CanAgentUse

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https://www.screamingfrog.co.uk/

SCANNED

Jun 5, 2026, 6:26 AM

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https://www.screamingfrog.co.uk/

SCANNED

Jun 5, 2026, 6:26:57 AMJun 5, 2026, 6:26 AM

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42/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

SEO Agency - Screaming Frog

We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	45	Priority fix	11	12	0	View details
Discoverability	57	Needs work	4	5	0	View details
Content Readiness	67	Needs work	7	3	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	4	Priority fix	4	24	2	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	4	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	0	Priority fix	0	8	0	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	77	Mostly ready	5	0	15
GEO Readiness	84	Mostly ready	2	0	4
AIO Readiness	80	Mostly ready	2	0	5
AEO Readiness	66	Needs work	1	0	6
SEO	85	Mostly ready	9	2	0	View details
SEO	85	Mostly ready	9	2	0	View details
Security & Trust	40	Priority fix	6	3	0	View details
Security & Trust	40	Priority fix	2	3	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	41	Priority fix	18	6	2	View details
Performance	27	Priority fix	8	3	2	View details
Accessibility	68	Needs work	10	3	0	View details

Prioritized recommendations

Issues ranked by score impact

50 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

50 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "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."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
          },
          {
            "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": "<html>\r\n<head><title>403 Forbidden</title></head>\r\n<body>\r\n<center><h1>403 Forbidden</h1></center>\r\n<hr><center>nginx</center>\r\n</body>\r\n</html>\r\n"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
          },
          {
            "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": "<html>\r\n<head><title>403 Forbidden</title></head>\r\n<body>\r\n<center><h1>403 Forbidden</h1></center>\r\n<hr><center>nginx</center>\r\n</body>\r\n</html>\r\n"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
          }
        ]
      },
      "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 DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

50 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: skipped heading levels; 11 links missing accessible names; 4 buttons missing accessible names; 0/5 applicable form inputs have autocomplete attributes (5 missing); missing alt text on >10% of images.

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": false,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": false,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"sf-badge sf-badge--google\" href=\"https://www.google.com/partners/agency?id=2326761065\" target=\"_blank\" style=\"background-image: url(&apos;https://www.gstatic.com/partners/badge/images/2024/PremierBadgeClickable.svg&apos;)\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/05/screaming-frog-seo-spider-v24.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/seo-spider-24/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/04/screaming-frog-log-file-analyser-7.jpg&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/log-file-analyser-7-0/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/04/johnmuft.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/the-brightonseo-crawling-clinic-april-may-26/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/04/markdown-blog-1938x417-1.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/generate-markdown-at-scale/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/04/green-seo.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/green-seo/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2024/09/bf-header.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/best-practices-for-on-site-campaign-content/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/02/designed-by-human.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/design-trends-shaping-2026/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/02/site-architecture-breadcrumbs.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/reconstructing-site-architecture-using-breadcrumbs/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2026/01/craw-grid_head.jpg&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/data-driven-content-pruning/\"></a>",
      "<a style=\"background-image: url(&apos;https://www.screamingfrog.co.uk/wp-content/uploads/2025/12/2025-awards.png&apos;);\" class=\"sf-post-preview__hero-img\" href=\"https://www.screamingfrog.co.uk/blog/screaming-frog-2025-search-awards-win/\"></a>"
    ],
    "inaccessibleButtons": [
      "<button class=\"sf-header__mobile-nav-control\" data-change-mobilemenu> <span class=\"sf-header__mobile-nav-control-item sf-header__mobile-nav-control-item--close\"> <i class=\"ri-close-line animated rubber-band\"></i> </span> <span class=\"sf-header__mobile-nav-control-item sf-header__mobile-nav-control-item--hamburger\"> <i class=\"ri-menu-3-line animated fade-in-right\"></i> </span> </button>",
      "<button class=\"sf-carousel__control-btn sf-carousel__control-btn--prev\" id=\"sf-carousel__control-btn--prev\" aria-controls=\"sf-carousel__items\" tabindex=\"-1\" data-controls=\"prev\" disabled> <i class=\"ri-arrow-left-line\"></i> </button>",
      "<button class=\"sf-carousel__control-btn sf-carousel__control-btn--next\" id=\"sf-carousel__control-btn--next\" aria-controls=\"sf-carousel__items\" tabindex=\"-1\" data-controls=\"next\"> <i class=\"ri-arrow-right-line\"></i> </button>",
      "<button class=\"sf-modal__close\" data-modal=\"close\"> <i class=\"ri-close-line\"></i> </button>"
    ],
    "missingAutocompleteInputs": [
      "<input value placeholder=\"Looking for something?\" class=\"sf-searchbar__field\" type=\"text\" name=\"s\" required>",
      "<input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Your Name\" value type=\"text\" name=\"your-name\">",
      "<input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email Address\" value type=\"email\" name=\"your-email\">",
      "<input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Your Name\" value type=\"text\" name=\"your-name\">",
      "<input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email Address\" value type=\"email\" name=\"your-email\">"
    ],
    "imagesMissingAlt": [
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-marketing.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/search-engine-marketing.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-optimisation.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/search-engine-optimisation.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/pay-per-click.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/pay-per-click.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/social-media.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/social-media.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/content-marketing.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/content-marketing.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/link-building.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/link-building.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/google-ads-audits.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/google-ads-audits.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/analytics-consultancy.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/analytics-consultancy.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/technical-seo.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/technical-seo.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/copywriting.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/copywriting.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/digital-pr.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/digital-pr.gif\">",
      "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/ai-search-optimisation.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/ai-search-optimisation.gif\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">",
      "<img class=\"x2 sf-agency-overview__client-img\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/home-logos.png\">",
      "<img class=\"animate-fly\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/footer-fly.png\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">",
      "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">",
      "<img id=\"sf-lightbox__img\" class=\"sf-lightbox__img\">",
      "<img height=\"1\" width=\"1\" style=\"display:none\" src=\"https://www.facebook.com/tr?id=509056172763498&amp;ev=PageView&amp;noscript=1\">",
      "<img src=\"https://t.co/i/adsct?bci=3&amp;dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&amp;eci=2&amp;event_id=038ecbc9-6b2f-452f-aff7-28c82d5c893f&amp;events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&amp;integration=advertiser&amp;p_id=Twitter&amp;p_user_id=0&amp;pl_id=c473f329-dea6-4f31-813c-63260368a58e&amp;pt=SEO%20Agency%20-%20Screaming%20Frog&amp;tw_document_href=https%3A%2F%2Fwww.screamingfrog.co.uk%2F&amp;tw_iframe_status=0&amp;",
      "<img src=\"https://analytics.twitter.com/i/adsct?bci=3&amp;dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&amp;eci=2&amp;event_id=038ecbc9-6b2f-452f-aff7-28c82d5c893f&amp;events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&amp;integration=advertiser&amp;p_id=Twitter&amp;p_user_id=0&amp;pl_id=c473f329-dea6-4f31-813c-63260368a58e&amp;pt=SEO%20Agency%20-%20Screaming%20Frog&amp;tw_document_href=https%3A%2F%2Fwww.screamingfrog.co.uk%2F&amp;tw_ifr"
    ],
    "skippedHeadingLevels": [
      "h1: We are a UK based SEO agency and the creators of the famous website crawler and log file analyser tools.",
      "h2: Search Engine Marketing",
      "h2: Search Engine Optimisation",
      "h2: Pay Per Click Management",
      "h2: Social Media Marketing",
      "h2: Content Marketing",
      "h2: Link Building",
      "h2: Google Ads Audits",
      "h2: Analytics Consultancy",
      "h2: Technical SEO",
      "h2: Digital Copywriting",
      "h2: Digital PR",
      "h2: AI Search Optimisation",
      "h2: SEO Spider Tool",
      "h4: Available On",
      "h2: We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "h2: Latest from the blog",
      "h2: Screaming Frog SEO Spider Update – Version 24.0",
      "h2: Screaming Frog Log File Analyser Update – Version 7.0",
      "h2: The brightonSEO Crawling Clinic April/May '26",
      "h2: Using the Screaming Frog SEO Spider to Generate Markdown at Scale",
      "h2: Green SEO: Leveraging Screaming Frog for a Sustainable Web",
      "h2: Out of Site, Out of Mind: Best Practices for Creating Valuable On-Site Campaign Content",
      "h2: Design Trends That Are Shaping 2026",
      "h2: Analysing and Reconstructing Site Architecture Using Breadcrumbs: A Practical SEO Guide",
      "h2: Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider",
      "h2: Screaming Frog & Good Travel Management Take Flight With UK Search Awards Win",
      "h3: Services",
      "h3: Latest Posts",
      "h3: Latest Guides",
      "h3: Contact Us",
      "h3: About Us",
      "h2: SEO Spider v.24.0",
      "h2: SEO Spider v.24.0",
      "h2: SEO Spider v.24.0",
      "h2: Log File Analyser v.7.0",
      "h2: Log File Analyser v.7.0",
      "h2: Log File Analyser v.7.0",
      "h2: Support Ticket",
      "h2: Support Ticket"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 40,
    "links": 195,
    "inaccessibleLinks": 11,
    "buttons": 5,
    "inaccessibleButtons": 4,
    "images": 39,
    "imagesWithAlt": 12,
    "autocompleteInputs": 5,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 5
  }
}

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
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 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": "frame-ancestors 'none';"
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

33 Fail

Needs attention

FAQPage schema

Failed check

Issue

FAQ content was detected but no FAQPage schema was found.

Why it matters

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

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

FAQPage schema is missing or incomplete.

Evidence

{
  "found": false,
  "visibleFaq": true,
  "allTypes": [
    "BreadcrumbList",
    "Organization",
    "WebPage",
    "WebSite"
  ]
}

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": [
    "BreadcrumbList",
    "Organization",
    "WebPage",
    "WebSite"
  ]
}

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

33 Fail

Needs attention

HSTS header

Failed check

Issue

HSTS header is missing or incomplete.

Why it matters

HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.

Check name

HSTS header

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Require HTTPS for repeat visits with Strict-Transport-Security.

Result

HSTS header is missing or incomplete.

Evidence

{
  "header": "strict-transport-security",
  "value": "max-age=0; includeSubDomains"
}

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": []
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

33 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "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 UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

25 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

25 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

25 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

25 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "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 UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="s"> is missing a label.
<input name="s"> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing a label.
<select> is missing tool-param-description.
<select> is missing a name attribute.
<select> is missing a label.
<select> is missing tool-param-description.
<input name="your-name"> is missing a label.
<input name="your-name"> is missing tool-param-description.
<input name="your-email"> is missing a label.
<input name="your-email"> is missing tool-param-description.
<textarea name="your-message"> is missing a label.
<textarea name="your-message"> is missing tool-param-description.
<input name="file-12"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
<textarea name="_wpcf7_ak_hp_textarea"> is missing tool-param-description.
<input name="your-name"> is missing a label.
<input name="your-name"> is missing tool-param-description.
<input name="your-email"> is missing a label.
<input name="your-email"> is missing tool-param-description.
<textarea name="your-message"> is missing a label.
<textarea name="your-message"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 3,
        "formsWithTags": 0,
        "totalInteractive": 216,
        "interactiveWithTags": 0,
        "totalCount": 219,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing a label.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description.",
          "<input name=\"file-12\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description.",
          "<input name=\"file-12\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
          "<textarea name=\"g-recaptcha-response\"> is missing a label.",
          "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 32,
        "issues": [
          "<input name=\"s\"> is missing a label.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description.",
          "<input name=\"file-12\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing a label."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<select> is missing a label."
            },
            {
              "type": "code",
              "value": "<select> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"your-name\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"your-name\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"your-email\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"your-email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"your-message\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<textarea name=\"your-message\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"file-12\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"your-name\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"your-name\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"your-email\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"your-email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"your-message\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<textarea name=\"your-message\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 3,
        "formsWithTags": 0,
        "totalInteractive": 216,
        "interactiveWithTags": 0,
        "totalCount": 219,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing a label.",
          "<input name=\"s\"> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<select> is missing a name attribute.",
          "<select> is missing a label.",
          "<select> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description.",
          "<input name=\"file-12\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
          "<input name=\"your-name\"> is missing a label.",
          "<input name=\"your-name\"> is missing tool-param-description.",
          "<input name=\"your-email\"> is missing a label.",
          "<input name=\"your-email\"> is missing tool-param-description.",
          "<textarea name=\"your-message\"> is missing a label.",
          "<textarea name=\"your-message\"> is missing tool-param-description.",
          "<input name=\"file-12\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
          "<textarea name=\"g-recaptcha-response\"> is missing a label.",
          "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 3,
    "formsWithTags": 0,
    "totalInteractive": 216,
    "interactiveWithTags": 0,
    "totalCount": 219,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"s\"> is missing a label.",
      "<input name=\"s\"> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing a label.",
      "<select> is missing tool-param-description.",
      "<select> is missing a name attribute.",
      "<select> is missing a label.",
      "<select> is missing tool-param-description.",
      "<input name=\"your-name\"> is missing a label.",
      "<input name=\"your-name\"> is missing tool-param-description.",
      "<input name=\"your-email\"> is missing a label.",
      "<input name=\"your-email\"> is missing tool-param-description.",
      "<textarea name=\"your-message\"> is missing a label.",
      "<textarea name=\"your-message\"> is missing tool-param-description.",
      "<input name=\"file-12\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
      "<input name=\"your-name\"> is missing a label.",
      "<input name=\"your-name\"> is missing tool-param-description.",
      "<input name=\"your-email\"> is missing a label.",
      "<input name=\"your-email\"> is missing tool-param-description.",
      "<textarea name=\"your-message\"> is missing a label.",
      "<textarea name=\"your-message\"> is missing tool-param-description.",
      "<input name=\"file-12\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<textarea name=\"_wpcf7_ak_hp_textarea\"> is missing tool-param-description.",
      "<textarea name=\"g-recaptcha-response\"> is missing a label.",
      "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

4 Warning

Needs attention

AIO: Source and trust signals

Warning

Issue

Missing AIO trust signals: author, publisher.

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

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2012-04-13T09:41:50+00:00",
    "2024-06-26T14:02:21+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/about/",
      "text": "About",
      "html": "<a href=\"https://www.screamingfrog.co.uk/about/\">About</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/about/",
      "text": "About",
      "html": "<a href=\"https://www.screamingfrog.co.uk/about/\">About</a>"
    },
    {
      "href": "https://www.linkedin.com/company/screaming-frog",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/screaming-frog\" target=\"_blank\" rel=\"&#x201d;noopener&#x201d;\"><img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/linkedin.png\" alt=\"Connect with us on LinkedIn\" title=\"LinkedIn\"></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/seo-spider/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/seo-spider/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/log-file-analyser/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/log-file-analyser/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\">Contact</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/seo-spider/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/seo-spider/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/log-file-analyser/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/log-file-analyser/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\">Contact</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Get in touch",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\" title=\"Contact Screaming Frog\">Get in touch</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "Disclaimer & Privacy Policy",
      "html": "<a class=\"footer-disclaimer\" href=\"https://www.screamingfrog.co.uk/privacy/\">Disclaimer &amp; Privacy Policy</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "privacy",
      "html": "<a href=\"https://www.screamingfrog.co.uk/privacy/\" target=\"_blank\">privacy</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "privacy",
      "html": "<a href=\"https://www.screamingfrog.co.uk/privacy/\" target=\"_blank\">privacy</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 72/100 and needs improvement.

4 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: agency, screaming, frog, based, creators, famous, website, crawler, log, file, analyser, tools.

Details

Why it matters

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

Check name

GEO: Entity clarity

Score

72/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Entity clarity scored 72/100 and needs improvement.

Evidence

{
  "title": "SEO Agency - Screaming Frog",
  "h1": "We are a UK based SEO agency and the creators of the famous website crawler and log file analyser tools.",
  "description": "We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity.",
  "topicOverlap": 0.07692307692307693,
  "topicTerms": [
    "seo",
    "agency",
    "screaming",
    "frog",
    "based",
    "creators",
    "famous",
    "website",
    "crawler",
    "log",
    "file",
    "analyser",
    "tools"
  ],
  "descriptionTerms": [
    "run",
    "remarkably",
    "successful",
    "search",
    "engine",
    "optimisation",
    "seo",
    "paid",
    "ppc",
    "campaigns",
    "unique",
    "blend",
    "data",
    "technology",
    "creativity"
  ],
  "missingFromDescription": [
    "agency",
    "screaming",
    "frog",
    "based",
    "creators",
    "famous",
    "website",
    "crawler",
    "log",
    "file",
    "analyser",
    "tools"
  ],
  "score": 72,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

30 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": 38,
  "passing": 8,
  "failing": [
    {
      "heading": "Search Engine Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Search Engine Optimisation",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Optimisation</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pay Per Click Management",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Pay Per Click</span> <span>Management</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Social Media Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Social Media</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Content Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Content</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Link Building",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Link</span> <span>Building</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Google Ads Audits",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Google Ads</span> <span>Audits</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Analytics Consultancy",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Analytics</span> <span>Consultancy</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Technical SEO",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Technical</span> <span>SEO</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Digital Copywriting",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>Copywriting</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Digital PR",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>PR</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI Search Optimisation",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>AI Search</span> <span>Optimisation</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "SEO Spider Tool",
      "headingHtml": "<h2>SEO Spider Tool</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "headingHtml": "<h2>We&apos;re an agency that develops search strategies for large brands to small and medium sized enterprises.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Latest from the blog",
      "headingHtml": "<h2>Latest from the blog</h2>",
      "firstParagraph": "19 May, 2026 by Dan Sharp",
      "paragraphHtml": "<p class=\"sf-post-preview__post-info\"> 19 May, 2026 by Dan Sharp </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Screaming Frog SEO Spider Update – Version 24.0",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/seo-spider-24/\"> Screaming Frog SEO Spider Update &#x2013; Version 24.0 </a> </h2>",
      "firstParagraph": "We’re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as ‘bolus’. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let’s take a...",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> We&#x2019;re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as &#x2018;bolus&#x2019;. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let&#x2019;s take a... </p>",
      "words": 43,
      "direct": false,
      "issue": "First paragraph is 43 words and does not look like a concise direct answer."
    },
    {
      "heading": "Green SEO: Leveraging Screaming Frog for a Sustainable Web",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/green-seo/\"> Green SEO: Leveraging Screaming Frog for a Sustainable Web </a> </h2>",
      "firstParagraph": "As SEOs, we obsess over performance. Speed. Crawl efficiency. Core Web Vitals. Conversions. But we rarely talk about the environmental cost of what we ship. The internet now accounts for roughly 4% of global greenhouse gas emissions – on par...",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> As SEOs, we obsess over performance. Speed. Crawl efficiency. Core Web Vitals. Conversions. But we rarely talk about the environmental cost of what we ship. The internet now accounts for roughly 4% of global greenhouse gas emissions &#x2013; on par... </p>",
      "words": 39,
      "direct": false,
      "issue": "First paragraph is 39 words and does not look like a concise direct answer."
    },
    {
      "heading": "Design Trends That Are Shaping 2026",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/design-trends-shaping-2026/\"> Design Trends That Are Shaping 2026 </a> </h2>",
      "firstParagraph": "2025 was a big year for technology, and we’re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it – distilling large-scale advancement into creative digital visual expression....",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> 2025 was a big year for technology, and we&#x2019;re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it &#x2013; distilling large-scale advancement into creative digital visual expression.... </p>",
      "words": 40,
      "direct": false,
      "issue": "First paragraph is 40 words and does not look like a concise direct answer."
    },
    {
      "heading": "Services",
      "headingHtml": "<h3>Services</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Latest Posts",
      "headingHtml": "<h3>Latest Posts</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Latest Guides",
      "headingHtml": "<h3 class=\"footer-subhead\">Latest Guides</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Contact Us",
      "headingHtml": "<h3>Contact Us</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Support Ticket",
      "headingHtml": "<h2>Support Ticket</h2>",
      "firstParagraph": "Fill out the form below to open a support ticket for the SEO Spider.",
      "paragraphHtml": "<p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">SEO Spider.</span> </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Support Ticket",
      "headingHtml": "<h2>Support Ticket</h2>",
      "firstParagraph": "Fill out the form below to open a support ticket for the Log File Analyser.",
      "paragraphHtml": "<p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">Log File Analyser.</span> </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "h2Count": 33,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

3 Warning

Needs attention

AEO: Answer evidence and trust

Warning

Issue

Missing AIO trust signals: author, publisher.

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

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2012-04-13T09:41:50+00:00",
    "2024-06-26T14:02:21+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/about/",
      "text": "About",
      "html": "<a href=\"https://www.screamingfrog.co.uk/about/\">About</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/about/",
      "text": "About",
      "html": "<a href=\"https://www.screamingfrog.co.uk/about/\">About</a>"
    },
    {
      "href": "https://www.linkedin.com/company/screaming-frog",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/screaming-frog\" target=\"_blank\" rel=\"&#x201d;noopener&#x201d;\"><img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/linkedin.png\" alt=\"Connect with us on LinkedIn\" title=\"LinkedIn\"></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/seo-spider/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/seo-spider/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/log-file-analyser/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/log-file-analyser/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\">Contact</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/seo-spider/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/seo-spider/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/log-file-analyser/support/",
      "text": "Support",
      "html": "<a href=\"https://www.screamingfrog.co.uk/log-file-analyser/support/\">Support</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\">Contact</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/contact-us/",
      "text": "Get in touch",
      "html": "<a href=\"https://www.screamingfrog.co.uk/contact-us/\" title=\"Contact Screaming Frog\">Get in touch</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "[email protected]",
      "html": "<a href=\"mailto:[email protected]\" class>[email protected]</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "Disclaimer & Privacy Policy",
      "html": "<a class=\"footer-disclaimer\" href=\"https://www.screamingfrog.co.uk/privacy/\">Disclaimer &amp; Privacy Policy</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "privacy",
      "html": "<a href=\"https://www.screamingfrog.co.uk/privacy/\" target=\"_blank\">privacy</a>"
    },
    {
      "href": "https://www.screamingfrog.co.uk/privacy/",
      "text": "privacy",
      "html": "<a href=\"https://www.screamingfrog.co.uk/privacy/\" target=\"_blank\">privacy</a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

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

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "candidatePassages": 9,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 5,
      "heading": "H2: We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "text": "Our team of technical and creative experts are dedicated to smarter search engine marketing. We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology and creativity. We also develop some of the best SEO tools in the industry. Get in touch to work with an SEO agency that gets results.",
      "words": 60,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (60 words; target 80-220)."
      ],
      "html": "<p>Our team of technical and creative experts are dedicated to smarter search engine marketing. We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology and creativity. We also develop some of the best SEO tools in the industry. <a href=\"https://www.screamingfrog.co.uk/contact-us/\" title=\"Contact Screaming Frog\">Get in touch</a> to work with an SEO agency that gets results.</p>"
    },
    {
      "index": 7,
      "heading": "H2: We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "text": "The team at Screaming Frog has been part of my extended marketing team, both at moo.com and now DogBuddy. They’re my go-to SEO agency - helping me achieve remarkable results from organic search in two very different industry sectors.",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"sf-quotation__quote\"> The team at Screaming Frog has been part of my extended marketing team, both at moo.com and now DogBuddy. They&#x2019;re my go-to SEO agency - helping me achieve remarkable results from organic search in two very different industry sectors. </p>"
    },
    {
      "index": 11,
      "heading": "H2: Screaming Frog SEO Spider Update – Version 24.0",
      "text": "We’re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as ‘bolus’. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let’s take a...",
      "words": 43,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220)."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> We&#x2019;re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as &#x2018;bolus&#x2019;. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let&#x2019;s take a... </p>"
    },
    {
      "index": 14,
      "heading": "H2: Screaming Frog Log File Analyser Update – Version 7.0",
      "text": "We’re delighted to announce the release of the Screaming Frog Log File Analyser 7.0. If you’re not already familiar with the Log File Analyser, it allows you to upload raw server log files, verify bots, and get valuable insight into...",
      "words": 43,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220)."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> We&#x2019;re delighted to announce the release of the Screaming Frog Log File Analyser 7.0. If you&#x2019;re not already familiar with the Log File Analyser, it allows you to upload raw server log files, verify bots, and get valuable insight into... </p>"
    },
    {
      "index": 17,
      "heading": "H2: The brightonSEO Crawling Clinic April/May '26",
      "text": "We’ve packed our bags, triple-checked the weather forecast (don’t want to jinx it, but it’s looking ), and we’re getting ready to crawl our way down to the coast. The Screaming Frog team is returning to the Brighton Centre for...",
      "words": 43,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> We&#x2019;ve packed our bags, triple-checked the weather forecast (don&#x2019;t want to jinx it, but it&#x2019;s looking <img draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"&#x1f44c;\" src=\"https://s.w.org/images/core/emoji/17.0.2/svg/1f44c.svg\">), and we&#x2019;re getting ready to crawl our way down to the coast. The Screaming Frog team is returning to the Brighton Centre for... </p>"
    },
    {
      "index": 20,
      "heading": "H2: Using the Screaming Frog SEO Spider to Generate Markdown at Scale",
      "text": "LLMs, RAG pipelines and various AI-powered tools are now a regular part of a lot of SEOs’ workflows, and a common starting point for many of them is getting content out of web pages and into a clean, usable format...",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> LLMs, RAG pipelines and various AI-powered tools are now a regular part of a lot of SEOs&#x2019; workflows, and a common starting point for many of them is getting content out of web pages and into a clean, usable format... </p>"
    },
    {
      "index": 29,
      "heading": "H2: Design Trends That Are Shaping 2026",
      "text": "2025 was a big year for technology, and we’re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it – distilling large-scale advancement into creative digital visual expression....",
      "words": 40,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220)."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> 2025 was a big year for technology, and we&#x2019;re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it &#x2013; distilling large-scale advancement into creative digital visual expression.... </p>"
    },
    {
      "index": 35,
      "heading": "H2: Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider",
      "text": "One of the most important projects that comes to mind for SEOs when it comes to crawl budget optimisation and improving topical authority is content pruning. Content pruning refers to the process of removing, merging, or updating low-value or low-traffic...",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> One of the most important projects that comes to mind for SEOs when it comes to crawl budget optimisation and improving topical authority is content pruning. Content pruning refers to the process of removing, merging, or updating low-value or low-traffic... </p>"
    },
    {
      "index": 38,
      "heading": "H2: Screaming Frog & Good Travel Management Take Flight With UK Search Awards Win",
      "text": "The Screaming Frog agency team are pleased to announce victory in the UK Search Awards with our client Good Travel Management for ‘Best Low Budget Campaign (SEO)’. This award marks a five-year winning streak at the event. Attending the glitzy...",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"sf-post-preview__excerpt\"> The Screaming Frog agency team are pleased to announce victory in the UK Search Awards with our client Good Travel Management for &#x2018;Best Low Budget Campaign (SEO)&#x2019;. This award marks a five-year winning streak at the event. Attending the glitzy... </p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

2 structured-data value(s) were not found in visible page text.

Details

Why it matters

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

Check name

AIO: Visible structured data match

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Visible structured data match scored 80/100 and needs improvement.

Evidence

{
  "schemaCount": 5,
  "checkedFields": [
    {
      "path": "$[0].@graph[0].name",
      "value": "SEO Agency - Screaming Frog"
    },
    {
      "path": "$[0].@graph[0].description",
      "value": "We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity."
    },
    {
      "path": "$[0].@graph[1].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[0].@graph[2].name",
      "value": "Screaming Frog"
    },
    {
      "path": "$[0].@graph[3].name",
      "value": "Screaming Frog"
    },
    {
      "path": "$[1].name",
      "value": "SEO Agency - Screaming Frog"
    },
    {
      "path": "$[1].description",
      "value": "We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity."
    },
    {
      "path": "$[2].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[3].name",
      "value": "Screaming Frog"
    },
    {
      "path": "$[4].name",
      "value": "Screaming Frog"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[1].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[2].itemListElement[0].name",
      "value": "Home"
    }
  ],
  "score": 80,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 12,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

35 image(s) are missing width/height attributes. 30 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1",
  "visibleWords": 1390,
  "htmlBytes": 201627,
  "imagesMissingDimensions": [
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/logo.gif\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/logos/logo.png\" alt=\"Screaming Frog - SEO &amp; Search Marketing\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-marketing.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-marketing.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/search-engine-marketing.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-optimisation.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/search-engine-optimisation.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/search-engine-optimisation.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/pay-per-click.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/pay-per-click.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/pay-per-click.gif\">"
    },
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/social-media.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/social-media.gif\">"
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/content-marketing.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/content-marketing.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/link-building.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/link-building.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/link-building.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/google-ads-audits.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/google-ads-audits.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/google-ads-audits.gif\">"
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    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/analytics-consultancy.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/analytics-consultancy.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/analytics-consultancy.gif\">"
    },
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      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/technical-seo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/technical-seo.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/technical-seo.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/copywriting.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/copywriting.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/copywriting.gif\">"
    },
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      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/digital-pr.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/digital-pr.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/digital-pr.gif\">"
    },
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      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/ai-search-optimisation.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-homepage-services-nav__icon\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/green-outline/ai-search-optimisation.png\" data-gif=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/services/animated/orange-bg/ai-search-optimisation.gif\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">"
    },
    {
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2 sf-agency-overview__client-img\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/home-logos.png\">"
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-quotation__source-image\" src=\"https://www.screamingfrog.co.uk/wp-content/uploads/2015/10/dog-buddy.png\" alt>"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/accreditations/2023SearchAwards.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-badge\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/accreditations/2023SearchAwards.png\" alt=\"Screaming Frog Badge\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/accreditations/[email protected]",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"sf-badge\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/accreditations/[email protected]\" alt=\"Screaming Frog Badge\">"
    },
    {
      "src": "https://s.w.org/images/core/emoji/17.0.2/svg/1f44c.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"&#x1f44c;\" src=\"https://s.w.org/images/core/emoji/17.0.2/svg/1f44c.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/facebook.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/facebook.png\" alt=\"Like us on Facebook\" title=\"Facebook\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/linkedin.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/linkedin.png\" alt=\"Connect with us on LinkedIn\" title=\"LinkedIn\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/twitter-x.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/twitter-x.png\" alt=\"Follow us on X\" title=\"x.com\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/youtube.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/youtube.png\" alt=\"Subscribe to our channel us YouTube\" title=\"YouTube\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/rss.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/social/rss.png\" alt=\"View our RSS feed\" title=\"RSS\">"
    },
    {
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/frogbg1.png\" alt=\"Footer Frog\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/frogbg2.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"x2\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/frogbg2.png\" alt=\"Footer Frog\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/footer-fly.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"animate-fly\" src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/footer-fly.png\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\">"
    },
    {
      "src": "https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\">"
    }
  ],
  "possibleDialogs": [
    "<div id=\"sf-modal\" class=\"sf-modal animated fade-in\" style=\"display:none;\"> <div class=\"sf-modal__dialog sf-bg sf-bg--white sf-block-shadow animated fade-in-down\"> <div class=\"sf-download-dialog\" style=\"display:none\" data-modaldialog=\"spider-download\" data-downloadlinks=\"linux\"> <div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-s...",
    "<div class=\"sf-modal__dialog sf-bg sf-bg--white sf-block-shadow animated fade-in-down\"> <div class=\"sf-download-dialog\" style=\"display:none\" data-modaldialog=\"spider-download\" data-downloadlinks=\"linux\"> <div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like...",
    "<div class=\"sf-download-dialog\" style=\"display:none\" data-modaldialog=\"spider-download\" data-downloadlinks=\"linux\"> <div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.scre...",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\"> <span>windows</s...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\"> <span>windows</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/ScreamingFrogSEOSpider-24.0.exe\"> <i class=\"ri-download-2-line\"></i> Windows </a> </div>",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--mac\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\"> <span>mac</span> </div>...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\"> <span>mac</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/ScreamingFrogSEOSpider-24.0-aarch64.dmg\"> <i class=\"ri-download-2-line\"></i> macOS (Apple Silicon) </a> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/ScreamingFrogSEOSpider-24.0-x86_64.dmg\"> <i class=\"ri-download-2-line\"></i> macOS (Intel) </a> </div>",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--linux\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\"> <span>linux</span> <...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>SEO Spider v.24.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\"> <span>linux</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/screamingfrogseospider_24.0_amd64.deb\"> <i class=\"ri-download-2-line\"></i> Ubuntu - amd64 </a> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/screamingfrogseospider_24.0_arm64.deb\"> <i class=\"ri-download-2-line\"></i> Ubuntu - arm64 </a> <a href=\"https://download.screamingfrog.co.uk/products/seo-spider/screamingfrogseospider-24.0-1.x86_64.rpm\"> <i class=\"ri-download-2-li...",
    "<div class=\"sf-download-dialog__change-os sf-standard-typography sf-standard-typography--centered sf-standard-typography--no-box-shadow\"> <p>Using a different Operating System?</p> <select data-downloadlinksdropdown> <option disabled selected>Select Operating System</option> <option value=\"windows\"> Windows </option> <option value=\"mac\"> MacOS </option> <option value=\"linux\"> Linux </option> </select> </div>",
    "<div class=\"sf-download-dialog\" style=\"display:none\" data-modaldialog=\"lfa-download\" data-downloadlinks=\"linux\"> <div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.s...",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--windows\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\"> <span>wind...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/windows.svg\"> <span>windows</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/ScreamingFrogLogFileAnalyser-7.0.exe\"> <i class=\"ri-download-2-line\"></i> Windows </a> </div>",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--mac\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\"> <span>mac</span> <...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/mac.svg\"> <span>mac</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/ScreamingFrogLogFileAnalyser-7.0-aarch64.dmg\"> <i class=\"ri-download-2-line\"></i> macOS (Apple Silicon) </a> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/ScreamingFrogLogFileAnalyser-7.0-x86_64.dmg\"> <i class=\"ri-download-2-line\"></i> macOS (Intel) </a> </div>",
    "<div class=\"sf-download-dialog__os sf-download-dialog__os--linux\"> <div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\"> <span>linux</s...",
    "<div class=\"sf-download-dialog__title sf-standard-typography sf-standard-typography--centered sf-standard-typography--first-child-no-margin-top sf-standard-typography--no-box-shadow\"> <h2>Log File Analyser v.7.0</h2> <p>Looks like you&apos;re running...</p> <div class=\"sf-operating-system\"> <img src=\"https://www.screamingfrog.co.uk/wp-content/themes/screamingfrog/public/images/icons/operating-systems/linux.svg\"> <span>linux</span> </div> </div>",
    "<div class=\"sf-download-dialog__links\"> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/screamingfroglogfileanalyser_7.0_amd64.deb\"> <i class=\"ri-download-2-line\"></i> Ubuntu - amd64 </a> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/screamingfroglogfileanalyser_7.0_arm64.deb\"> <i class=\"ri-download-2-line\"></i> Ubuntu - arm64 </a> <a href=\"https://download.screamingfrog.co.uk/products/log-file-analyser/screamingfroglogfileanalyser-7.0-1.x86...",
    "<div class=\"sf-download-dialog__change-os sf-standard-typography sf-standard-typography--centered sf-standard-typography--no-box-shadow\"> <p>Using a different Operating System?</p> <select data-downloadlinksdropdown> <option disabled selected>Select Operating System</option> <option value=\"windows\"> Windows </option> <option value=\"mac\"> MacOS </option> <option value=\"linux\"> Linux </option> </select> </div>",
    "<div class=\"sf-contact-dialog\" style=\"display: none;\" data-modaldialog=\"spider-support\"> <h2>Support Ticket</h2> <p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">SEO Spider.</span> </p> <p> <strong> Alternatively email us at <a href=\"mailto:[email protected]\" class>[email protected]</a> </strong> </p> <div class=\"sf-contact-dialog__form sf-marg sf-marg--t sf-marg--small\"> <div class=\"wpcf7 js\" id=\"wpcf7-f7128-o1\" lang=\"en-US\" dir=\"ltr\" d...",
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    "<div class=\"sf-contact-dialog\" style=\"display: none;\" data-modaldialog=\"lfa-support\"> <h2>Support Ticket</h2> <p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">Log File Analyser.</span> </p> <p> <strong> Alternatively email us at <a href=\"mailto:[email protected]\" class>[email protected]</a> </strong> </p> <div class=\"sf-contact-dialog__form sf-marg sf-marg--t sf-marg--small\"> <div class=\"wpcf7 js\" id=\"wpcf7-f7611-o2\" lang=\"en-US\" d...",
    "<div class=\"sf-contact-dialog__form sf-marg sf-marg--t sf-marg--small\"> <div class=\"wpcf7 js\" id=\"wpcf7-f7611-o2\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"7611\"> <div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"></p> <ul></ul></div> <form action=\"/#wpcf7-f7611-o2\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" enctype=\"multipart/form-data\" novalidate=\"novalidate\" data-status=\"init\"> <fieldset class=\"hidden-fields-container\"><input type=\"h...",
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    "<div class=\"sf-modal__backdrop\" data-modal=\"close\"></div>"
  ],
  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 77/100 and needs improvement.

2 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: agency, screaming, frog, based, creators, famous, website, crawler, log, file, analyser, tools.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

77/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 77/100 and needs improvement.

Evidence

{
  "title": "SEO Agency - Screaming Frog",
  "h1": "We are a UK based SEO agency and the creators of the famous website crawler and log file analyser tools.",
  "description": "We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity.",
  "topicOverlap": 0.07692307692307693,
  "definitionCount": 12,
  "topicTerms": [
    "seo",
    "agency",
    "screaming",
    "frog",
    "based",
    "creators",
    "famous",
    "website",
    "crawler",
    "log",
    "file",
    "analyser",
    "tools"
  ],
  "descriptionTerms": [
    "run",
    "remarkably",
    "successful",
    "search",
    "engine",
    "optimisation",
    "seo",
    "paid",
    "ppc",
    "campaigns",
    "unique",
    "blend",
    "data",
    "technology",
    "creativity"
  ],
  "missingFromDescription": [
    "agency",
    "screaming",
    "frog",
    "based",
    "creators",
    "famous",
    "website",
    "crawler",
    "log",
    "file",
    "analyser",
    "tools"
  ],
  "score": 77,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

30 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": 38,
  "passing": 8,
  "failing": [
    {
      "heading": "Search Engine Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Search Engine Optimisation",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Optimisation</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Pay Per Click Management",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Pay Per Click</span> <span>Management</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Social Media Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Social Media</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Content Marketing",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Content</span> <span>Marketing</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Link Building",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Link</span> <span>Building</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Google Ads Audits",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Google Ads</span> <span>Audits</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Analytics Consultancy",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Analytics</span> <span>Consultancy</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Technical SEO",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Technical</span> <span>SEO</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Digital Copywriting",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>Copywriting</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Digital PR",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>PR</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI Search Optimisation",
      "headingHtml": "<h2 class=\"sf-homepage-services-nav__text\"><span>AI Search</span> <span>Optimisation</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "SEO Spider Tool",
      "headingHtml": "<h2>SEO Spider Tool</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "headingHtml": "<h2>We&apos;re an agency that develops search strategies for large brands to small and medium sized enterprises.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Latest from the blog",
      "headingHtml": "<h2>Latest from the blog</h2>",
      "firstParagraph": "19 May, 2026 by Dan Sharp",
      "paragraphHtml": "<p class=\"sf-post-preview__post-info\"> 19 May, 2026 by Dan Sharp </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Screaming Frog SEO Spider Update – Version 24.0",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/seo-spider-24/\"> Screaming Frog SEO Spider Update &#x2013; Version 24.0 </a> </h2>",
      "firstParagraph": "We’re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as ‘bolus’. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let’s take a...",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> We&#x2019;re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as &#x2018;bolus&#x2019;. In this release we have introduced a number of much demanded new features, as well as smaller quality of life improvements and updates. Let&#x2019;s take a... </p>",
      "words": 43,
      "direct": false,
      "issue": "First paragraph is 43 words and does not look like a concise direct answer."
    },
    {
      "heading": "Green SEO: Leveraging Screaming Frog for a Sustainable Web",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/green-seo/\"> Green SEO: Leveraging Screaming Frog for a Sustainable Web </a> </h2>",
      "firstParagraph": "As SEOs, we obsess over performance. Speed. Crawl efficiency. Core Web Vitals. Conversions. But we rarely talk about the environmental cost of what we ship. The internet now accounts for roughly 4% of global greenhouse gas emissions – on par...",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> As SEOs, we obsess over performance. Speed. Crawl efficiency. Core Web Vitals. Conversions. But we rarely talk about the environmental cost of what we ship. The internet now accounts for roughly 4% of global greenhouse gas emissions &#x2013; on par... </p>",
      "words": 39,
      "direct": false,
      "issue": "First paragraph is 39 words and does not look like a concise direct answer."
    },
    {
      "heading": "Design Trends That Are Shaping 2026",
      "headingHtml": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/design-trends-shaping-2026/\"> Design Trends That Are Shaping 2026 </a> </h2>",
      "firstParagraph": "2025 was a big year for technology, and we’re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it – distilling large-scale advancement into creative digital visual expression....",
      "paragraphHtml": "<p class=\"sf-post-preview__excerpt\"> 2025 was a big year for technology, and we&#x2019;re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it &#x2013; distilling large-scale advancement into creative digital visual expression.... </p>",
      "words": 40,
      "direct": false,
      "issue": "First paragraph is 40 words and does not look like a concise direct answer."
    },
    {
      "heading": "Services",
      "headingHtml": "<h3>Services</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Latest Posts",
      "headingHtml": "<h3>Latest Posts</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Latest Guides",
      "headingHtml": "<h3 class=\"footer-subhead\">Latest Guides</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Contact Us",
      "headingHtml": "<h3>Contact Us</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "SEO Spider v.24.0",
      "headingHtml": "<h2>SEO Spider v.24.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Log File Analyser v.7.0",
      "headingHtml": "<h2>Log File Analyser v.7.0</h2>",
      "firstParagraph": "Looks like you're running...",
      "paragraphHtml": "<p>Looks like you&apos;re running...</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Support Ticket",
      "headingHtml": "<h2>Support Ticket</h2>",
      "firstParagraph": "Fill out the form below to open a support ticket for the SEO Spider.",
      "paragraphHtml": "<p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">SEO Spider.</span> </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Support Ticket",
      "headingHtml": "<h2>Support Ticket</h2>",
      "firstParagraph": "Fill out the form below to open a support ticket for the Log File Analyser.",
      "paragraphHtml": "<p> Fill out the form below to open a support ticket for the <span class=\"sf-nowrap\">Log File Analyser.</span> </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "Search Engine Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Search Engine Optimisation",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Optimisation</span></h2>"
    },
    {
      "text": "Pay Per Click Management",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Pay Per Click</span> <span>Management</span></h2>"
    },
    {
      "text": "Social Media Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Social Media</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Content Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Content</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Link Building",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Link</span> <span>Building</span></h2>"
    },
    {
      "text": "Google Ads Audits",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Google Ads</span> <span>Audits</span></h2>"
    },
    {
      "text": "Analytics Consultancy",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Analytics</span> <span>Consultancy</span></h2>"
    },
    {
      "text": "Technical SEO",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Technical</span> <span>SEO</span></h2>"
    },
    {
      "text": "Digital Copywriting",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>Copywriting</span></h2>"
    },
    {
      "text": "Digital PR",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>PR</span></h2>"
    },
    {
      "text": "AI Search Optimisation",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>AI Search</span> <span>Optimisation</span></h2>"
    },
    {
      "text": "SEO Spider Tool",
      "html": "<h2>SEO Spider Tool</h2>"
    },
    {
      "text": "We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "html": "<h2>We&apos;re an agency that develops search strategies for large brands to small and medium sized enterprises.</h2>"
    },
    {
      "text": "Latest from the blog",
      "html": "<h2>Latest from the blog</h2>"
    },
    {
      "text": "Screaming Frog SEO Spider Update – Version 24.0",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/seo-spider-24/\"> Screaming Frog SEO Spider Update &#x2013; Version 24.0 </a> </h2>"
    },
    {
      "text": "Screaming Frog Log File Analyser Update – Version 7.0",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/log-file-analyser-7-0/\"> Screaming Frog Log File Analyser Update &#x2013; Version 7.0 </a> </h2>"
    },
    {
      "text": "The brightonSEO Crawling Clinic April/May '26",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/the-brightonseo-crawling-clinic-april-may-26/\"> The brightonSEO Crawling Clinic April/May &apos;26 </a> </h2>"
    },
    {
      "text": "Using the Screaming Frog SEO Spider to Generate Markdown at Scale",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/generate-markdown-at-scale/\"> Using the Screaming Frog SEO Spider to Generate Markdown at Scale </a> </h2>"
    },
    {
      "text": "Green SEO: Leveraging Screaming Frog for a Sustainable Web",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/green-seo/\"> Green SEO: Leveraging Screaming Frog for a Sustainable Web </a> </h2>"
    },
    {
      "text": "Out of Site, Out of Mind: Best Practices for Creating Valuable On-Site Campaign Content",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/best-practices-for-on-site-campaign-content/\"> Out of Site, Out of Mind: Best Practices for Creating Valuable On-Site Campaign Content </a> </h2>"
    },
    {
      "text": "Design Trends That Are Shaping 2026",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/design-trends-shaping-2026/\"> Design Trends That Are Shaping 2026 </a> </h2>"
    },
    {
      "text": "Analysing and Reconstructing Site Architecture Using Breadcrumbs: A Practical SEO Guide",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/reconstructing-site-architecture-using-breadcrumbs/\"> Analysing and Reconstructing Site Architecture Using Breadcrumbs: A Practical SEO Guide </a> </h2>"
    },
    {
      "text": "Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/data-driven-content-pruning/\"> Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider </a> </h2>"
    },
    {
      "text": "Screaming Frog & Good Travel Management Take Flight With UK Search Awards Win",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/screaming-frog-2025-search-awards-win/\"> Screaming Frog &amp; Good Travel Management Take Flight With UK Search Awards Win </a> </h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Support Ticket",
      "html": "<h2>Support Ticket</h2>"
    },
    {
      "text": "Support Ticket",
      "html": "<h2>Support Ticket</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does SEO Agency - Screaming Frog work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is SEO Agency - Screaming Frog free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does SEO Agency - Screaming Frog compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does SEO Agency - Screaming Frog work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is SEO Agency - Screaming Frog free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does SEO Agency - Screaming Frog compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

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

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Search Engine Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Search Engine Optimisation",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Search Engine</span> <span>Optimisation</span></h2>"
    },
    {
      "text": "Pay Per Click Management",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Pay Per Click</span> <span>Management</span></h2>"
    },
    {
      "text": "Social Media Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Social Media</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Content Marketing",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Content</span> <span>Marketing</span></h2>"
    },
    {
      "text": "Link Building",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Link</span> <span>Building</span></h2>"
    },
    {
      "text": "Google Ads Audits",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Google Ads</span> <span>Audits</span></h2>"
    },
    {
      "text": "Analytics Consultancy",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Analytics</span> <span>Consultancy</span></h2>"
    },
    {
      "text": "Technical SEO",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Technical</span> <span>SEO</span></h2>"
    },
    {
      "text": "Digital Copywriting",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>Copywriting</span></h2>"
    },
    {
      "text": "Digital PR",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>Digital</span> <span>PR</span></h2>"
    },
    {
      "text": "AI Search Optimisation",
      "html": "<h2 class=\"sf-homepage-services-nav__text\"><span>AI Search</span> <span>Optimisation</span></h2>"
    },
    {
      "text": "SEO Spider Tool",
      "html": "<h2>SEO Spider Tool</h2>"
    },
    {
      "text": "We're an agency that develops search strategies for large brands to small and medium sized enterprises.",
      "html": "<h2>We&apos;re an agency that develops search strategies for large brands to small and medium sized enterprises.</h2>"
    },
    {
      "text": "Latest from the blog",
      "html": "<h2>Latest from the blog</h2>"
    },
    {
      "text": "Screaming Frog SEO Spider Update – Version 24.0",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/seo-spider-24/\"> Screaming Frog SEO Spider Update &#x2013; Version 24.0 </a> </h2>"
    },
    {
      "text": "Screaming Frog Log File Analyser Update – Version 7.0",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/log-file-analyser-7-0/\"> Screaming Frog Log File Analyser Update &#x2013; Version 7.0 </a> </h2>"
    },
    {
      "text": "The brightonSEO Crawling Clinic April/May '26",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/the-brightonseo-crawling-clinic-april-may-26/\"> The brightonSEO Crawling Clinic April/May &apos;26 </a> </h2>"
    },
    {
      "text": "Using the Screaming Frog SEO Spider to Generate Markdown at Scale",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/generate-markdown-at-scale/\"> Using the Screaming Frog SEO Spider to Generate Markdown at Scale </a> </h2>"
    },
    {
      "text": "Green SEO: Leveraging Screaming Frog for a Sustainable Web",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/green-seo/\"> Green SEO: Leveraging Screaming Frog for a Sustainable Web </a> </h2>"
    },
    {
      "text": "Out of Site, Out of Mind: Best Practices for Creating Valuable On-Site Campaign Content",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/best-practices-for-on-site-campaign-content/\"> Out of Site, Out of Mind: Best Practices for Creating Valuable On-Site Campaign Content </a> </h2>"
    },
    {
      "text": "Design Trends That Are Shaping 2026",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/design-trends-shaping-2026/\"> Design Trends That Are Shaping 2026 </a> </h2>"
    },
    {
      "text": "Analysing and Reconstructing Site Architecture Using Breadcrumbs: A Practical SEO Guide",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/reconstructing-site-architecture-using-breadcrumbs/\"> Analysing and Reconstructing Site Architecture Using Breadcrumbs: A Practical SEO Guide </a> </h2>"
    },
    {
      "text": "Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/data-driven-content-pruning/\"> Data-Driven Content Pruning at Scale Using APIs and the Screaming Frog SEO Spider </a> </h2>"
    },
    {
      "text": "Screaming Frog & Good Travel Management Take Flight With UK Search Awards Win",
      "html": "<h2 class=\"sf-post-preview__title\"> <a href=\"https://www.screamingfrog.co.uk/blog/screaming-frog-2025-search-awards-win/\"> Screaming Frog &amp; Good Travel Management Take Flight With UK Search Awards Win </a> </h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "SEO Spider v.24.0",
      "html": "<h2>SEO Spider v.24.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Log File Analyser v.7.0",
      "html": "<h2>Log File Analyser v.7.0</h2>"
    },
    {
      "text": "Support Ticket",
      "html": "<h2>Support Ticket</h2>"
    },
    {
      "text": "Support Ticket",
      "html": "<h2>Support Ticket</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does SEO Agency - Screaming Frog work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is SEO Agency - Screaming Frog free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does SEO Agency - Screaming Frog compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does SEO Agency - Screaming Frog work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use SEO Agency - Screaming Frog?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is SEO Agency - Screaming Frog free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does SEO Agency - Screaming Frog compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 151688
          }
        ]
      },
      "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": "text/html; charset=UTF-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "\r\n\r\n\r\n<!DOCTYPE html>\r\n<html lang=\"en\">\r\n<!--File Ref: header-->\r\n\r\n<head>\r\n    <!--[if lt IE 9]>\r\n    <script src=\"https://html5shiv.googlecode.com/svn/trunk/html5.js\"></script>\r\n    <![endif]-->\r\n\r\n  <script type='text/javascript' src='https://www.screamingfrog.co.uk/wp-includes/js/jquery/jquery.min.js' id='jquery-core-js'></script>\r\n\r\n  <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\" />\r\n  <meta charset=\"UTF-8\">\r\n  <meta property=\"twitter:account_id\" content=\"1494958230\" />\r\n\r\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1\">\r\n  <!-- STANDARD TITLE-->\r\n      <title>\r\n      Page Not Found - Screaming Frog404 Screaming Frog    </title>\r\n  \r\n  <!-- SF STYLES -->\r\n  <link rel=\"stylesheet\" href=\"https://www.screamingfrog.co"
      },
      "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.screamingfrog.co.uk"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.screamingfrog.co.uk/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.screamingfrog.co.uk/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.screamingfrog.co.uk/.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 AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

50 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

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

References

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

Evidence

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

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

50 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.10/image-alt).

References

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

Evidence

{
  "description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.10/image-alt)."
}

SEOSEOBrowser audit

robots.txt is not valid

50 Fail

Check name

robots.txt is not valid

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

27 errors found

Fix guidance

If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/).

References

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

Evidence

{
  "displayValue": "27 errors found",
  "description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

50 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

1 warning found

Fix guidance

Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).

References

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

Evidence

{
  "displayValue": "1 warning found",
  "description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}

Performance and AccessibilityAccessibilityBrowser audit

`[aria-hidden="true"]` elements contain focusable descendents

33 Fail

Check name

`[aria-hidden="true"]` elements contain focusable descendents

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus).

References

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

Evidence

{
  "description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus)."
}

Performance and AccessibilityAccessibilityBrowser audit

Background and foreground colors do not have a sufficient contrast ratio.

33 Fail

Check name

Background and foreground colors do not have a sufficient contrast ratio.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.10/color-contrast).

References

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

Evidence

{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.10/color-contrast)."
}

Performance and AccessibilityAccessibilityBrowser audit

Buttons do not have an accessible name

33 Fail

Check name

Buttons do not have an accessible name

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

When a button doesn't have an accessible name, screen readers announce it as "button", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.10/button-name).

References

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

Evidence

{
  "description": "When a button doesn't have an accessible name, screen readers announce it as \"button\", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.10/button-name)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

20 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

22.7 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "22.7 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 22651.875999999986
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

14 Fail

Check name

Loading performance

Score

28/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 7,
      "displayValue": "2.9 s",
      "numericValue": 2888.259
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 5,
      "displayValue": "5.8 s",
      "numericValue": 5795.483699999999
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "10.6 s",
      "numericValue": 10639.147094567285
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "24,840 ms",
      "numericValue": 24838.7949
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "2,510 ms",
      "numericValue": 2510
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 370 ms",
      "numericValue": 374.563
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "37.2 s",
      "numericValue": 37187.8539
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100,
      "displayValue": "",
      "numericValue": 0
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 9.5428
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 15,590 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "5,800 ms"
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Ensure text remains visible during webfont load

10 Warning

Check name

Ensure text remains visible during webfont load

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/).

References

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

Evidence

{
  "description": "Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/)."
}

Performance and AccessibilityPerformanceBrowser audit

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

10 Warning

Check name

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

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Image optimization

5 Fail

Check name

Image optimization

Score

75/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with correct aspect ratio",
      "score": 100
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 50,
      "displayValue": "Est savings of 53 KiB",
      "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 5, 2026	42/100	Level 2, Agent-Limited	Current report