",
      "headingHtml": "<h2 id=\"eabaa77f684b\" class=\"fig-1mu3s5x\">Learn</h2>",
      "firstParagraph": "Figma lets you turn big ideas into real products. Brainstorm, design, and build with your team.",
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      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Prompt, code, and design from first idea to final product",
      "headingHtml": "<h2 class=\"fig-1ni3mc6\">Prompt, code, and design from first idea to final product</h2>",
      "firstParagraph": "Prompt to code anything you can imagine with AI.",
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      "words": 9,
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    },
    {
      "heading": "Bring everyone together with systems that scale",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Bring everyone together with systems that scale</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Share libraries and design systems across teams.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Share libraries and design systems across teams.</h3>",
      "firstParagraph": "Create reusable components, variables, and brand assets to keep your entire organization building with the same visual language.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Create reusable components, variables, and brand assets to keep your entire organization building with the same visual language.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unlock your team with on-brand templates.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Unlock your team with on-brand templates.</h3>",
      "firstParagraph": "Share templates with your organization so anyone can quickly create social media assets, display ads, one-pagers, and more.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Share templates with your organization so anyone can quickly create social media assets, display ads, one-pagers, and more.</p>",
      "words": 18,
      "direct": false,
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    },
    {
      "heading": "Create one source of truth for devs and designers.",
      "headingHtml": "<h3 class=\"fig-7hfnf0\">Create one source of truth for devs and designers.</h3>",
      "firstParagraph": "Get specs, annotations, and code snippets in one dedicated space with Dev Mode.",
      "paragraphHtml": "<p class=\"fig-1ibk0rt\">Get specs, annotations, and code snippets in one dedicated space with Dev Mode.</p>",
      "words": 13,
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    {
      "heading": "Ship products, any way you want",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Ship products, any way you want</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
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    },
    {
      "heading": "Turn Figma context into code",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"true\" aria-controls=\"drawer-content-_R_36l9klubsodqivb_\" id=\"drawer-title-_R_36l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-1fyckd0\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M15.2 20.8v-1.075l.76.76a3.2 3.2 0 1 0 4.525-4.525l-.76-.76H20.8a3.2 3.2 0 0 0 0-6.4h-1.075l.76-.76a3.2 3.2 0 1 0-4.525-4.525l-.76.76V3....",
      "firstParagraph": "Our Figma MCP server lets you bring Figma context directly into your agentic coding tools.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Our Figma MCP server lets you bring Figma context directly into your agentic coding tools.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Publish custom websites—with or without code",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"drawer-content-_R_56l9klubsodqivb_\" id=\"drawer-title-_R_56l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-185q1t3\"><path fill=\"currentColor\" d=\"M22.4 24H1.6V8.8H6A.4.4 0 0 0 6 8h-.4a4 4 0 1 1 0-8h12.8a4 4 0 0 1 0 8H18a.4.4 0 0 0 0 .8h4.4z\"/></svg><span class=\"fig-1viykop\">Publish custom websites&#x201...",
      "firstParagraph": "Design responsive websites in Figma Sites, then tweak with code or AI until everything is just right.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Design responsive websites in Figma Sites, then tweak with code or AI until everything is just right.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ship products faster with AI",
      "headingHtml": "<h3 class=\"fig-11wp5ad\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"drawer-content-_R_76l9klubsodqivb_\" id=\"drawer-title-_R_76l9klubsodqivb_\" class=\"fig-bwla62\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"fig-19vjwa8\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M11.937 20.21 9.749 24H4.44a4.44 4.44 0 0 1-2.312-8.231A4.4 4.4 0 0 1 0 12c0-1.599.853-2.998 2.128-3.769A4.44 4.44 0 0 1 4.44 0h5.164l2...",
      "firstParagraph": "Drop a design file into Figma Make and chat with AI to quickly create a live, functional app.",
      "paragraphHtml": "<p class=\"fig-w732xd\">Drop a design file into Figma Make and chat with AI to quickly create a live, functional app. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore what people are making",
      "headingHtml": "<h2 id=\"_R_64lubsodqivb_\" class=\"fig-1f8oq3u\"><span class=\"fig-c4ssih\">Explore what people are making</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Virtual Teleportation Portal App",
      "headingHtml": "<h3 id=\"_R_1kte4lubsodqivb_\" class=\"fig-1jvzyek\">Virtual Teleportation Portal App</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Bubbles Design System",
      "headingHtml": "<h3 id=\"_R_2kte4lubsodqivb_\" class=\"fig-1jvzyek\">Bubbles Design System</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Virtual Graffiti Wall",
      "headingHtml": "<h3 id=\"_R_3kte4lubsodqivb_\" class=\"fig-1jvzyek\">Virtual Graffiti Wall</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pixel Editor",
      "headingHtml": "<h3 id=\"_R_4kte4lubsodqivb_\" class=\"fig-1jvzyek\">Pixel Editor</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cursor Images",
      "headingHtml": "<h3 id=\"_R_5kte4lubsodqivb_\" class=\"fig-1jvzyek\">Cursor Images</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pattern Generator",
      "headingHtml": "<h3 id=\"_R_6kte4lubsodqivb_\" class=\"fig-1jvzyek\">Pattern Generator</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Flower Catcher",
      "headingHtml": "<h3 id=\"_R_7kte4lubsodqivb_\" class=\"fig-1jvzyek\">Flower Catcher</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Earworm Studio",
      "headingHtml": "<h3 id=\"_R_8kte4lubsodqivb_\" class=\"fig-1jvzyek\">Earworm Studio</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Start with a template. Make just about anything.",
      "headingHtml": "<h2 class=\"fig-87ew1r\">Start with a template. Make just about anything.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Websites",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Websites</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Social media",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Social media</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Mobile apps",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Mobile apps</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Presentations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Presentations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Invitations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Invitations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Illustrations",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Illustrations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Portfolio templates",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Portfolio templates</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Plugins",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Plugins</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Web ads",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Web ads</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Icons",
      "headingHtml": "<h3 class=\"fig-1lhl7uw\">Icons</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Figma Socials",
      "headingHtml": "<h2 class=\"fig-wzss7r\">Figma Socials</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product",
      "headingHtml": "<h2 id=\"865903f499c9\" class=\"fig-1gg9t03\">Product</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Plans",
      "headingHtml": "<h2 id=\"e0cfc0ae9d68\" class=\"fig-1gg9t03\">Plans</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Use cases",
      "headingHtml": "<h2 id=\"3dd218c63d00\" class=\"fig-1gg9t03\">Use cases</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Resources",
      "headingHtml": "<h2 id=\"3b28ea1b5f7f\" class=\"fig-1gg9t03\">Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h2 id=\"f457ab08619e\" class=\"fig-1gg9t03\">Company</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 83/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: interface, tool, make, anything, possible.

Details

Why it matters

Check name

GEO: Entity clarity

Score

83/100

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 83/100 and needs improvement.

Evidence

{
  "title": "Figma: The Collaborative Interface Design Tool",
  "h1": "Make anything possible, all in Figma",
  "description": "Figma is the leading collaborative design platform for building meaningful products. Design, prototype, and build products faster—while gathering feedback all in one place.",
  "topicOverlap": 0.4444444444444444,
  "topicTerms": [
    "figma",
    "collaborative",
    "interface",
    "design",
    "tool",
    "make",
    "anything",
    "possible",
    "all"
  ],
  "descriptionTerms": [
    "figma",
    "leading",
    "collaborative",
    "design",
    "platform",
    "building",
    "meaningful",
    "products",
    "prototype",
    "build",
    "faster",
    "while",
    "gathering",
    "feedback",
    "all",
    "one",
    "place"
  ],
  "missingFromDescription": [
    "interface",
    "tool",
    "make",
    "anything",
    "possible"
  ],
  "score": 83,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

1 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 3,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 86/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: interface, tool, make, anything, possible.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

86/100

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 86/100 and needs improvement.

Evidence

{
  "title": "Figma: The Collaborative Interface Design Tool",
  "h1": "Make anything possible, all in Figma",
  "description": "Figma is the leading collaborative design platform for building meaningful products. Design, prototype, and build products faster—while gathering feedback all in one place.",
  "topicOverlap": 0.4444444444444444,
  "definitionCount": 3,
  "topicTerms": [
    "figma",
    "collaborative",
    "interface",
    "design",
    "tool",
    "make",
    "anything",
    "possible",
    "all"
  ],
  "descriptionTerms": [
    "figma",
    "leading",
    "collaborative",
    "design",
    "platform",
    "building",
    "meaningful",
    "products",
    "prototype",
    "build",
    "faster",
    "while",
    "gathering",
    "feedback",
    "all",
    "one",
    "place"
  ],
  "missingFromDescription": [
    "interface",
    "tool",
    "make",
    "anything",
    "possible"
  ],
  "score": 86,
  "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

Issue

Missing likely AI Overview intent sections: how, compare.

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "Use cases",
      "html": "<h2 id=\"5751951a1d2d\" class=\"fig-1mu3s5x\">Use cases</h2>"
    },
    {
      "text": "Roles",
      "html": "<h2 id=\"def1df54cdb2\" class=\"fig-1mu3s5x\">Roles</h2>"
    },
    {
      "text": "Organizations",
      "html": "<h2 id=\"23c0553b5be4\" class=\"fig-1mu3s5x\">Organizations</h2>"
    },
    {
      "text": "Get started",
      "html": "<h2 id=\"81161637be07\" class=\"fig-1mu3s5x\">Get started</h2>"
    },
    {
      "text": "Learn",
      "html": "<h2 id=\"eabaa77f684b\" class=\"fig-1mu3s5x\">Learn</h2>"
    },
    {
      "text": "Prompt, code, and design from first idea to final product",
      "html": "<h2 class=\"fig-1ni3mc6\">Prompt, code, and design from first idea to final product</h2>"
    },
    {
      "text": "Bring everyone together with systems that scale",
      "html": "<h2 class=\"fig-87ew1r\">Bring everyone together with systems that scale</h2>"
    },
    {
      "text": "Ship products, any way you want",
      "html": "<h2 class=\"fig-87ew1r\">Ship products, any way you want</h2>"
    },
    {
      "text": "Explore what people are making",
      "html": "<h2 id=\"_R_64lubsodqivb_\" class=\"fig-1f8oq3u\"><span class=\"fig-c4ssih\">Explore what people are making</span></h2>"
    },
    {
      "text": "Start with a template. Make just about anything.",
      "html": "<h2 class=\"fig-87ew1r\">Start with a template. Make just about anything.</h2>"
    },
    {
      "text": "Figma Socials",
      "html": "<h2 class=\"fig-wzss7r\">Figma Socials</h2>"
    },
    {
      "text": "Product",
      "html": "<h2 id=\"865903f499c9\" class=\"fig-1gg9t03\">Product</h2>"
    },
    {
      "text": "Plans",
      "html": "<h2 id=\"e0cfc0ae9d68\" class=\"fig-1gg9t03\">Plans</h2>"
    },
    {
      "text": "Use cases",
      "html": "<h2 id=\"3dd218c63d00\" class=\"fig-1gg9t03\">Use cases</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 id=\"3b28ea1b5f7f\" class=\"fig-1gg9t03\">Resources</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 id=\"f457ab08619e\" class=\"fig-1gg9t03\">Company</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Figma: The Collaborative Interface Design Tool?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Figma: The Collaborative Interface Design Tool work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Figma: The Collaborative Interface Design Tool?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Figma: The Collaborative Interface Design Tool free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Figma: The Collaborative Interface Design Tool compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Figma: The Collaborative Interface Design Tool work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Figma: The Collaborative Interface Design Tool compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

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

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/plain",
            "length": 9
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/plain",
            "length": 9
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 1096235
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

Missing likely AI Overview intent sections: how, compare.

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Use cases",
      "html": "<h2 id=\"5751951a1d2d\" class=\"fig-1mu3s5x\">Use cases</h2>"
    },
    {
      "text": "Roles",
      "html": "<h2 id=\"def1df54cdb2\" class=\"fig-1mu3s5x\">Roles</h2>"
    },
    {
      "text": "Organizations",
      "html": "<h2 id=\"23c0553b5be4\" class=\"fig-1mu3s5x\">Organizations</h2>"
    },
    {
      "text": "Get started",
      "html": "<h2 id=\"81161637be07\" class=\"fig-1mu3s5x\">Get started</h2>"
    },
    {
      "text": "Learn",
      "html": "<h2 id=\"eabaa77f684b\" class=\"fig-1mu3s5x\">Learn</h2>"
    },
    {
      "text": "Prompt, code, and design from first idea to final product",
      "html": "<h2 class=\"fig-1ni3mc6\">Prompt, code, and design from first idea to final product</h2>"
    },
    {
      "text": "Bring everyone together with systems that scale",
      "html": "<h2 class=\"fig-87ew1r\">Bring everyone together with systems that scale</h2>"
    },
    {
      "text": "Ship products, any way you want",
      "html": "<h2 class=\"fig-87ew1r\">Ship products, any way you want</h2>"
    },
    {
      "text": "Explore what people are making",
      "html": "<h2 id=\"_R_64lubsodqivb_\" class=\"fig-1f8oq3u\"><span class=\"fig-c4ssih\">Explore what people are making</span></h2>"
    },
    {
      "text": "Start with a template. Make just about anything.",
      "html": "<h2 class=\"fig-87ew1r\">Start with a template. Make just about anything.</h2>"
    },
    {
      "text": "Figma Socials",
      "html": "<h2 class=\"fig-wzss7r\">Figma Socials</h2>"
    },
    {
      "text": "Product",
      "html": "<h2 id=\"865903f499c9\" class=\"fig-1gg9t03\">Product</h2>"
    },
    {
      "text": "Plans",
      "html": "<h2 id=\"e0cfc0ae9d68\" class=\"fig-1gg9t03\">Plans</h2>"
    },
    {
      "text": "Use cases",
      "html": "<h2 id=\"3dd218c63d00\" class=\"fig-1gg9t03\">Use cases</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 id=\"3b28ea1b5f7f\" class=\"fig-1gg9t03\">Resources</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 id=\"f457ab08619e\" class=\"fig-1gg9t03\">Company</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Figma: The Collaborative Interface Design Tool?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Figma: The Collaborative Interface Design Tool work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Figma: The Collaborative Interface Design Tool?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Figma: The Collaborative Interface Design Tool free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Figma: The Collaborative Interface Design Tool compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Figma: The Collaborative Interface Design Tool work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Figma: The Collaborative Interface Design Tool compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><!--YHR8gv1TgGN2pt7IxBDY9--><html><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/002cf99d1cc0cc01-s.p.ttf\" as=\"font\" crossorigin=\"\" type=\"font/ttf\"/><link rel=\"preload\" href=\"/_next/static/media/17fffab3726b9623-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/7c42ed55a7834032-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/15174936337ed0f5.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/85727c6743ab1c33.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/f758d7c021aacc24.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\""
      },
      "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.figma.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.figma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.figma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.figma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Uses ARIA roles on incompatible elements

100 Fail

Check name

Uses ARIA roles on incompatible elements

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Many HTML elements can only be assigned certain ARIA roles. Using ARIA roles where they are not allowed can interfere with the accessibility of the web page. [Learn more about ARIA roles](https://dequeuniversity.com/rules/axe/4.10/aria-allowed-role).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Many HTML elements can only be assigned certain ARIA roles. Using ARIA roles where they are not allowed can interfere with the accessibility of the web page. [Learn more about ARIA roles](https://dequeuniversity.com/rules/axe/4.10/aria-allowed-role)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

33 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

27.6 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "27.6 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 27598.656000000006
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

25 Fail

Check name

Image optimization

Score

25/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with incorrect aspect ratio",
      "score": 0
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 50,
      "displayValue": "Est savings of 67 KiB",
      "numericValue": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

21 Fail

Check name

Loading performance

Score

37/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 12,
      "displayValue": "2.6 s",
      "numericValue": 2603.5648
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 0,
      "displayValue": "10.5 s",
      "numericValue": 10450.468946159366
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "13.2 s",
      "numericValue": 13209.56740481496
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "32,860 ms",
      "numericValue": 32861
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "10,000 ms",
      "numericValue": 10000
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 40 ms",
      "numericValue": 42.419000000000004
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "46.6 s",
      "numericValue": 46648.1148
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100,
      "displayValue": "",
      "numericValue": 0
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 16.976
    },
    {
      "id": "third-party-summary",
      "title": "Minimize third-party usage",
      "score": 100,
      "displayValue": "Third-party code blocked the main thread for 0 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "10,450 ms"
    }
  ]
}

Fix with MCP or CLI

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

Score history

Public scan score over time

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

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 5, 2026	50/100	Level 3, Bot-Aware	Current report