CanAgentUse

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https://www.swiftnav.com/

SCANNED

Jun 11, 2026, 11:42 AM

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https://www.swiftnav.com/

SCANNED

Jun 11, 2026, 11:42:16 AMJun 11, 2026, 11:42 AM

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54/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Swift Navigation | Precise Positioning

Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide.

Next step

Turn this report into a fix workflow

28 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	49	Priority fix	9	15	1	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	54	Needs work	3	7	1	View details
Bot Access Control	17	Priority fix	1	4	0	View details
Agent Ease of Use	43	Priority fix	18	33	2	View details
API	28	Priority fix	2	7	0	View details
Auth	Not Applicable	Not Applicable	3	8	0	View details
MCP	60	Needs work	5	7	1	View details
Skill Discovery	42	Priority fix	4	11	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	78	Mostly ready	5	0	15
GEO Readiness	85	Mostly ready	2	0	4
AIO Readiness	79	Mostly ready	2	0	5
AEO Readiness	71	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	32	Priority fix	4	6	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	50	Needs work	3	2	0	View details
Performance and Accessibility	61	Needs work	22	2	4	View details
Performance	49	Priority fix	14	1	4	View details
Accessibility	84	Mostly ready	8	1	0	View details

Prioritized recommendations

Issues ranked by score impact

50 items need attention

Security & TrustAI Training ExposureEmerging recommendation

TDMRep declaration

TDMRep declaration is missing or incomplete.

100 Fail

Needs attention

TDMRep declaration

Failed check

Issue

Response is not valid JSON.

Why it matters

TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.

Check name

TDMRep declaration

Score

0/100

Status

fail

Category

AI Training Exposure

Maturity

Emerging recommendation

Goal

Publish a machine-readable text and data mining reservation declaration when the site needs one.

Result

TDMRep declaration is missing or incomplete.

Validation steps

Validate TDMRep rules
Response is not valid JSON.

Evidence

{
  "statusCode": 200,
  "contentType": "text/html; charset=UTF-8",
  "valid": false,
  "compatibleContentType": false,
  "issue": "Response is not valid JSON.",
  "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch /.well-known/tdmrep.json",
      "status": "pass",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8",
        "length": 3231038
      }
    },
    {
      "id": "validate",
      "title": "Validate TDMRep rules",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish /.well-known/tdmrep.json as an array of TDMRep rule objects with location and tdm-reservation values of 0 or 1."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": [
          {
            "url": "https://www.swiftnav.com/wp-json/",
            "rel": "https://api.w.org/"
          },
          {
            "url": "https://www.swiftnav.com/wp-json/wp/v2/pages/3069",
            "rel": "alternate",
            "type": "application/json"
          },
          {
            "url": "https://www.swiftnav.com/",
            "rel": "shortlink"
          }
        ]
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI 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
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

33 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": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/swagger.json",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 200,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

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

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

25 Fail

Needs attention

Frame protection

Failed check

Issue

Frame protection is missing or incomplete.

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence

{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "(none)".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 406,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": ""
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 19,
        "excerpt": "<html>\n<head><title>406 Not Acceptable</title></head>\n<body>\n<center><h1>406 Not Acceptable</h1></center>\n<hr><center>cloudflare</center>\n</body>\n</html>",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 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 DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <nav> landmark; invalid h1 (found 4); skipped heading levels; 9 links missing accessible names.

Details

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": false,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"https://www.swiftnav.com/\"> <img width=\"172\" height=\"80\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/logo-black.svg\" class=\"attachment-full size-full wp-image-184\" alt loading=\"eager\"> </a>",
      "<a href=\"https://autotechevents.com/home/autotech-awards/\"> <img decoding=\"async\" width=\"1805\" height=\"395\" src=\"https://www.swiftnav.com/wp-content/uploads/AUTOTECH-LOGO-b6eca63a10b13a0c17f6962e98bf55b8.avif\" class=\"attachment-full size-full wp-image-28189\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/AUTOTECH-LOGO-b6eca63a10b13a0c17f6962e98bf55b8.avif 1805w, https://www.swiftnav.com/wp-content/uploads/AUTOTECH-LOGO-b6eca63a10b13a0c17f6962e98bf55b8-300x66.avif 300w, https://www.swift",
      "<a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\"> <img decoding=\"async\" width=\"2610\" height=\"1000\" src=\"https://www.swiftnav.com/wp-content/uploads/AE_logo.png\" class=\"attachment-full size-full wp-image-28264\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/AE_logo.png 2610w, https://www.swiftnav.com/wp-content/uploads/AE_logo-300x115.png 300w, https://www.swiftnav.com/wp-content/uploads/AE_logo-1024x392.png 1024w, https://www.swiftnav.com/wp-content/uploads/AE_logo-",
      "<a href=\"https://www.petage.com/halo-collar-5-precision-gps-accuracy-dog-safety/\"> <img decoding=\"async\" width=\"450\" height=\"97\" src=\"https://www.swiftnav.com/wp-content/uploads/PetAge-logo.webp\" class=\"attachment-full size-full wp-image-27986\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/PetAge-logo.webp 450w, https://www.swiftnav.com/wp-content/uploads/PetAge-logo-300x65.webp 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" loading=\"eager\"> </a>",
      "<a href=\"https://www.railwayage.com/news/supply-side-nexxiot-swift-navigation-railmark/\"> <img decoding=\"async\" width=\"961\" height=\"244\" src=\"https://www.swiftnav.com/wp-content/uploads/RailwayAge-logo.png\" class=\"attachment-full size-full wp-image-27984\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/RailwayAge-logo.png 961w, https://www.swiftnav.com/wp-content/uploads/RailwayAge-logo-300x76.png 300w, https://www.swiftnav.com/wp-content/uploads/RailwayAge-logo-768x195.png 768w\" sizes=\"",
      "<a href=\"https://newsletter.swiftnav.com/automotive-news-mapless-adas-myth\"> <img decoding=\"async\" width=\"2560\" height=\"264\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/08/Automotive_News_logo.svg_.png\" class=\"attachment-full size-full wp-image-24241\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/2025/08/Automotive_News_logo.svg_.png 2560w, https://www.swiftnav.com/wp-content/uploads/2025/08/Automotive_News_logo.svg_-300x31.png 300w, https://www.swiftnav.com/wp-content/upload",
      "<a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\"> <img decoding=\"async\" width=\"381\" height=\"187\" src=\"https://www.swiftnav.com/wp-content/uploads/Fleet-Owner-Logo.png\" class=\"attachment-full size-full wp-image-26833\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/Fleet-Owner-Logo.png 381w, https://www.swiftnav.com/wp-content/uploads/Fleet-Owner-Logo-300x147.png 300w\" sizes=\"(ma",
      "<a href=\"https://insidegnss.com/augmenting-sd-maps-at-scale-how-precise-gnss-simplifies-mapping-for-adas-autonomy-and-fleet-operations/\"> <img decoding=\"async\" width=\"381\" height=\"187\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized.png\" class=\"attachment-full size-full wp-image-22094\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized.png 381w, https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized-300x147.png 300w\" ",
      "<a href=\"https://insidegnss.com/swift-navigation-engineering-precision-for-scalable-autonomy/\"> <img decoding=\"async\" width=\"381\" height=\"187\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized.png\" class=\"attachment-full size-full wp-image-22094\" alt srcset=\"https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized.png 381w, https://www.swiftnav.com/wp-content/uploads/2025/06/Inside-GNSS-resized-300x147.png 300w\" sizes=\"(max-width: 381px) 100vw, 381px\" lo"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: Harness the power of precision GNSS to unlock Vehicle Autonomy",
      "h1: Harness the power of precision GNSS to unlock Robotic Navigation",
      "h1: Harness the power of precision GNSS to unlock Precision Logistics",
      "h1: Harness the power of precision GNSS to unlock Digital Cities",
      "h2: Centimeter-Accurate Satellite Positioning",
      "h2: Trusted by",
      "h2: Purpose-built to unlock mass market applications",
      "h2: Industries",
      "h2: Get Started",
      "h2: Connect your device to Skylark",
      "h2: Test your solution with an eval kit",
      "h2: Talk to an expert",
      "h2: Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "h2: In the news",
      "h2: Swift Navigation’s Skylark Precise Positioning Service Wins 2026 AutoTech Awards",
      "h2: How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "h2: Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety",
      "h2: Supply Side: Nexxiot/Swift Navigation, Railmark",
      "h2: ‘Mapless’ ADAS is a Myth. The Truth is ‘Less Map’.",
      "h2: How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "h2: Augmenting SD Maps at Scale: How Precise GNSS Simplifies Mapping for ADAS, Autonomy and Fleet Operations",
      "h2: Swift Navigation: Engineering Precision for Scalable Autonomy",
      "h6: Products",
      "h6: Industries",
      "h6: Customers",
      "h6: Resources",
      "h6: Company"
    ]
  },
  "counts": {
    "h1": 4,
    "headings": 27,
    "links": 123,
    "inaccessibleLinks": 9,
    "buttons": 9,
    "inaccessibleButtons": 0,
    "images": 76,
    "imagesWithAlt": 76,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

25 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

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

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

Evidence

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

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Validate RFC 9727 linkset".

22 Fail

Needs attention

API Catalog

Failed check

Issue

Response is not valid JSON.

Why it matters

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

Check name

API Catalog

Score

33/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Validate RFC 9727 linkset".

Validation steps

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": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "pass",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Validate resource body".

21 Fail

Needs attention

MCP Server Card

Failed check

Issue

Response is not valid JSON.

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

38/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    },
    {
      "id": "endpoint-verification",
      "title": "Verify advertised MCP transport endpoints",
      "status": "fail",
      "evidence": {
        "probes": []
      },
      "issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
      "howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
    },
    {
      "id": "tool-execution",
      "title": "Verify advertised MCP tool execution",
      "status": "warning",
      "evidence": {
        "probes": []
      },
      "issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
      "howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
    }
  ]
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint failed at "Validate resource body".

17 Fail

Needs attention

AI context endpoint

Failed check

Issue

Content-Type "text/html; charset=UTF-8" is not JSON, Markdown, or text/plain.

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

50/100

Status

fail

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 failed at "Validate resource body".

Validation steps

Validate resource body
Content-Type "text/html; charset=UTF-8" is not JSON, Markdown, or text/plain.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/api/ai/context",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Content-Type \"text/html; charset=UTF-8\" is not JSON, Markdown, or text/plain.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" is not JSON, Markdown, or text/plain.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Validate resource body".

17 Fail

Needs attention

mcp.json

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/mcp.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Validate resource body".

17 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/http-message-signatures-directory",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Validate resource body".

17 Fail

Needs attention

WebMCP manifest

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/webmcp.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

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

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate resource body".

13 Fail

Needs attention

Agent Skills index

Failed check

Issue

Response is not valid JSON.

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

33/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-skills/index.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    },
    {
      "id": "skill-documents",
      "title": "Fetch advertised SKILL.md files",
      "status": "fail",
      "evidence": {
        "checkedCount": 0,
        "totalCount": 0,
        "checked": []
      },
      "issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
      "howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Validate resource body".

13 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt response did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).

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

50/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Validate resource body".

Validation steps

Validate resource body
llms.txt response did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/llms.txt",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
        "compatibleContentType": false,
        "hasTitle": false,
        "contentLength": 3205566,
        "linkCount": 1646,
        "links": [
          "/11",
          "/style",
          "https://yoast.com/wordpress/plugins/seo/",
          "/title",
          "/www.swiftnav.com/",
          "/ld+json",
          "/www.swiftnav.com/",
          "/Ardusimple-logo-3.png",
          "/www.swiftnav.com/",
          "/www.swiftnav.com/"
        ],
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Validate resource body".

10 Fail

Needs attention

A2A Agent Card

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-card.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "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.json

agent.json failed at "Validate resource body".

10 Fail

Needs attention

agent.json

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "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 "Validate resource body".

10 Fail

Needs attention

agents.json

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agents.json",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

6 Warning

Needs attention

Content freshness signals

Warning

Issue

Content freshness signals are incomplete: missing meta or <time> freshness tags.

Why it matters

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

Check name

Content freshness signals

Score

75/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": "Wed, 10 Jun 2026 03:00:14 GMT",
  "schemaDates": [
    "2026-05-17T00:09:23+00:00",
    "2025-02-25T15:14:17+00:00"
  ],
  "metaDateCount": 0,
  "timeDateCount": 0
}

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": [
    "2025-02-25T15:14:17+00:00",
    "2026-05-17T00:09:23+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/swift-navigation/",
      "text": "Linkedin-in",
      "html": "<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-5c0ce3c\" href=\"https://www.linkedin.com/company/swift-navigation/\" target=\"_blank\"> <span class=\"elementor-screen-only\">Linkedin-in</span> <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin-in\" viewBox=\"0 0 448 512\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M100.28 448H7.4V148.9h92.88zM53.79 108.1C24.09 108.1 0 83.5 0 53.8a53.79 53.79 0 0 1 107.58 0c0 29.7-24.1 54.3-53.79 54.3..."
    },
    {
      "href": "https://www.swiftnav.com/about-us/",
      "text": "About",
      "html": "<a href=\"https://www.swiftnav.com/about-us/\"> <span class=\"elementor-icon-list-text\">About</span> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.swiftnav.com/support/home",
      "text": "Support",
      "html": "<a target=\"_blank\" class=\"mega-custom-icon mega-menu-link\" href=\"https://support.swiftnav.com/support/home\">Support</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-button-content-wrapper\"> <span class=\"elementor-button-text\">Contact Sales</span> </span> </a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-button-content-wrapper\"> <span class=\"elementor-button-text\">Contact Sales</span> </span> </a>"
    },
    {
      "href": "https://support.swiftnav.com/support/home",
      "text": "Customer Support",
      "html": "<a href=\"https://support.swiftnav.com/support/home\" target=\"_blank\"> <span class=\"elementor-icon-list-text\">Customer Support</span> </a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-icon-list-text\">Contact</span> </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.swiftnav.com/terms-and-conditions/",
      "text": "Terms & Conditions",
      "html": "<a class=\"hp-link\" href=\"https://www.swiftnav.com/terms-and-conditions/\"><span class=\"hp-link\">Terms &amp; Conditions</span></a>"
    },
    {
      "href": "https://www.swiftnav.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a class=\"hp-link\" href=\"https://www.swiftnav.com/privacy-policy/\">Privacy Policy</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

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

18 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": 18,
  "passing": 0,
  "failing": [
    {
      "heading": "Centimeter-Accurate Satellite Positioning",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Centimeter-Accurate Satellite Positioning</h2>",
      "firstParagraph": "for precision mapping, tracking, navigation, and control",
      "paragraphHtml": "<p>for precision mapping, tracking, navigation, and control</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Trusted by</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Purpose-built to unlock mass market applications",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Purpose-built to unlock mass market applications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Industries",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Industries</h2>",
      "firstParagraph": "Extend existing automotive sensors with ASIL-certified absolute positioning and sensor fusion for precise, reliable, safe, and cost-effective localization that works–everywhere, always–at global scale.",
      "paragraphHtml": "<p>Extend existing automotive sensors with ASIL-certified absolute positioning and sensor fusion for precise, reliable, safe, and cost-effective localization that works&#x2013;everywhere, always&#x2013;at global scale.</p>",
      "words": 25,
      "direct": false,
      "issue": "First paragraph is 25 words and does not look like a concise direct answer."
    },
    {
      "heading": "Get Started",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Get Started</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Connect your device to Skylark",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Connect your device to Skylark</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Test your solution with an eval kit",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Test your solution with an eval kit</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Talk to an expert",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Talk to an expert</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Precise Positioning and the Future of Scalable Autonomy: Q&amp;A with Tim Harris, CEO of Swift Navigation</h2>",
      "firstParagraph": "Swift Navigation recently announced a $50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift’s core product, Skylark™ Precise Positioning Service, and how it...",
      "paragraphHtml": "<p>Swift Navigation recently announced a &#x24;50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&amp;A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift&#x2019;s core product, Skylark&#x2122; Precise Positioning Service, and how it&#x2019;s unlocking autonomy and automation across industries.</p>",
      "words": 57,
      "direct": false,
      "issue": "First paragraph is 57 words and does not look like a concise direct answer."
    },
    {
      "heading": "In the news",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">In the news</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Swift Navigation’s Skylark Precise Positioning Service Wins 2026 AutoTech Awards",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://autotechevents.com/home/autotech-awards/\">Swift Navigation&#x2019;s Skylark Precise Positioning Service Wins 2026 AutoTech Awards</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\">How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.petage.com/halo-collar-5-precision-gps-accuracy-dog-safety/\">Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Supply Side: Nexxiot/Swift Navigation, Railmark",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.railwayage.com/news/supply-side-nexxiot-swift-navigation-railmark/\">Supply Side: Nexxiot/Swift Navigation, Railmark</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "‘Mapless’ ADAS is a Myth. The Truth is ‘Less Map’.",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://newsletter.swiftnav.com/automotive-news-mapless-adas-myth\">&#x2018;Mapless&#x2019; ADAS is a Myth. The Truth is &#x2018;Less Map&#x2019;.</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\">How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Augmenting SD Maps at Scale: How Precise GNSS Simplifies Mapping for ADAS, Autonomy and Fleet Operations",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/augmenting-sd-maps-at-scale-how-precise-gnss-simplifies-mapping-for-adas-autonomy-and-fleet-operations/\">Augmenting SD Maps at Scale:&#xa0;How Precise GNSS Simplifies Mapping&#xa0;for ADAS, Autonomy and Fleet Operations</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Swift Navigation: Engineering Precision for Scalable Autonomy",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/swift-navigation-engineering-precision-for-scalable-autonomy/\">Swift Navigation: Engineering Precision for Scalable Autonomy</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: 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": [
    "2025-02-25T15:14:17+00:00",
    "2026-05-17T00:09:23+00:00"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/swift-navigation/",
      "text": "Linkedin-in",
      "html": "<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-5c0ce3c\" href=\"https://www.linkedin.com/company/swift-navigation/\" target=\"_blank\"> <span class=\"elementor-screen-only\">Linkedin-in</span> <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin-in\" viewBox=\"0 0 448 512\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M100.28 448H7.4V148.9h92.88zM53.79 108.1C24.09 108.1 0 83.5 0 53.8a53.79 53.79 0 0 1 107.58 0c0 29.7-24.1 54.3-53.79 54.3..."
    },
    {
      "href": "https://www.swiftnav.com/about-us/",
      "text": "About",
      "html": "<a href=\"https://www.swiftnav.com/about-us/\"> <span class=\"elementor-icon-list-text\">About</span> </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.swiftnav.com/support/home",
      "text": "Support",
      "html": "<a target=\"_blank\" class=\"mega-custom-icon mega-menu-link\" href=\"https://support.swiftnav.com/support/home\">Support</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-button-content-wrapper\"> <span class=\"elementor-button-text\">Contact Sales</span> </span> </a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\" class=\"btn-link\">Contact Sales</a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact Sales",
      "html": "<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-button-content-wrapper\"> <span class=\"elementor-button-text\">Contact Sales</span> </span> </a>"
    },
    {
      "href": "https://support.swiftnav.com/support/home",
      "text": "Customer Support",
      "html": "<a href=\"https://support.swiftnav.com/support/home\" target=\"_blank\"> <span class=\"elementor-icon-list-text\">Customer Support</span> </a>"
    },
    {
      "href": "https://www.swiftnav.com/contact-us/",
      "text": "Contact",
      "html": "<a href=\"https://www.swiftnav.com/contact-us/\"> <span class=\"elementor-icon-list-text\">Contact</span> </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.swiftnav.com/terms-and-conditions/",
      "text": "Terms & Conditions",
      "html": "<a class=\"hp-link\" href=\"https://www.swiftnav.com/terms-and-conditions/\"><span class=\"hp-link\">Terms &amp; Conditions</span></a>"
    },
    {
      "href": "https://www.swiftnav.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a class=\"hp-link\" href=\"https://www.swiftnav.com/privacy-policy/\">Privacy Policy</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

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

Details

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 20,
      "heading": "H2: Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "text": "Swift Navigation recently announced a $50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift’s core product, Skylark™ Precise Positioning Service, and how it’s unlocking autonomy and automation across industries.",
      "words": 57,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (57 words; target 80-220)."
      ],
      "html": "<p>Swift Navigation recently announced a &#x24;50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&amp;A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift&#x2019;s core product, Skylark&#x2122; Precise Positioning Service, and how it&#x2019;s unlocking autonomy and automation across industries.</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 84/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: swift, positioning, harness, power, precision, vehicle.

Details

Why it matters

Check name

GEO: Entity clarity

Score

84/100

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 84/100 and needs improvement.

Evidence

{
  "title": "Swift Navigation | Precise Positioning",
  "h1": "Harness the power of precision GNSS to unlock Vehicle Autonomy",
  "description": "Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide.",
  "topicOverlap": 0.45454545454545453,
  "topicTerms": [
    "swift",
    "navigation",
    "precise",
    "positioning",
    "harness",
    "power",
    "precision",
    "gnss",
    "unlock",
    "vehicle",
    "autonomy"
  ],
  "descriptionTerms": [
    "precise",
    "gnss",
    "solutions",
    "autonomy",
    "robotics",
    "gis",
    "fleets",
    "unlock",
    "centimeter",
    "level",
    "accuracy",
    "navigation",
    "mapping",
    "tracking",
    "worldwide"
  ],
  "missingFromDescription": [
    "swift",
    "positioning",
    "harness",
    "power",
    "precision",
    "vehicle"
  ],
  "score": 84,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 60/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

HTML size is large (3240103 bytes). 29 image(s) are missing width/height attributes.

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

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: Page experience for AIO scored 60/100 and needs improvement.

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 1109,
  "htmlBytes": 3240103,
  "imagesMissingDimensions": [
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\" alt=\"Ardusimple logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Arm_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Arm_logo_carousel.png\" alt=\"ARM semiconductor and software design (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Arrive_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Arrive_logo_carousel.png\" alt=\"Arrive_logo_carousel\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Asensing-Logo-Carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Asensing-Logo-Carousel.png\" alt=\"Asensing Logo Carousel\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Bad_Elf_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Bad_Elf_logo_carousel.png\" alt=\"Bad Elf GNSS receivers for GIS and survey (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Broadcom_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Broadcom_logo_carousel.png\" alt=\"Broadcom semiconductors (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Calian_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Calian_logo_carousel.png\" alt=\"Calian advanced GNSS technology solutions (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Carnegie_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Carnegie_logo_carousel.png\" alt=\"Cargenie Robotics (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/CHCNav-Logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/CHCNav-Logo.png\" alt=\"CHCNav Logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Emlid_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Emlid_logo_carousel.png\" alt=\"Emlid GNSS receivers for GIS and survey (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Grab-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Grab-logo.png\" alt=\"Grab logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/ITSGeo-Logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/ITSGeo-Logo.png\" alt=\"ITSGeo Logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/08/Copy-of-logo_with_text_bold-150x150-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/08/Copy-of-logo_with_text_bold-150x150-1.png\" alt=\"Lightbug Logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Locosys_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Locosys_logo_carousel.png\" alt=\"LOCOSYS GNSS positioning modules (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/MikroE-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/MikroE-logo.png\" alt=\"MikroE logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Oppo-Logo-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Oppo-Logo-1.png\" alt=\"Oppo Logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/PPSolution-Logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/PPSolution-Logo.png\" alt=\"PPSolution Logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Quectel_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Quectel_logo_carousel.png\" alt=\"Quectel global IoT solutions provider specializing in the development and supply of cellular, GNSS, Wi-Fi, and Bluetooth modules (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/RugGear-logo-carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/RugGear-logo-carousel.png\" alt=\"RugGear logo carousel\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Septentrio_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Septentrio_logo_carousel.png\" alt=\"Septentrio high-precision GNSS receivers (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/SIMCom-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/SIMCom-logo.png\" alt=\"SIMCom logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Skydio-logo-1.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Skydio-logo-1.png\" alt=\"Skydio logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/08/Sony_SSS_logo_RGB_Sony_SSS_RGB_Blue-carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/08/Sony_SSS_logo_RGB_Sony_SSS_RGB_Blue-carousel.png\" alt=\"Sony_SSS_logo_RGB_Sony_SSS_RGB_Blue carousel\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/ST_logo-carousel_2024_0.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/ST_logo-carousel_2024_0.png\" alt=\"STMicroelectronics semiconductors (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Telit_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Telit_logo_carousel.png\" alt=\"Telit Cinterion IoT solutions and GNSS modules (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/TXWireless_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/TXWireless_logo_carousel.png\" alt=\"TxWireless IoT (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/02/Unicore_logo_carousel.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/02/Unicore_logo_carousel.png\" alt=\"Unicore GNSS IC design, high-performance satellite positioning and multi-sensor fusion algorithm development (logo)\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/Vivax-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" class=\"swiper-slide-image\" src=\"https://www.swiftnav.com/wp-content/uploads/Vivax-logo.png\" alt=\"Vivax logo\">"
    },
    {
      "src": "https://www.swiftnav.com/wp-content/uploads/2025/06/Industries-555x360-micromobility-1.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img decoding=\"async\" src=\"https://www.swiftnav.com/wp-content/uploads/2025/06/Industries-555x360-micromobility-1.svg\" title alt loading=\"lazy\">"
    }
  ],
  "possibleDialogs": [],
  "score": 60,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

18 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

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: Question-led structure scored 70/100 and needs improvement.

Evidence

{
  "h2Count": 18,
  "questionH2s": [
    {
      "index": 12,
      "text": "How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "isQuestion": true,
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\">How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy</a></h2>"
    },
    {
      "index": 16,
      "text": "How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "isQuestion": true,
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\">How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency</a></h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "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": 6,
  "checkedFields": [
    {
      "path": "$[0].@graph[0].name",
      "value": "Swift Navigation | Precise Positioning"
    },
    {
      "path": "$[0].@graph[0].description",
      "value": "Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide."
    },
    {
      "path": "$[0].@graph[2].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[0].@graph[3].name",
      "value": "Swift Navigation | Precise Positioning"
    },
    {
      "path": "$[0].@graph[4].name",
      "value": "Swift Navigation"
    },
    {
      "path": "$[1].name",
      "value": "Swift Navigation | Precise Positioning"
    },
    {
      "path": "$[1].description",
      "value": "Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide."
    },
    {
      "path": "$[3].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[4].name",
      "value": "Swift Navigation | Precise Positioning"
    },
    {
      "path": "$[5].name",
      "value": "Swift Navigation"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[2].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[3].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, optional visible FAQ or FAQPage schema.

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": false,
  "definitionPatterns": 5,
  "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",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

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

18 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": 18,
  "passing": 0,
  "failing": [
    {
      "heading": "Centimeter-Accurate Satellite Positioning",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Centimeter-Accurate Satellite Positioning</h2>",
      "firstParagraph": "for precision mapping, tracking, navigation, and control",
      "paragraphHtml": "<p>for precision mapping, tracking, navigation, and control</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Trusted by</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Purpose-built to unlock mass market applications",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Purpose-built to unlock mass market applications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Industries",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Industries</h2>",
      "firstParagraph": "Extend existing automotive sensors with ASIL-certified absolute positioning and sensor fusion for precise, reliable, safe, and cost-effective localization that works–everywhere, always–at global scale.",
      "paragraphHtml": "<p>Extend existing automotive sensors with ASIL-certified absolute positioning and sensor fusion for precise, reliable, safe, and cost-effective localization that works&#x2013;everywhere, always&#x2013;at global scale.</p>",
      "words": 25,
      "direct": false,
      "issue": "First paragraph is 25 words and does not look like a concise direct answer."
    },
    {
      "heading": "Get Started",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Get Started</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Connect your device to Skylark",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Connect your device to Skylark</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Test your solution with an eval kit",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Test your solution with an eval kit</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Talk to an expert",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Talk to an expert</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Precise Positioning and the Future of Scalable Autonomy: Q&amp;A with Tim Harris, CEO of Swift Navigation</h2>",
      "firstParagraph": "Swift Navigation recently announced a $50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift’s core product, Skylark™ Precise Positioning Service, and how it...",
      "paragraphHtml": "<p>Swift Navigation recently announced a &#x24;50 million Series E funding round, marking a major milestone in its mission to deliver precise positioning at global scale. In this exclusive Q&amp;A, CEO and Co-Founder Timothy Harris discusses the evolution of Swift&#x2019;s core product, Skylark&#x2122; Precise Positioning Service, and how it&#x2019;s unlocking autonomy and automation across industries.</p>",
      "words": 57,
      "direct": false,
      "issue": "First paragraph is 57 words and does not look like a concise direct answer."
    },
    {
      "heading": "In the news",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">In the news</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Swift Navigation’s Skylark Precise Positioning Service Wins 2026 AutoTech Awards",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://autotechevents.com/home/autotech-awards/\">Swift Navigation&#x2019;s Skylark Precise Positioning Service Wins 2026 AutoTech Awards</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\">How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.petage.com/halo-collar-5-precision-gps-accuracy-dog-safety/\">Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Supply Side: Nexxiot/Swift Navigation, Railmark",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.railwayage.com/news/supply-side-nexxiot-swift-navigation-railmark/\">Supply Side: Nexxiot/Swift Navigation, Railmark</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "‘Mapless’ ADAS is a Myth. The Truth is ‘Less Map’.",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://newsletter.swiftnav.com/automotive-news-mapless-adas-myth\">&#x2018;Mapless&#x2019; ADAS is a Myth. The Truth is &#x2018;Less Map&#x2019;.</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\">How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Augmenting SD Maps at Scale: How Precise GNSS Simplifies Mapping for ADAS, Autonomy and Fleet Operations",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/augmenting-sd-maps-at-scale-how-precise-gnss-simplifies-mapping-for-adas-autonomy-and-fleet-operations/\">Augmenting SD Maps at Scale:&#xa0;How Precise GNSS Simplifies Mapping&#xa0;for ADAS, Autonomy and Fleet Operations</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Swift Navigation: Engineering Precision for Scalable Autonomy",
      "headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/swift-navigation-engineering-precision-for-scalable-autonomy/\">Swift Navigation: Engineering Precision for Scalable Autonomy</a></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

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

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: swift, positioning, harness, power, precision, vehicle.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

86/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "title": "Swift Navigation | Precise Positioning",
  "h1": "Harness the power of precision GNSS to unlock Vehicle Autonomy",
  "description": "Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide.",
  "topicOverlap": 0.45454545454545453,
  "definitionCount": 5,
  "topicTerms": [
    "swift",
    "navigation",
    "precise",
    "positioning",
    "harness",
    "power",
    "precision",
    "gnss",
    "unlock",
    "vehicle",
    "autonomy"
  ],
  "descriptionTerms": [
    "precise",
    "gnss",
    "solutions",
    "autonomy",
    "robotics",
    "gis",
    "fleets",
    "unlock",
    "centimeter",
    "level",
    "accuracy",
    "navigation",
    "mapping",
    "tracking",
    "worldwide"
  ],
  "missingFromDescription": [
    "swift",
    "positioning",
    "harness",
    "power",
    "precision",
    "vehicle"
  ],
  "score": 86,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: what, benefits, 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": "Centimeter-Accurate Satellite Positioning",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Centimeter-Accurate Satellite Positioning</h2>"
    },
    {
      "text": "Trusted by",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Trusted by</h2>"
    },
    {
      "text": "Purpose-built to unlock mass market applications",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Purpose-built to unlock mass market applications</h2>"
    },
    {
      "text": "Industries",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Industries</h2>"
    },
    {
      "text": "Get Started",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Get Started</h2>"
    },
    {
      "text": "Connect your device to Skylark",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Connect your device to Skylark</h2>"
    },
    {
      "text": "Test your solution with an eval kit",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Test your solution with an eval kit</h2>"
    },
    {
      "text": "Talk to an expert",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Talk to an expert</h2>"
    },
    {
      "text": "Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Precise Positioning and the Future of Scalable Autonomy: Q&amp;A with Tim Harris, CEO of Swift Navigation</h2>"
    },
    {
      "text": "In the news",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">In the news</h2>"
    },
    {
      "text": "Swift Navigation’s Skylark Precise Positioning Service Wins 2026 AutoTech Awards",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://autotechevents.com/home/autotech-awards/\">Swift Navigation&#x2019;s Skylark Precise Positioning Service Wins 2026 AutoTech Awards</a></h2>"
    },
    {
      "text": "How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\">How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy</a></h2>"
    },
    {
      "text": "Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.petage.com/halo-collar-5-precision-gps-accuracy-dog-safety/\">Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety</a></h2>"
    },
    {
      "text": "Supply Side: Nexxiot/Swift Navigation, Railmark",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.railwayage.com/news/supply-side-nexxiot-swift-navigation-railmark/\">Supply Side: Nexxiot/Swift Navigation, Railmark</a></h2>"
    },
    {
      "text": "‘Mapless’ ADAS is a Myth. The Truth is ‘Less Map’.",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://newsletter.swiftnav.com/automotive-news-mapless-adas-myth\">&#x2018;Mapless&#x2019; ADAS is a Myth. The Truth is &#x2018;Less Map&#x2019;.</a></h2>"
    },
    {
      "text": "How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\">How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency</a></h2>"
    },
    {
      "text": "Augmenting SD Maps at Scale: How Precise GNSS Simplifies Mapping for ADAS, Autonomy and Fleet Operations",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/augmenting-sd-maps-at-scale-how-precise-gnss-simplifies-mapping-for-adas-autonomy-and-fleet-operations/\">Augmenting SD Maps at Scale:&#xa0;How Precise GNSS Simplifies Mapping&#xa0;for ADAS, Autonomy and Fleet Operations</a></h2>"
    },
    {
      "text": "Swift Navigation: Engineering Precision for Scalable Autonomy",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/swift-navigation-engineering-precision-for-scalable-autonomy/\">Swift Navigation: Engineering Precision for Scalable Autonomy</a></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Swift Navigation work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Swift Navigation free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Swift Navigation compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Swift Navigation compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

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, benefits, 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": "Centimeter-Accurate Satellite Positioning",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Centimeter-Accurate Satellite Positioning</h2>"
    },
    {
      "text": "Trusted by",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Trusted by</h2>"
    },
    {
      "text": "Purpose-built to unlock mass market applications",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Purpose-built to unlock mass market applications</h2>"
    },
    {
      "text": "Industries",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Industries</h2>"
    },
    {
      "text": "Get Started",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Get Started</h2>"
    },
    {
      "text": "Connect your device to Skylark",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Connect your device to Skylark</h2>"
    },
    {
      "text": "Test your solution with an eval kit",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Test your solution with an eval kit</h2>"
    },
    {
      "text": "Talk to an expert",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Talk to an expert</h2>"
    },
    {
      "text": "Precise Positioning and the Future of Scalable Autonomy: Q&A with Tim Harris, CEO of Swift Navigation",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">Precise Positioning and the Future of Scalable Autonomy: Q&amp;A with Tim Harris, CEO of Swift Navigation</h2>"
    },
    {
      "text": "In the news",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\">In the news</h2>"
    },
    {
      "text": "Swift Navigation’s Skylark Precise Positioning Service Wins 2026 AutoTech Awards",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://autotechevents.com/home/autotech-awards/\">Swift Navigation&#x2019;s Skylark Precise Positioning Service Wins 2026 AutoTech Awards</a></h2>"
    },
    {
      "text": "How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.nxtbook.com/smg/sae/26AE04/index.php?startid=21\">How Precise GNSS Unlocks Scalable, Cost-Effective Mapping for ADAS and Autonomy</a></h2>"
    },
    {
      "text": "Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.petage.com/halo-collar-5-precision-gps-accuracy-dog-safety/\">Halo Collar 5 Debuts Precision+, Delivering Superior GPS Accuracy to Dog Safety</a></h2>"
    },
    {
      "text": "Supply Side: Nexxiot/Swift Navigation, Railmark",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.railwayage.com/news/supply-side-nexxiot-swift-navigation-railmark/\">Supply Side: Nexxiot/Swift Navigation, Railmark</a></h2>"
    },
    {
      "text": "‘Mapless’ ADAS is a Myth. The Truth is ‘Less Map’.",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://newsletter.swiftnav.com/automotive-news-mapless-adas-myth\">&#x2018;Mapless&#x2019; ADAS is a Myth. The Truth is &#x2018;Less Map&#x2019;.</a></h2>"
    },
    {
      "text": "How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://www.fleetowner.com/perspectives/ideaxchange/blog/55329098/how-ai-and-precision-mapping-are-transforming-fleet-operations-and-route-efficiency\">How AI and Precision Mapping are Transforming Fleet Operations and Route Efficiency</a></h2>"
    },
    {
      "text": "Augmenting SD Maps at Scale: How Precise GNSS Simplifies Mapping for ADAS, Autonomy and Fleet Operations",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/augmenting-sd-maps-at-scale-how-precise-gnss-simplifies-mapping-for-adas-autonomy-and-fleet-operations/\">Augmenting SD Maps at Scale:&#xa0;How Precise GNSS Simplifies Mapping&#xa0;for ADAS, Autonomy and Fleet Operations</a></h2>"
    },
    {
      "text": "Swift Navigation: Engineering Precision for Scalable Autonomy",
      "html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https://insidegnss.com/swift-navigation-engineering-precision-for-scalable-autonomy/\">Swift Navigation: Engineering Precision for Scalable Autonomy</a></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Swift Navigation work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Swift Navigation free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Swift Navigation compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Swift Navigation?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Swift Navigation compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

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

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": true,
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8",
        "length": 3231037,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 3205565,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "https://gmpg.org/xfn/11\">",
            "/style",
            "https://yoast.com/wordpress/plugins/seo/",
            "/title",
            "https://www.swiftnav.com/\"",
            "/ld+json",
            "https://schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https://www.swiftnav.com/\",\"url\":\"https://www.swiftnav.com/\",\"name\":\"Swift",
            "https://www.swiftnav.com/#website\"},\"about\":{\"@id\":\"https://www.swiftnav.com/#organization\"},\"primaryImageOfPage\":{\"@id\":\"https://www.swiftnav.com/#primaryimage\"},\"image\":{\"@id\":\"https://www.swiftnav.com/#primaryimage\"},\"thumbnailUrl\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"datePublished\":\"2025-02-25T15:14:17+00:00\",\"dateModified\":\"2026-05-17T00:09:23+00:00\",\"description\":\"Precise",
            "https://www.swiftnav.com/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://www.swiftnav.com/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https://www.swiftnav.com/#primaryimage\",\"url\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"contentUrl\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"width\":800,\"height\":300},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://www.swiftnav.com/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://www.swiftnav.com/#website\",\"url\":\"https://www.swiftnav.com/\",\"name\":\"Swift",
            "https://www.swiftnav.com/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://www.swiftnav.com/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https://www.swiftnav.com/#organization\",\"name\":\"Swift"
          ],
          "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": true,
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8",
        "length": 3231038,
        "text": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.swiftnav.com/\" />\n\t<script type=\"application/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https://www.swiftnav.com/\",\"url\":\"https://www.swiftnav.com/\",\"name\":\"Swift Navigation | Precise Positioning\",\"isPartOf\":{\"@id\":\"https://www.swiftnav.com/#website\"},\"about\":{\"@id\":\"https://www.swiftnav.com/#organization\"},\"primaryImageOfPage\":{\"@id\":\"https://www.swiftnav.com/#primaryimage\"},\"image\":{\"@id\":\"https://www.swiftnav.com/#primaryimage\"},\"thumbnailUrl\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"datePublished\":\"2025-02-25T15:14:17+00:00\",\"dateModified\":\"2026-05-17T00:09:23+00:00\",\"description\":\"Precise GNSS solutions for autonomy, robotics, GIS & fleets. Unlock centimeter-level accuracy for navigation, mapping & tracking worldwide.\",\"breadcrumb\":{\"@id\":\"https://www.swiftnav.com/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://www.swiftnav.com/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https://www.swiftnav.com/#primaryimage\",\"url\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"contentUrl\":\"https://www.swiftnav.com/wp-content/uploads/2025/08/Ardusimple-logo-3.png\",\"width\":800,\"height\":300},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://www.swiftnav.com/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://www.swiftnav.com/#website\",\"url\":\"https://www.swiftnav.com/\",\"name\":\"Swift Navigation | Precise Positioning\",\"description\":\"\",\"publisher\":{\"@id\":\"https://www.swiftnav.com/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://www.swiftnav.com/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https://www.swiftnav.com/#organization\",\"name\":\"Swift Navigation\",\"url\":\"https://www.swiftnav.com/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https://www.swiftnav.com/#/schema/logo/image/\",\"url\":\"https://www.swiftnav.com/wp-content/uploads/2025/02/logo-black.svg\",\"contentUrl\":\"https://www.swiftnav.com/wp-content/uploads/2025/02/logo-black.svg\",\"width\":172,\"height\":80,\"caption\":\"Swift Navigation\"},\"image\":{\"@id\":\"https://www.swiftnav.com/#/schema/logo/image/\"},\"sameAs\":[\"https://www.facebook.com/swiftnav/\",\"https://x.com/Swiftnav\"]}]}</script>\n\t<!-- / Yoast SEO plugin. -->\n\n\n<link rel='dns-prefetch' href='//js-na2.hs-scripts.com' />\n<link rel='dns-prefetch' href='//stats.wp.com' />\n<link rel='dns-prefetch' href='//fonts.googleapis.com' />\n<link rel='dns-prefetch' href='//www.googletagmanager.com' />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Swift Navigation | Precise Positioning &raquo; Feed\" href=\"https://www.swiftnav.com/feed\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Swift Navigation | Precise Positioning &raquo; Comments Feed\" href=\"https://www.swiftnav.com/comments/feed\" />\n\r\n    <meta property=\"og:type\" content=\"article\" />\r\n    <meta property=\"og:title\" content=\"Swiftnav\" />\r\n    <m"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

Response is not valid JSON.

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

Validate resource body
Response is not valid JSON.
Probe authorization endpoint with an authorization-code request
authorization_endpoint is missing from discovery metadata.
Reject unregistered authorization redirects
authorization_endpoint is missing from discovery metadata.
Probe token endpoint with advertised grant type
token_endpoint is missing from discovery metadata.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/openid-configuration",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "issue": "Response is not valid JSON.",
      "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."
    },
    {
      "id": "authorization-endpoint",
      "title": "Probe authorization endpoint with an authorization-code request",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "authorization_endpoint is missing from discovery metadata.",
      "howToFix": "Advertise only implemented OAuth/OIDC endpoints."
    },
    {
      "id": "authorization-redirect-safety",
      "title": "Reject unregistered authorization redirects",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "authorization_endpoint is missing from discovery metadata.",
      "howToFix": "Validate clients and redirect_uri values before redirecting."
    },
    {
      "id": "token-endpoint",
      "title": "Probe token endpoint with advertised grant type",
      "status": "fail",
      "evidence": {
        "url": ""
      },
      "issue": "token_endpoint is missing from discovery metadata.",
      "howToFix": "Advertise only implemented OAuth/OIDC endpoints."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

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

Response is not valid JSON.

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

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": "metadata",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<link rel=\"profile\" href=\"https://gmpg.org/xfn/11\">\n\t<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />\n\t<style>img:is([sizes=\"auto\" i], [sizes^=\"auto,\" i]) { contain-intrinsic-size: 3000px 1500px }</style>\n\t\n\t<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https://yoast.com/wordpress/plugins/seo/ -->\n\t<title>Swift Navigation | Precise Positioning</title>\n\t<meta name=\"description\" content=\"Precise GNSS solutions for autonomy, robotics, GIS &amp; fleets. Unlock centimeter-level accuracy for navigation, mapping &amp; tracking worldwide.\" />\n\t<link rel=\"canonical\" href=\"https://www.s"
      },
      "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.swiftnav.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 200,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.swiftnav.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 200,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.swiftnav.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 200,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.swiftnav.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

Performance and AccessibilityAccessibilityBrowser audit

Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.

100 Fail

Check name

Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children).

References

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

Evidence

{
  "description": "Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children)."
}

SEOSEOBrowser audit

Links are not crawlable

50 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)

References

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

Evidence

{
  "description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}

SEOSEOBrowser audit

Links do not have descriptive text

50 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

8 links found

Fix guidance

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

References

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

Evidence

{
  "displayValue": "8 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

12 Fail

Check name

Loading performance

Score

38/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 50,
      "displayValue": "2.4 s",
      "numericValue": 2371.3858447332705
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 57,
      "displayValue": "230 ms",
      "numericValue": 228
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 13.919759999999998
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 46,
      "displayValue": "1.7 s",
      "numericValue": 1661.1903946404339
    },
    {
      "id": "server-response-time",
      "title": "Reduce initial server response time",
      "score": 0,
      "displayValue": "Root document took 1,450 ms",
      "numericValue": 1454
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 14,
      "displayValue": "3.7 s",
      "numericValue": 3691.446687728706
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 17,
      "displayValue": "650 ms",
      "numericValue": 649.9999999999991
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 21,
      "displayValue": "6.6 s",
      "numericValue": 6555.226995192226
    }
  ]
}

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

Minify CSS

10 Warning

Check name

Minify CSS

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 7 KiB

Fix guidance

Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).

References

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

Evidence

{
  "displayValue": "Est savings of 7 KiB",
  "description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
  "numericValue": 0
}

Performance and AccessibilityPerformanceBrowser audit

Minify JavaScript

10 Warning

Check name

Minify JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 5 KiB

Fix guidance

Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).

References

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

Evidence

{
  "displayValue": "Est savings of 5 KiB",
  "description": "Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).",
  "numericValue": 0
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

10 Warning

Check name

Reduce unused JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 861 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 861 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 0
}

Fix with MCP or CLI

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

Score history

Public scan score over time

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

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 11, 2026	54/100	Level 3, Bot-Aware	Current report