CanAgentUse

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https://www.toptal.com/

SCANNED

Jun 10, 2026, 2:04 AM

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https://www.toptal.com/

SCANNED

Jun 10, 2026, 2:04:06 AMJun 10, 2026, 2:04 AM

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63/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Toptal - Hire Talent from the Top 3%

Toptal enables businesses to hire the world’s top talent. Since 2010, 25,000+ clients have trusted Toptal for talent, teams, and end-to-end solutions.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	30	Priority fix	6	17	0	View details
Discoverability	50	Needs work	4	5	0	View details
Content Readiness	33	Priority fix	2	8	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	10	Priority fix	6	29	1	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	82	Mostly ready	10	2	6	View details
GEO Readiness	Not Applicable	Not Applicable	4	0	0
AIO Readiness	80	Mostly ready	3	1	3	View details
AEO Readiness	75	Mostly ready	3	1	3	View details
SEO	100	Strong	11	0	0
SEO	100	Strong	11	0	0
Security & Trust	80	Mostly ready	8	1	0	View details
Security & Trust	80	Mostly ready	4	1	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	95	Strong	25	0	1
Performance	94	Strong	16	0	1
Accessibility	97	Strong	9	0	0

Prioritized recommendations

Issues ranked by score impact

34 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

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

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": "application/xml; 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": "<?xml version='1.0' encoding='UTF-8'?><Error><Code>NoSuchKey</Code><Message>The specified key does not exist.</Message><Details>No such object: toptal-production-well-known/.well-known/api-catalog</Details></Error>"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. 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": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/swagger.json",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 403,
            "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>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

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

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 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",
    "WebSite"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

33 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": [
          {
            "url": "https://frontier-assets.toptal.com",
            "rel": "preconnect"
          },
          {
            "url": "https://frontier-assets.toptal.com",
            "rel": "preconnect"
          },
          {
            "url": "https://assets.toptal.io",
            "rel": "preconnect"
          },
          {
            "url": "https://assets.toptal.io",
            "rel": "preconnect"
          },
          {
            "url": "https://frontier-assets.toptal.com/tw-82bfff2414d32789bd54.css",
            "rel": "preload"
          },
          {
            "url": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fimage%2F10778348%2Ffile%2Foptimized%2FJakub%2520Rehor-57fa8d36201c5b17aa90c3166ffecc1b.png&width=1024",
            "rel": "preload"
          },
          {
            "url": "https://frontier-assets.toptal.com/bc447dcd2473a499.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://frontier-assets.toptal.com/b514066e53e79bf0.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://frontier-assets.toptal.com/537cdd0465a548f0.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://frontier-assets.toptal.com/0d334d6378eced47.woff2",
            "rel": "preload",
            "type": "font/woff2"
          },
          {
            "url": "https://frontier-assets.toptal.com/83c3233febcfac09.css",
            "rel": "preload"
          },
          {
            "url": "https://assets.toptal.io/images?url=https%3A%2F%2Fwww.toptal.com%2Ftoptal-logo.png&width=360",
            "rel": "preload"
          }
        ]
      },
      "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 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": "application/xml; charset=UTF-8",
            "length": 223
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 224
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 211
          }
        ]
      },
      "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": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 211
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 223
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Sitemap

Sitemap is missing or incomplete.

33 Fail

Needs attention

Sitemap

Failed check

Issue

No valid XML sitemap found at checked locations: https://www.toptal.com/sitemap/master_index.xml, https://www.toptal.com/sitemap.xml, https://www.toptal.com/sitemap_index.xml, https://www.toptal.com/sitemap-index.xml.

Why it matters

Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.

Check name

Sitemap

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Publish a sitemap and reference it from robots.txt.

Result

Sitemap is missing or incomplete.

Evidence

{
  "checked": [
    "https://www.toptal.com/sitemap/master_index.xml",
    "https://www.toptal.com/sitemap.xml",
    "https://www.toptal.com/sitemap_index.xml",
    "https://www.toptal.com/sitemap-index.xml"
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 236
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

33 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 214
          },
          {
            "path": "/webmcp.json",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          },
          {
            "path": "/mcp.json",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          }
        ]
      },
      "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."
    }
  ]
}

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": "application/json; charset=utf-8",
            "length": 44
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 44
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
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": 403,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "accept-encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 548,
        "excerpt": "<!DOCTYPE html>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->",
        "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: 5 links missing accessible names; 2 buttons 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": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a data-testid=\"cover-image-link\" href=\"https://www.toptal.com/developers/laravel/restful-laravel-api-tutorial\" aria-hidden=\"true\" tabindex=\"-1\" class=\"_3WhNDoKN\"><picture class=\"!contents\" data-testid=\"picture\"><source srcset=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4086839%2Fpreview_image%2Foptimized%2FCover-blog%25402x-0637e2fd1f858d68fcd04e85ba944d8f.png&amp;width=360\" media=\"(max-width: 360px)\"><source srcset",
      "<a data-testid=\"cover-image-link\" href=\"https://www.toptal.com/developers/front-end/client-side-vs-server-side-pre-rendering\" aria-hidden=\"true\" tabindex=\"-1\" class=\"_3WhNDoKN\"><picture class=\"!contents\" data-testid=\"picture\"><source srcset=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4084621%2Fcover_image%2Fregular_500x200%2Funnamed-93fdd6780ec4ee5c6c6faea1726b86af.png 1x, https://assets.toptal.io/images?url=https%3A",
      "<a data-testid=\"cover-image-link\" href=\"https://www.toptal.com/designers/ui/gestalt-principles-of-design\" aria-hidden=\"true\" tabindex=\"-1\" class=\"_3WhNDoKN\"><picture class=\"!contents\" data-testid=\"picture\"><source srcset=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4086482%2Fcover_image%2Fregular_500x200%2Funnamed-7071d0eeb811e717c06f145279f57428.png 1x, https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.top",
      "<a data-testid=\"cover-image-link\" href=\"https://www.toptal.com/developers/terraform/terraform-vs-cloudformation\" aria-hidden=\"true\" tabindex=\"-1\" class=\"_3WhNDoKN\"><picture class=\"!contents\" data-testid=\"picture\"><source srcset=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4093164%2Fcover_image%2Fregular_500x200%2Funnamed-70fab926429d02b903b90cc43ad68b9a.png 1x, https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uplo",
      "<a data-testid=\"cover-image-link\" href=\"https://www.toptal.com/developers/react/react-state-management-tools-enterprise\" aria-hidden=\"true\" tabindex=\"-1\" class=\"_3WhNDoKN\"><picture class=\"!contents\" data-testid=\"picture\"><source srcset=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4094082%2Fcover_image%2Fregular_500x200%2Funnamed-028a821b4f88e2700a253d247edecdda.png 1x, https://assets.toptal.io/images?url=https%3A%2F%2"
    ],
    "inaccessibleButtons": [
      "<button class=\"items-center justify-center border-none cursor-pointer text-gray-500 hover:text-brand-blue disabled:text-gray-500 disabled:cursor-not-allowed outline-none focus-visible:ring-4 focus-visible:ring-brand-blue/50 m-0 p-0 absolute z-10 top-1/2 flex w-6 h-6 bg-white rounded-full shadow-md -translate-y-1/2 disabled:opacity-50\" data-ga-category=\"homepage\" data-ga-event=\"top_carousel\" data-ga-label=\"click_left_arrow\" tabindex=\"-1\" aria-hidden=\"true\"><svg viewBox=\"0 0 512 512\" class=\"w-4 h-",
      "<button class=\"items-center justify-center border-none cursor-pointer text-gray-500 hover:text-brand-blue disabled:text-gray-500 disabled:cursor-not-allowed outline-none focus-visible:ring-4 focus-visible:ring-brand-blue/50 m-0 p-0 absolute z-10 top-1/2 flex w-6 h-6 bg-white rounded-full shadow-md -translate-y-1/2 disabled:opacity-50\" data-ga-category=\"homepage\" data-ga-event=\"top_carousel\" data-ga-label=\"click_right_arrow\" tabindex=\"-1\" aria-hidden=\"true\"><svg viewBox=\"0 0 512 512\" class=\"w-4 h"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [
      "<img src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fimage%2F10778350%2Ffile%2Foptimized%2Fmckinseycompany-9aa8769d01b9a943e567e3f47b395604.svg\" class=\"block max-w-full h-8 object-contain object-left\" fetchpriority=\"high\" style=\"height:40px\">"
    ],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 49,
    "links": 543,
    "inaccessibleLinks": 5,
    "buttons": 55,
    "inaccessibleButtons": 2,
    "images": 132,
    "imagesWithAlt": 131,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 218
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 222
          },
          {
            "path": "/agent-card.json",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 226
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 220
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 213
          },
          {
            "path": "/agent.json",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 214
          },
          {
            "path": "/agents.json",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.toptal.com",
        "probes": [
          {
            "name": "_index._agents.www.toptal.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.toptal.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "www.toptal.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "toptal.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 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://rankings.newsweek.com/americas-most-reliable-companies-2026",
      "text": "#1 Most Reliable Professional Services Company in America",
      "html": "<a class=\"link-brand-blue\" href=\"https://rankings.newsweek.com/americas-most-reliable-companies-2026\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"font-weight:600\">#1 Most Reliable Professional Services Company in America</a>"
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a href=\"/about\" links class=\"flex items-center text-sm text-gray-800 font-regular shrink-0 h-full no-underline focus:outline focus:outline-brand-blue focus:-outline-offset-1 border-solid border-transparent border-0 border-b-2 pt-0.5 hover:border-brand-blue _1rZ7kgJi\">About Us</a>"
    },
    {
      "href": "/coaching",
      "text": "Learn more about Toptal's Coaching",
      "html": "<a href=\"/coaching\" class=\"_3FOSGJyC _2rRBGLXg paragraph-sm\">Learn more about Toptal&apos;s Coaching</a>"
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a href=\"/about\" class=\"_3FOSGJyC _2rRBGLXg\">About Us</a>"
    },
    {
      "href": "https://www.linkedin.com/company/toptal",
      "text": "",
      "html": "<a aria-label=\"Visit Toptal&#x2019;s LinkedIn page\" title=\"Follow Toptal on LinkedIn\" target=\"_blank\" rel=\"noreferrer noopener\" href=\"https://www.linkedin.com/company/toptal\" class=\"_1WaqKRpW\"><img alt=\"LinkedIn\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fsocial_link%2F10925223%2Ficon_gray%2Foptimized%2FLinkedIn%2520light%2520grey-4b8af82a8fa937ba77e97a31e5534ed2.svg\" loading=\"lazy\" decoding=\"async\" width=\"18\" class=\"w-[18px]..."
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a href=\"/contact\" class=\"_3FOSGJyC _2rRBGLXg\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy Policy",
      "html": "<a rel=\"nofollow\" href=\"/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/tos",
      "text": "Website Terms",
      "html": "<a rel=\"nofollow\" href=\"/tos\">Website Terms</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

8 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://rankings.newsweek.com/americas-most-reliable-companies-2026",
      "text": "#1 Most Reliable Professional Services Company in America",
      "html": "<a class=\"link-brand-blue\" href=\"https://rankings.newsweek.com/americas-most-reliable-companies-2026\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"font-weight:600\">#1 Most Reliable Professional Services Company in America</a>"
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a href=\"/about\" links class=\"flex items-center text-sm text-gray-800 font-regular shrink-0 h-full no-underline focus:outline focus:outline-brand-blue focus:-outline-offset-1 border-solid border-transparent border-0 border-b-2 pt-0.5 hover:border-brand-blue _1rZ7kgJi\">About Us</a>"
    },
    {
      "href": "/coaching",
      "text": "Learn more about Toptal's Coaching",
      "html": "<a href=\"/coaching\" class=\"_3FOSGJyC _2rRBGLXg paragraph-sm\">Learn more about Toptal&apos;s Coaching</a>"
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a href=\"/about\" class=\"_3FOSGJyC _2rRBGLXg\">About Us</a>"
    },
    {
      "href": "https://www.linkedin.com/company/toptal",
      "text": "",
      "html": "<a aria-label=\"Visit Toptal&#x2019;s LinkedIn page\" title=\"Follow Toptal on LinkedIn\" target=\"_blank\" rel=\"noreferrer noopener\" href=\"https://www.linkedin.com/company/toptal\" class=\"_1WaqKRpW\"><img alt=\"LinkedIn\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fsocial_link%2F10925223%2Ficon_gray%2Foptimized%2FLinkedIn%2520light%2520grey-4b8af82a8fa937ba77e97a31e5534ed2.svg\" loading=\"lazy\" decoding=\"async\" width=\"18\" class=\"w-[18px]..."
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a href=\"/contact\" class=\"_3FOSGJyC _2rRBGLXg\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy Policy",
      "html": "<a rel=\"nofollow\" href=\"/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/tos",
      "text": "Website Terms",
      "html": "<a rel=\"nofollow\" href=\"/tos\">Website Terms</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

6 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

45 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": 48,
  "passing": 3,
  "failing": [
    {
      "heading": "High-impact Solutions Executed by World-class Leadership and Talent",
      "headingHtml": "<h2 class=\"max-w-[502px] mx-auto mb-2 heading-md md:heading-lg lg:text-[46px] lg:mb-4 lg:ml-0 font-semibold text-gray-900 text-pretty\" data-testid=\"hero-title\">High-impact Solutions Executed by World-class Leadership and Talent </h2>",
      "firstParagraph": "Toptal solves complex business challenges with outcome-oriented services and solutions tailored to your needs. From technology to marketing to management consulting, we offer everything you need to achieve your goals.",
      "paragraphHtml": "<p class=\"mb-6 lg:mb-8 text-gray-900 text-base leading-3 lg:text-lg lg:leading-4\">Toptal solves complex business challenges with outcome-oriented services and solutions tailored to your needs. From technology to marketing to management consulting, we offer everything you need to achieve your goals. </p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Toptal Ranked #1 Most Reliable Professional Services Company in America",
      "headingHtml": "<h2 class=\"font-bold heading-sm md:heading-lg lg:heading-sm [@media(min-width:1180px)]:heading-md [@media(min-width:1285px)]:heading-lg mb-4 text-white text-pretty\" data-testid=\"hero-title\">Toptal Ranked #1 Most Reliable Professional Services Company in America </h2>",
      "firstParagraph": "Newsweek and Statista’s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s.",
      "paragraphHtml": "<p class=\"text-base text-white font-regular leading-3 *:text-white [&amp;&gt;a]:underline\">Newsweek and Statista&#x2019;s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s. </p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Build Amazing Teams, On Demand",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"usp-title\">Build Amazing Teams, On&#xa0;Demand</h2>",
      "firstParagraph": "Quickly assemble the teams you need, exactly when you need them.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">Quickly assemble the teams you need, exactly when you need them.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hire Quickly",
      "headingHtml": "<h3 class=\"mb-3 heading-xs font-semibold\" data-testid=\"benefit-title\">Hire Quickly</h3>",
      "firstParagraph": "Hire in under 48 hours. Scale up or down, no strings attached. We offer flexible engagements from hourly to full-time.",
      "paragraphHtml": "<p class=\"paragraph-md text-gray-700 font-light\">Hire in under 48 hours. Scale up or down, no strings attached. We offer flexible engagements from hourly to full-time.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "A Level Above",
      "headingHtml": "<h3 class=\"mb-3 heading-xs font-semibold\" data-testid=\"benefit-title\">A Level Above</h3>",
      "firstParagraph": "Every single freelancer in our global network embodies the highest levels of integrity, professionalism, and communication.",
      "paragraphHtml": "<p class=\"paragraph-md text-gray-700 font-light\">Every single freelancer in our global network embodies the highest levels of integrity, professionalism, and communication.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hiring Made Easy",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"feature-stepper-title\">Hiring Made Easy</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Talk to One of Our Industry Experts",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">Talk to One of Our Industry Experts</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Work With Hand-Selected Talent",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">Work With Hand-Selected Talent</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The Right Fit, Guaranteed",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">The Right Fit, Guaranteed</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Meet Talent in Our Network",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"talent-network-section-title\">Meet Talent in Our Network</h2>",
      "firstParagraph": "Adam Ivansky",
      "paragraphHtml": "<p class=\"paragraph-md font-semibold\"><a class=\"text-decoration-inherit hover:underline focus-visible:outline outline-2 outline-offset-1 outline-brand-blue/50 text-brand-blue visited:text-brand-blue\" href=\"https://www.toptal.com/developers/resume/adam-ivansky\">Adam Ivansky</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore Our Consulting & Services",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Explore Our Consulting &amp; Services</h2>",
      "firstParagraph": "We offer a comprehensive, customizable portfolio of services that help you solve your business challenges and achieve your strategic goals.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs max-w-160 text-gray-700\">We offer a comprehensive, customizable portfolio of services that help you solve your business challenges and achieve your strategic goals.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why Organizations Choose Toptal",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"clients-grid-title\">Why Organizations Choose Toptal</h2>",
      "firstParagraph": "Discover the many ways in which our clients have embraced the benefits of working with Toptal.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">Discover the many ways in which our clients have embraced the benefits of working with Toptal.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaborations With Leading Brands",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"partnership-section-title\">Collaborations With Leading Brands</h2>",
      "firstParagraph": "We collaborate with a number of top-tier companies on imagining the future of work.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">We collaborate with a number of top-tier companies on imagining the future of&#xa0;work.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Opportunity Loop: An Inside Look at How to Attract and Retain Top Talent",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">The Opportunity Loop: An Inside Look at How to Attract and Retain Top Talent</h3>",
      "firstParagraph": "Toptal Partnership",
      "paragraphHtml": "<p class=\"paragraph-xs font-semibold text-brand-blue mb-1\">Toptal Partnership</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Industry Perspective: Salesforce on Team Alignment and Agile Talent",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">Industry Perspective: Salesforce on Team Alignment and Agile Talent</h3>",
      "firstParagraph": "Toptal Partnership",
      "paragraphHtml": "<p class=\"paragraph-xs font-semibold text-brand-blue mb-1\">Toptal Partnership</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Call to Action: The On-demand Business Model",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">Call to Action: The On-demand Business Model</h3>",
      "firstParagraph": "Ready to get started?",
      "paragraphHtml": "<p class=\"text-lg font-semibold text-center\">Ready to get started?</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our Clients’ Satisfaction is Our Top Priority",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"client-testimonials-title\">Our Clients&#x2019; Satisfaction is Our Top Priority</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "We have a reputation for helping clients around the world find success on their most important projects",
      "headingHtml": "<h3 class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">We have a reputation for helping clients around the world find success on their most important projects</h3>",
      "firstParagraph": "140+",
      "paragraphHtml": "<p class=\"font-semibold text-lg leading-4 text-gray-900\">140+</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore Trending Toptal Publications",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"blog-section-title\">Explore Trending Toptal Publications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Laravel API Tutorial: Creating and Testing a RESTful API",
      "headingHtml": "<h3 id=\"laravel-api-tutorial-creating-and-testing-a-res-tful-api\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/laravel/restful-laravel-api-tutorial\" class=\"_3TN3ICzn\">Laravel API Tutorial: Creating and Testing a RESTful API</a></h3>",
      "firstParagraph": "Laravel 12 modernizes API development with cleaner syntax, streamlined tooling, and developer-first conventions. Learn to build, secure, and test RESTful APIs with best practices and minimal setup.",
      "paragraphHtml": "<p>Laravel 12 modernizes API development with cleaner syntax, streamlined tooling, and developer-first conventions. Learn to build, secure, and test RESTful APIs with best practices and minimal setup.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Client-side vs. Server-side Development: Key Differences and Advantages Explained",
      "headingHtml": "<h3 id=\"client-side-vs-server-side-development-key-differences-and-advantages-explained\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/front-end/client-side-vs-server-side-pre-rendering\" class=\"_3TN3ICzn\">Client-side vs. Server-side Development: Key Differences and Advantages Explained</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Gestalt Principles: Strategic Design Framework for UI/UX Leaders",
      "headingHtml": "<h3 id=\"gestalt-principles-strategic-design-framework-for-ui-ux-leaders\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/designers/ui/gestalt-principles-of-design\" class=\"_3TN3ICzn\">Gestalt Principles: Strategic Design Framework for UI/UX Leaders</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Terraform vs. CloudFormation: Choosing the Right IaC Tool",
      "headingHtml": "<h3 id=\"terraform-vs-cloud-formation-choosing-the-right-ia-c-tool\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/terraform/terraform-vs-cloudformation\" class=\"_3TN3ICzn\">Terraform vs. CloudFormation: Choosing the Right IaC Tool</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "React State Management Libraries: Top Tools and How to Choose One",
      "headingHtml": "<h3 id=\"react-state-management-libraries-top-tools-and-how-to-choose-one\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/react/react-state-management-tools-enterprise\" class=\"_3TN3ICzn\">React State Management Libraries: Top Tools and How to Choose One</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Discover Our Expert Skillsets",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"skill-categories-section-title\">Discover Our Expert Skillsets</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Web Development",
      "headingHtml": "<h3>Web Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "DevOps & Cloud Computing",
      "headingHtml": "<h3>DevOps &amp; Cloud Computing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "UX/UI Designers",
      "headingHtml": "<h3>UX/UI Designers</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Programming Languages",
      "headingHtml": "<h3>Programming Languages</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Software Development Roles & Collaboration Models",
      "headingHtml": "<h3>Software Development Roles &amp; Collaboration Models</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Quality Assurance & Testing",
      "headingHtml": "<h3>Quality Assurance &amp; Testing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "API Development & Integration",
      "headingHtml": "<h3>API Development &amp; Integration</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Blockchain Development",
      "headingHtml": "<h3>Blockchain Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Desktop Development",
      "headingHtml": "<h3>Desktop Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AR/VR & Game Development",
      "headingHtml": "<h3>AR/VR &amp; Game Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Mobile Development",
      "headingHtml": "<h3>Mobile Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Data Science & AI",
      "headingHtml": "<h3>Data Science &amp; AI</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Database & Big Data Technologies",
      "headingHtml": "<h3>Database &amp; Big Data Technologies</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "CMS Platforms",
      "headingHtml": "<h3>CMS Platforms</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "E-commerce & CRM Platforms",
      "headingHtml": "<h3>E-commerce &amp; CRM Platforms</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Visual & Brand Design",
      "headingHtml": "<h3>Visual &amp; Brand Design</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product & Project Management",
      "headingHtml": "<h3>Product &amp; Project Management</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Finance & Management Consulting",
      "headingHtml": "<h3>Finance &amp; Management Consulting</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Marketing",
      "headingHtml": "<h3>Marketing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Trending Skills & Roles",
      "headingHtml": "<h3>Trending Skills &amp; Roles</h3>",
      "firstParagraph": "Top talent is in high demand.",
      "paragraphHtml": "<p class=\"_2cRDOdQK\" data-testid=\"hire-cta-title\">Top talent is in high&#xa0;demand.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

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

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 48,
  "passing": 3,
  "failing": [
    {
      "heading": "High-impact Solutions Executed by World-class Leadership and Talent",
      "headingHtml": "<h2 class=\"max-w-[502px] mx-auto mb-2 heading-md md:heading-lg lg:text-[46px] lg:mb-4 lg:ml-0 font-semibold text-gray-900 text-pretty\" data-testid=\"hero-title\">High-impact Solutions Executed by World-class Leadership and Talent </h2>",
      "firstParagraph": "Toptal solves complex business challenges with outcome-oriented services and solutions tailored to your needs. From technology to marketing to management consulting, we offer everything you need to achieve your goals.",
      "paragraphHtml": "<p class=\"mb-6 lg:mb-8 text-gray-900 text-base leading-3 lg:text-lg lg:leading-4\">Toptal solves complex business challenges with outcome-oriented services and solutions tailored to your needs. From technology to marketing to management consulting, we offer everything you need to achieve your goals. </p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Toptal Ranked #1 Most Reliable Professional Services Company in America",
      "headingHtml": "<h2 class=\"font-bold heading-sm md:heading-lg lg:heading-sm [@media(min-width:1180px)]:heading-md [@media(min-width:1285px)]:heading-lg mb-4 text-white text-pretty\" data-testid=\"hero-title\">Toptal Ranked #1 Most Reliable Professional Services Company in America </h2>",
      "firstParagraph": "Newsweek and Statista’s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s.",
      "paragraphHtml": "<p class=\"text-base text-white font-regular leading-3 *:text-white [&amp;&gt;a]:underline\">Newsweek and Statista&#x2019;s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s. </p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Build Amazing Teams, On Demand",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"usp-title\">Build Amazing Teams, On&#xa0;Demand</h2>",
      "firstParagraph": "Quickly assemble the teams you need, exactly when you need them.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">Quickly assemble the teams you need, exactly when you need them.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hire Quickly",
      "headingHtml": "<h3 class=\"mb-3 heading-xs font-semibold\" data-testid=\"benefit-title\">Hire Quickly</h3>",
      "firstParagraph": "Hire in under 48 hours. Scale up or down, no strings attached. We offer flexible engagements from hourly to full-time.",
      "paragraphHtml": "<p class=\"paragraph-md text-gray-700 font-light\">Hire in under 48 hours. Scale up or down, no strings attached. We offer flexible engagements from hourly to full-time.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "A Level Above",
      "headingHtml": "<h3 class=\"mb-3 heading-xs font-semibold\" data-testid=\"benefit-title\">A Level Above</h3>",
      "firstParagraph": "Every single freelancer in our global network embodies the highest levels of integrity, professionalism, and communication.",
      "paragraphHtml": "<p class=\"paragraph-md text-gray-700 font-light\">Every single freelancer in our global network embodies the highest levels of integrity, professionalism, and communication.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Hiring Made Easy",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"feature-stepper-title\">Hiring Made Easy</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Talk to One of Our Industry Experts",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">Talk to One of Our Industry Experts</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Work With Hand-Selected Talent",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">Work With Hand-Selected Talent</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The Right Fit, Guaranteed",
      "headingHtml": "<h3 data-testid=\"step-title\" class=\"_2ouGJDHw\">The Right Fit, Guaranteed</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Meet Talent in Our Network",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"talent-network-section-title\">Meet Talent in Our Network</h2>",
      "firstParagraph": "Adam Ivansky",
      "paragraphHtml": "<p class=\"paragraph-md font-semibold\"><a class=\"text-decoration-inherit hover:underline focus-visible:outline outline-2 outline-offset-1 outline-brand-blue/50 text-brand-blue visited:text-brand-blue\" href=\"https://www.toptal.com/developers/resume/adam-ivansky\">Adam Ivansky</a></p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore Our Consulting & Services",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Explore Our Consulting &amp; Services</h2>",
      "firstParagraph": "We offer a comprehensive, customizable portfolio of services that help you solve your business challenges and achieve your strategic goals.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs max-w-160 text-gray-700\">We offer a comprehensive, customizable portfolio of services that help you solve your business challenges and achieve your strategic goals.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why Organizations Choose Toptal",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"clients-grid-title\">Why Organizations Choose Toptal</h2>",
      "firstParagraph": "Discover the many ways in which our clients have embraced the benefits of working with Toptal.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">Discover the many ways in which our clients have embraced the benefits of working with Toptal.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaborations With Leading Brands",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"partnership-section-title\">Collaborations With Leading Brands</h2>",
      "firstParagraph": "We collaborate with a number of top-tier companies on imagining the future of work.",
      "paragraphHtml": "<p class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">We collaborate with a number of top-tier companies on imagining the future of&#xa0;work.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Opportunity Loop: An Inside Look at How to Attract and Retain Top Talent",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">The Opportunity Loop: An Inside Look at How to Attract and Retain Top Talent</h3>",
      "firstParagraph": "Toptal Partnership",
      "paragraphHtml": "<p class=\"paragraph-xs font-semibold text-brand-blue mb-1\">Toptal Partnership</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Industry Perspective: Salesforce on Team Alignment and Agile Talent",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">Industry Perspective: Salesforce on Team Alignment and Agile Talent</h3>",
      "firstParagraph": "Toptal Partnership",
      "paragraphHtml": "<p class=\"paragraph-xs font-semibold text-brand-blue mb-1\">Toptal Partnership</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Call to Action: The On-demand Business Model",
      "headingHtml": "<h3 class=\"heading-xs md:heading-sm font-bold text-gray-800 group-hover:text-brand-blue-dark\">Call to Action: The On-demand Business Model</h3>",
      "firstParagraph": "Ready to get started?",
      "paragraphHtml": "<p class=\"text-lg font-semibold text-center\">Ready to get started?</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our Clients’ Satisfaction is Our Top Priority",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"client-testimonials-title\">Our Clients&#x2019; Satisfaction is Our Top Priority</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "We have a reputation for helping clients around the world find success on their most important projects",
      "headingHtml": "<h3 class=\"paragraph-md font-regular 2xl:heading-xs text-gray-700\">We have a reputation for helping clients around the world find success on their most important projects</h3>",
      "firstParagraph": "140+",
      "paragraphHtml": "<p class=\"font-semibold text-lg leading-4 text-gray-900\">140+</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore Trending Toptal Publications",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"blog-section-title\">Explore Trending Toptal Publications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Laravel API Tutorial: Creating and Testing a RESTful API",
      "headingHtml": "<h3 id=\"laravel-api-tutorial-creating-and-testing-a-res-tful-api\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/laravel/restful-laravel-api-tutorial\" class=\"_3TN3ICzn\">Laravel API Tutorial: Creating and Testing a RESTful API</a></h3>",
      "firstParagraph": "Laravel 12 modernizes API development with cleaner syntax, streamlined tooling, and developer-first conventions. Learn to build, secure, and test RESTful APIs with best practices and minimal setup.",
      "paragraphHtml": "<p>Laravel 12 modernizes API development with cleaner syntax, streamlined tooling, and developer-first conventions. Learn to build, secure, and test RESTful APIs with best practices and minimal setup.</p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Client-side vs. Server-side Development: Key Differences and Advantages Explained",
      "headingHtml": "<h3 id=\"client-side-vs-server-side-development-key-differences-and-advantages-explained\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/front-end/client-side-vs-server-side-pre-rendering\" class=\"_3TN3ICzn\">Client-side vs. Server-side Development: Key Differences and Advantages Explained</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Gestalt Principles: Strategic Design Framework for UI/UX Leaders",
      "headingHtml": "<h3 id=\"gestalt-principles-strategic-design-framework-for-ui-ux-leaders\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/designers/ui/gestalt-principles-of-design\" class=\"_3TN3ICzn\">Gestalt Principles: Strategic Design Framework for UI/UX Leaders</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Terraform vs. CloudFormation: Choosing the Right IaC Tool",
      "headingHtml": "<h3 id=\"terraform-vs-cloud-formation-choosing-the-right-ia-c-tool\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/terraform/terraform-vs-cloudformation\" class=\"_3TN3ICzn\">Terraform vs. CloudFormation: Choosing the Right IaC Tool</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "React State Management Libraries: Top Tools and How to Choose One",
      "headingHtml": "<h3 id=\"react-state-management-libraries-top-tools-and-how-to-choose-one\" class=\"_33gBmGaL\"><a data-testid=\"blog-card-link\" href=\"https://www.toptal.com/developers/react/react-state-management-tools-enterprise\" class=\"_3TN3ICzn\">React State Management Libraries: Top Tools and How to Choose One</a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Discover Our Expert Skillsets",
      "headingHtml": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"skill-categories-section-title\">Discover Our Expert Skillsets</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Web Development",
      "headingHtml": "<h3>Web Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "DevOps & Cloud Computing",
      "headingHtml": "<h3>DevOps &amp; Cloud Computing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "UX/UI Designers",
      "headingHtml": "<h3>UX/UI Designers</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Programming Languages",
      "headingHtml": "<h3>Programming Languages</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Software Development Roles & Collaboration Models",
      "headingHtml": "<h3>Software Development Roles &amp; Collaboration Models</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Quality Assurance & Testing",
      "headingHtml": "<h3>Quality Assurance &amp; Testing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "API Development & Integration",
      "headingHtml": "<h3>API Development &amp; Integration</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Blockchain Development",
      "headingHtml": "<h3>Blockchain Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Desktop Development",
      "headingHtml": "<h3>Desktop Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AR/VR & Game Development",
      "headingHtml": "<h3>AR/VR &amp; Game Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Mobile Development",
      "headingHtml": "<h3>Mobile Development</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Data Science & AI",
      "headingHtml": "<h3>Data Science &amp; AI</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Database & Big Data Technologies",
      "headingHtml": "<h3>Database &amp; Big Data Technologies</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "CMS Platforms",
      "headingHtml": "<h3>CMS Platforms</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "E-commerce & CRM Platforms",
      "headingHtml": "<h3>E-commerce &amp; CRM Platforms</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Visual & Brand Design",
      "headingHtml": "<h3>Visual &amp; Brand Design</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product & Project Management",
      "headingHtml": "<h3>Product &amp; Project Management</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Finance & Management Consulting",
      "headingHtml": "<h3>Finance &amp; Management Consulting</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Marketing",
      "headingHtml": "<h3>Marketing</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Trending Skills & Roles",
      "headingHtml": "<h3>Trending Skills &amp; Roles</h3>",
      "firstParagraph": "Top talent is in high demand.",
      "paragraphHtml": "<p class=\"_2cRDOdQK\" data-testid=\"hire-cta-title\">Top talent is in high&#xa0;demand.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

108 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 2761,
  "htmlBytes": 520251,
  "imagesMissingDimensions": [
    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fcompany_logo%2F10976513%2Fimage%2Foriginal%2Fnewsweekl-46e8d219827c1468c3e2cadb6c715f4b.svg",
      "width": "",
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      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Ftrustpilot_section%2Fstatistic%2F10666114%2Ficon%2Foptimized%2Fearth-planet-globe-b02d1b55afbe2ba3daf1c8b0a1525df1.svg\" loading=\"lazy\" decoding=\"async\" class=\"w-12 h-12\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Ftrustpilot_section%2Fstatistic%2F10666113%2Ficon%2Foptimized%2Fjobs-0e1589e7f11a2d16d6db2350fa4063bc.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Ftrustpilot_section%2Fstatistic%2F10666113%2Ficon%2Foptimized%2Fjobs-0e1589e7f11a2d16d6db2350fa4063bc.svg\" loading=\"lazy\" decoding=\"async\" class=\"w-12 h-12\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fcompany_logo%2F9412406%2Fdark_image%2Foptimized%2FBCG%2520X-28e1608067aa95bba7088c99d9b38371.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"BCG X\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fcompany_logo%2F9412406%2Fdark_image%2Foptimized%2FBCG%2520X-28e1608067aa95bba7088c99d9b38371.svg\" loading=\"lazy\" decoding=\"async\" class=\"mt-2 self-start h-8 max-w-full object-contain\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Zoetis\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fcompany_logo%2F6084076%2Fdark_image%2Foptimized%2FZoetis-dark-db471bae1980aa1d9d9d2fb31ad1c5b4.svg\" loading=\"lazy\" decoding=\"async\" class=\"mt-2 self-start h-8 max-w-full object-contain\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Cleveland Cavaliers\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fcompany_logo%2F9412407%2Fdark_image%2Foptimized%2FCleveland%2520Cavaliers%25201-e95830ac62c440e68e19aa13cdf2209c.svg\" loading=\"lazy\" decoding=\"async\" class=\"mt-2 self-start h-8 max-w-full object-contain\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4086839%2Fpreview_image%2Foptimized%2FCover-blog%25402x-0637e2fd1f858d68fcd04e85ba944d8f.png\" loading=\"lazy\" decoding=\"async\" role=\"presentation\" data-testid=\"cover-image\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Alex Braden\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F1170960%2Fpicture%2Fretina_64x64%2Fhuge_5e8fb091c4516c3d5e9ae3c040e4b9fa-af4128ff5701965932a2be49ae01327a.png&amp;width=360\" loading=\"lazy\" decoding=\"async\" class=\"max-w-full h-auto block align-middle basis-full font-family-inherit aspect-square object-cover\" data-testid=\"avatar\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4084621%2Fcover_image%2Fretina_500x200%2Funnamed-aae1d00cfb542698fd9fd9d6971eb55f.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4084621%2Fcover_image%2Fretina_500x200%2Funnamed-aae1d00cfb542698fd9fd9d6971eb55f.png\" loading=\"lazy\" decoding=\"async\" role=\"presentation\" data-testid=\"cover-image\">"
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      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F768943%2Fpicture%2Fretina_64x64%2Fhuge_94d617ddd1398464b17b883a6f8c6210-1e699e6c279976ddc39ff1360b2ff149.png&width=360",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Alan Hadyk\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F768943%2Fpicture%2Fretina_64x64%2Fhuge_94d617ddd1398464b17b883a6f8c6210-1e699e6c279976ddc39ff1360b2ff149.png&amp;width=360\" loading=\"lazy\" decoding=\"async\" class=\"max-w-full h-auto block align-middle basis-full font-family-inherit aspect-square object-cover\" data-testid=\"avatar\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4086482%2Fcover_image%2Fretina_500x200%2Funnamed-115cbc6ba596cea2299e63b8017d4bdd.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4086482%2Fcover_image%2Fretina_500x200%2Funnamed-115cbc6ba596cea2299e63b8017d4bdd.png\" loading=\"lazy\" decoding=\"async\" role=\"presentation\" data-testid=\"cover-image\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F1164137%2Fpicture%2Fretina_64x64%2Fhuge_1485f31497b66c6e6a74ec5cb95022a7-417a49e9b11cd8ed2994a1ac356266f1.jpg&width=360",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Adel Benzehda\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F1164137%2Fpicture%2Fretina_64x64%2Fhuge_1485f31497b66c6e6a74ec5cb95022a7-417a49e9b11cd8ed2994a1ac356266f1.jpg&amp;width=360\" loading=\"lazy\" decoding=\"async\" class=\"max-w-full h-auto block align-middle basis-full font-family-inherit aspect-square object-cover\" data-testid=\"avatar\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4093164%2Fcover_image%2Fretina_500x200%2Funnamed-a13c5ae772184cbe29b7b35c49f4f7e3.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4093164%2Fcover_image%2Fretina_500x200%2Funnamed-a13c5ae772184cbe29b7b35c49f4f7e3.png\" loading=\"lazy\" decoding=\"async\" role=\"presentation\" data-testid=\"cover-image\">"
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    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Emiliano Angieri\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F1164130%2Fpicture%2Fretina_64x64%2Fhuge_e99165d5aa84c1abed09e3c44f185392-3a5a61132914b7c0a3225dc68ef24ae6.jpg&amp;width=360\" loading=\"lazy\" decoding=\"async\" class=\"max-w-full h-auto block align-middle basis-full font-family-inherit aspect-square object-cover\" data-testid=\"avatar\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4094082%2Fcover_image%2Fretina_500x200%2Funnamed-44b289c298e42035389c7a88d8cf4900.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fblog_post_page%2F4094082%2Fcover_image%2Fretina_500x200%2Funnamed-44b289c298e42035389c7a88d8cf4900.png\" loading=\"lazy\" decoding=\"async\" role=\"presentation\" data-testid=\"cover-image\">"
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      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Teimur Gasanov\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Ftalent%2F131700%2Fpicture%2Fretina_64x64%2Fhuge_a114ffe766ec87c161d88c7a29df1ba6-2d0d8f91e4084f3c3898bc9dd6807b38.png&amp;width=360\" loading=\"lazy\" decoding=\"async\" class=\"max-w-full h-auto block align-middle basis-full font-family-inherit aspect-square object-cover\" data-testid=\"avatar\">"
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    {
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      "width": "18",
      "height": "",
      "loading": "lazy",
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      "height": "",
      "loading": "lazy",
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      "width": "18",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Facebook\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fsocial_link%2F10925221%2Ficon_gray%2Foptimized%2FFacebook%2520light%2520grey-f0a742f7fd30faa3e29ae91c3c3a5a87.svg\" loading=\"lazy\" decoding=\"async\" width=\"18\" class=\"w-[18px] h-[18px]\">"
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    {
      "src": "https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fsocial_link%2F10925220%2Ficon_gray%2Foptimized%2FInstagram%2520light%2520grey-b9f28e4fdf37d17e31cbaf408e3c3867.svg",
      "width": "18",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Instagram\" src=\"https://assets.toptal.io/images?url=https%3A%2F%2Fbs-uploads.toptal.io%2Fblackfish-uploads%2Fcomponents%2Fsocial_link%2F10925220%2Ficon_gray%2Foptimized%2FInstagram%2520light%2520grey-b9f28e4fdf37d17e31cbaf408e3c3867.svg\" loading=\"lazy\" decoding=\"async\" width=\"18\" class=\"w-[18px] h-[18px]\">"
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  "possibleDialogs": [
    "<div id=\"modal-host\"></div>"
  ],
  "score": 75,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "High-impact Solutions Executed by World-class Leadership and Talent",
      "html": "<h2 class=\"max-w-[502px] mx-auto mb-2 heading-md md:heading-lg lg:text-[46px] lg:mb-4 lg:ml-0 font-semibold text-gray-900 text-pretty\" data-testid=\"hero-title\">High-impact Solutions Executed by World-class Leadership and Talent </h2>"
    },
    {
      "text": "Leverage World-class Talent",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Leverage World-class Talent</h2>"
    },
    {
      "text": "Toptal Ranked #1 Most Reliable Professional Services Company in America",
      "html": "<h2 class=\"font-bold heading-sm md:heading-lg lg:heading-sm [@media(min-width:1180px)]:heading-md [@media(min-width:1285px)]:heading-lg mb-4 text-white text-pretty\" data-testid=\"hero-title\">Toptal Ranked #1 Most Reliable Professional Services Company in America </h2>"
    },
    {
      "text": "Build Amazing Teams, On Demand",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"usp-title\">Build Amazing Teams, On&#xa0;Demand</h2>"
    },
    {
      "text": "Hiring Made Easy",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"feature-stepper-title\">Hiring Made Easy</h2>"
    },
    {
      "text": "Meet Talent in Our Network",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"talent-network-section-title\">Meet Talent in Our Network</h2>"
    },
    {
      "text": "Explore Our Consulting & Services",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Explore Our Consulting &amp; Services</h2>"
    },
    {
      "text": "Why Organizations Choose Toptal",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"clients-grid-title\">Why Organizations Choose Toptal</h2>"
    },
    {
      "text": "Collaborations With Leading Brands",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"partnership-section-title\">Collaborations With Leading Brands</h2>"
    },
    {
      "text": "Our Clients’ Satisfaction is Our Top Priority",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"client-testimonials-title\">Our Clients&#x2019; Satisfaction is Our Top Priority</h2>"
    },
    {
      "text": "Explore Trending Toptal Publications",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"blog-section-title\">Explore Trending Toptal Publications</h2>"
    },
    {
      "text": "Discover Our Expert Skillsets",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"skill-categories-section-title\">Discover Our Expert Skillsets</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Toptal - Hire Talent from the Top 3% work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Toptal - Hire Talent from the Top 3% free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Toptal - Hire Talent from the Top 3% compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Toptal - Hire Talent from the Top 3% work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Toptal - Hire Talent from the Top 3% free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Toptal - Hire Talent from the Top 3% 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": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          },
          {
            "path": "/api/context",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          },
          {
            "path": "/context",
            "statusCode": 403,
            "contentType": "text/html; charset=UTF-8",
            "length": 4547
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "High-impact Solutions Executed by World-class Leadership and Talent",
      "html": "<h2 class=\"max-w-[502px] mx-auto mb-2 heading-md md:heading-lg lg:text-[46px] lg:mb-4 lg:ml-0 font-semibold text-gray-900 text-pretty\" data-testid=\"hero-title\">High-impact Solutions Executed by World-class Leadership and Talent </h2>"
    },
    {
      "text": "Leverage World-class Talent",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Leverage World-class Talent</h2>"
    },
    {
      "text": "Toptal Ranked #1 Most Reliable Professional Services Company in America",
      "html": "<h2 class=\"font-bold heading-sm md:heading-lg lg:heading-sm [@media(min-width:1180px)]:heading-md [@media(min-width:1285px)]:heading-lg mb-4 text-white text-pretty\" data-testid=\"hero-title\">Toptal Ranked #1 Most Reliable Professional Services Company in America </h2>"
    },
    {
      "text": "Build Amazing Teams, On Demand",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"usp-title\">Build Amazing Teams, On&#xa0;Demand</h2>"
    },
    {
      "text": "Hiring Made Easy",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"feature-stepper-title\">Hiring Made Easy</h2>"
    },
    {
      "text": "Meet Talent in Our Network",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"talent-network-section-title\">Meet Talent in Our Network</h2>"
    },
    {
      "text": "Explore Our Consulting & Services",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"verticals-title\">Explore Our Consulting &amp; Services</h2>"
    },
    {
      "text": "Why Organizations Choose Toptal",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"clients-grid-title\">Why Organizations Choose Toptal</h2>"
    },
    {
      "text": "Collaborations With Leading Brands",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"partnership-section-title\">Collaborations With Leading Brands</h2>"
    },
    {
      "text": "Our Clients’ Satisfaction is Our Top Priority",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"client-testimonials-title\">Our Clients&#x2019; Satisfaction is Our Top Priority</h2>"
    },
    {
      "text": "Explore Trending Toptal Publications",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"blog-section-title\">Explore Trending Toptal Publications</h2>"
    },
    {
      "text": "Discover Our Expert Skillsets",
      "html": "<h2 class=\"heading-sm md:heading-lg font-semibold 2xl:heading-xl text-gray-900\" data-testid=\"skill-categories-section-title\">Discover Our Expert Skillsets</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Toptal - Hire Talent from the Top 3% work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Toptal - Hire Talent from the Top 3% free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Toptal - Hire Talent from the Top 3% compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Toptal - Hire Talent from the Top 3%?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Toptal - Hire Talent from the Top 3% work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Toptal - Hire Talent from the Top 3% free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Toptal - Hire Talent from the Top 3% compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

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

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 403,
        "contentType": "text/html; charset=UTF-8",
        "length": 4547,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 3990,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/title",
            "/html;",
            "/cdn-cgi/styles/cf.errors.css",
            "/cdn-cgi/styles/cf.errors.ie.css",
            "/style",
            "/script",
            "/head",
            "/div",
            "/h1",
            "/span"
          ],
          "rawExcerpt": "<!DOCTYPE html>\n<!--[if lt IE 7]> <html class=\"no-js ie6 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 7]>    <html class=\"no-js ie7 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if IE 8]>    <html class=\"no-js ie8 oldie\" lang=\"en-US\"> <![endif]-->\n<!--[if gt IE 8]><!--> <html class=\"no-js\" lang=\"en-US\"> <!--<![endif]-->\n<head>\n<title>Attention Required! | Cloudflare</title>\n<meta charset=\"UTF-8\" />\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\" />\n<meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\" />\n<meta name=\"robots\" content=\"noindex, nofollow\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" />\n<link rel=\"stylesheet\" id=\"cf_styles-css\" href=\"/cdn-cgi/styles/cf.errors.css\" />\n<!--[if lt IE 9]><link rel=\"stylesheet\" id='cf_styles-ie-css' href=\"/cdn-cgi"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "application/xml; charset=UTF-8",
        "length": 227,
        "text": "<?xml version='1.0' encoding='UTF-8'?><Error><Code>NoSuchKey</Code><Message>The specified key does not exist.</Message><Details>No such object: toptal-production-well-known/.well-known/oauth-protected-resource</Details></Error>"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "application/xml; charset=UTF-8",
          "length": 229,
          "text": "<?xml version='1.0' encoding='UTF-8'?><Error><Code>NoSuchKey</Code><Message>The specified key does not exist.</Message><Details>No such object: toptal-production-well-known/.well-known/oauth-authorization-server</Details></Error>"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 223
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "application/xml; charset=UTF-8",
            "length": 229
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

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": "application/xml; 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": "<?xml version='1.0' encoding='UTF-8'?><Error><Code>NoSuchKey</Code><Message>The specified key does not exist.</Message><Details>No such object: toptal-production-well-known/.well-known/oauth-protected-resource</Details></Error>"
      },
      "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.toptal.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": 403,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.toptal.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 403,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.toptal.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 403,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.toptal.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 AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

50 Warning

Check name

Reduce unused JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 273 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 273 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 0
}

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 10, 2026	63/100	Level 3, Bot-Aware	Current report