CanAgentUse

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https://www.kairos.com/

SCANNED

Jun 12, 2026, 4:54 AM

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https://www.kairos.com/

SCANNED

Jun 12, 2026, 4:54:17 AMJun 12, 2026, 4:54 AM

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64/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Kairos Instant Identity Verification powered by AI

Instant Identity Verification. Reduce user drop-off and deter fraud with automated, real-time image processing.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	51	Needs work	11	12	1	View details
Discoverability	86	Mostly ready	6	3	0	View details
Content Readiness	54	Needs work	5	5	1	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	6	Priority fix	4	29	3	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	80	Mostly ready	7	2	11	View details
GEO Readiness	89	Mostly ready	2	0	4
AIO Readiness	76	Mostly ready	2	1	4	View details
AEO Readiness	73	Needs work	3	1	3	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	40	Priority fix	6	3	0	View details
Security & Trust	40	Priority fix	2	3	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	91	Strong	18	4	2	View details
Performance	91	Strong	8	3	2	View details
Accessibility	92	Strong	10	1	0	View details

Prioritized recommendations

Issues ranked by score impact

44 items need attention

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

100 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

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

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

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

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": "frame-ancestors 'self'"
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

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

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "accept-encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 19233,
        "excerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d50f\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><met",
        "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.

33 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <main> landmark; missing <footer> landmark; 4 links missing accessible names; 0/5 applicable form inputs have autocomplete attributes (5 missing).

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": false,
  "nav": true,
  "footer": false,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a fs-scrolldisable-element=\"enable\" data-w-id=\"51696a57-411e-5316-f2de-6ec53cdfda6a\" href=\"#\" class=\"close-button w-inline-block\"><img loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65af8aae97bf1fa861751ec4_close%20(1).svg\" alt class=\"close-icon\"></a>",
      "<a href=\"/\" aria-current=\"page\" class=\"nav-logo-link w-nav-brand w--current\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab758d6bbdaa898db7426b_Logo-Dark.svg\" loading=\"lazy\" alt class=\"nav-logo\"></a>",
      "<a href=\"/\" aria-current=\"page\" class=\"link-block w-inline-block w--current\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65aa88196fa61dfde861d588_Logo-White.webp\" loading=\"lazy\" alt class=\"footer-logo\"></a>",
      "<a href=\"https://www.linkedin.com/company/kairos-ar-inc-\" target=\"_blank\" class=\"social-button in-footer w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab8b414043cc1123261898_Social-linkedin.svg\" loading=\"lazy\" alt class=\"social-icon\"></a>"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input class=\"field w-input\" maxlength=\"256\" name=\"Full-Name\" data-name=\"Full Name\" placeholder type=\"text\" id=\"Full-Name-3\" required>",
      "<input class=\"field w-input\" maxlength=\"256\" name=\"Email\" data-name=\"Email\" placeholder type=\"email\" id=\"Email-10\" required>",
      "<input class=\"field w-input\" maxlength=\"256\" name=\"Phone\" data-name=\"Phone\" placeholder type=\"tel\" id=\"Phone\" required>",
      "<input class=\"field w-input\" maxlength=\"256\" name=\"organisation\" data-name=\"organisation\" placeholder type=\"text\" id=\"Organisation\" required>",
      "<input class=\"newsletter-field footer-version w-input\" maxlength=\"256\" name=\"Email-5\" data-name=\"Email 5\" placeholder=\"Email\" type=\"email\" id=\"Email-5\" required>"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 15,
    "links": 109,
    "inaccessibleLinks": 4,
    "buttons": 17,
    "inaccessibleButtons": 0,
    "images": 220,
    "imagesWithAlt": 220,
    "autocompleteInputs": 5,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 5
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

33 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 UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

25 Warning

Needs attention

Content freshness signals

Warning

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": "Thu, 11 Jun 2026 07:38:18 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

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

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="checkbox-4"> is missing tool-param-description.
<input name="checkbox-3"> is missing tool-param-description.
<input name="checkbox-3"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
<input name="Full-Name"> is missing tool-param-description.
<input name="Email"> is missing tool-param-description.
<input name="Phone"> is missing tool-param-description.
<input name="organisation"> is missing tool-param-description.
<textarea name="Message"> is missing tool-param-description.
<input name="Agree-To-Terms"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
<input name="Email-5"> is missing a label.
<input name="Email-5"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 3,
        "formsWithTags": 0,
        "totalInteractive": 135,
        "interactiveWithTags": 0,
        "totalCount": 138,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"checkbox-4\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Full-Name\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description.",
          "<input name=\"organisation\"> is missing tool-param-description.",
          "<textarea name=\"Message\"> is missing tool-param-description.",
          "<input name=\"Agree-To-Terms\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email-5\"> is missing a label.",
          "<input name=\"Email-5\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 23,
        "issues": [
          "<input name=\"checkbox-4\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Full-Name\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description.",
          "<input name=\"organisation\"> is missing tool-param-description.",
          "<textarea name=\"Message\"> is missing tool-param-description.",
          "<input name=\"Agree-To-Terms\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email-5\"> is missing a label.",
          "<input name=\"Email-5\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"checkbox-4\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"checkbox-3\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"checkbox-3\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Full-Name\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Phone\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"organisation\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"Message\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Agree-To-Terms\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Email-5\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"Email-5\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 3,
        "formsWithTags": 0,
        "totalInteractive": 135,
        "interactiveWithTags": 0,
        "totalCount": 138,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"checkbox-4\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input name=\"checkbox-3\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Full-Name\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description.",
          "<input name=\"organisation\"> is missing tool-param-description.",
          "<textarea name=\"Message\"> is missing tool-param-description.",
          "<input name=\"Agree-To-Terms\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"Email-5\"> is missing a label.",
          "<input name=\"Email-5\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 3,
    "formsWithTags": 0,
    "totalInteractive": 135,
    "interactiveWithTags": 0,
    "totalCount": 138,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"checkbox-4\"> is missing tool-param-description.",
      "<input name=\"checkbox-3\"> is missing tool-param-description.",
      "<input name=\"checkbox-3\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<input name=\"Full-Name\"> is missing tool-param-description.",
      "<input name=\"Email\"> is missing tool-param-description.",
      "<input name=\"Phone\"> is missing tool-param-description.",
      "<input name=\"organisation\"> is missing tool-param-description.",
      "<textarea name=\"Message\"> is missing tool-param-description.",
      "<input name=\"Agree-To-Terms\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<input name=\"Email-5\"> is missing a label.",
      "<input name=\"Email-5\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

8 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about-us",
      "text": "About us",
      "html": "<a href=\"/about-us\" class=\"dropdown-link-block w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab78536a55cdd038690243_Arrow-Blue.svg\" loading=\"lazy\" alt class=\"dropdown-icon\"><div class=\"dropdown-link-title\">About us</div></a>"
    },
    {
      "href": "/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution",
      "text": "Kairos: Pioneering Online Safety for Kids in the Age of the Digital RevolutionIn today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a safer internet for our children.Read post",
      "html": "<a href=\"/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification-p-500.jpg 500w, ht..."
    },
    {
      "href": "/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security",
      "text": "How Facial Recognition is Revolutionizing Super Bowl LIX SecurityWhen you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let’s dive into how facial recognition is being used at Super Bowl LIX, its benefits, and how it fits into a broader ecosystem of AI-driven security measures.Read post",
      "html": "<a href=\"/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football-p-500.jpg 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde86..."
    },
    {
      "href": "/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos",
      "text": "Why you don't need to worry about generative AI deepfakes with KairosThreat actors use generative AI deepfakes to create or manipulate facial images for identity fraud. The process involves either generating new faces or altering existing images tailored to the victim's identity or created to pass as a legitimate user using generative AI. To address the problem specific image capture security protocols and a robust liveness algorithm should be used to effectively block generative AI spoofing attempts.Read post",
      "html": "<a href=\"/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake.webp\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake-p-500.webp 500w, https://cdn.prod.websit..."
    },
    {
      "href": "/post/face-recognition-bias-from-rashida-tlaibs-caution-to-technical-solutions",
      "text": "Face Recognition Bias: From Rashida Tlaib’s Caution to Technical SolutionsIn a recent open letter, Rep. Rashida Tlaib raised important concerns about the use of facial recognition technology in everyday environments. Tlaib highlighted that if these systems aren’t carefully designed, they can exhibit significant racial bias—misidentifying individuals of color at a much higher rate than white individuals. In her letter, she stressed the need for caution and thorough review, pointing out that studies have shown these systems may not work equally well across all communities. Her message isn’t an attack on any particular retailer; rather, it’s a call for everyone involved—from developers to companies deploying the technology—to ensure that fairness and accuracy are built into these systems from the ground up.Read post",
      "html": "<a href=\"/post/face-recognition-bias-from-rashida-tlaibs-caution-to-technical-solutions\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67c0b610d3a987d7fc13c30d_03d89198-e4f2-44d0-ada5-6a7cf22efd36.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67c0b610d3a987d7fc13c30d_03d89198-e4f2-44d0-ada5-6a7cf22efd36-p-500.png 500w, h..."
    },
    {
      "href": "/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution",
      "text": "Kairos: Pioneering Online Safety for Kids in the Age of the Digital RevolutionIn today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a safer internet for our children.Read post",
      "html": "<a href=\"/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification-p-500.jpg 500w, ht..."
    },
    {
      "href": "/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security",
      "text": "How Facial Recognition is Revolutionizing Super Bowl LIX SecurityWhen you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let’s dive into how facial recognition is being used at Super Bowl LIX, its benefits, and how it fits into a broader ecosystem of AI-driven security measures.Read post",
      "html": "<a href=\"/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football-p-500.jpg 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde86..."
    },
    {
      "href": "/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos",
      "text": "Why you don't need to worry about generative AI deepfakes with KairosThreat actors use generative AI deepfakes to create or manipulate facial images for identity fraud. The process involves either generating new faces or altering existing images tailored to the victim's identity or created to pass as a legitimate user using generative AI. To address the problem specific image capture security protocols and a robust liveness algorithm should be used to effectively block generative AI spoofing attempts.Read post",
      "html": "<a href=\"/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake.webp\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake-p-500.webp 500w, https://cdn.prod.websit..."
    },
    {
      "href": "https://www.linkedin.com/company/kairos-ar-inc-",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/kairos-ar-inc-\" target=\"_blank\" class=\"social-button in-footer w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab8b414043cc1123261898_Social-linkedin.svg\" loading=\"lazy\" alt class=\"social-icon\"></a>"
    },
    {
      "href": "/about-us",
      "text": "About us",
      "html": "<a href=\"/about-us\" class=\"footer-link\">About us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a href=\"/contact\" class=\"dropdown-link-block w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab78536a55cdd038690243_Arrow-Blue.svg\" loading=\"lazy\" alt class=\"dropdown-icon\"><div class=\"dropdown-link-title\">Contact us</div></a>"
    },
    {
      "href": "/post/britcard-digital-ids-next-chapter--promise-or-peril",
      "text": "BritCard: Digital ID’s Next Chapter—Promise or Peril?The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the diverse perspectives emerging in the wake of the BritCard proposal and explore how it aligns with our mission to deliver secure, user-centric identity solutions.Read post",
      "html": "<a href=\"/post/britcard-digital-ids-next-chapter--promise-or-peril\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo-p-500.png 500w, https://cdn.prod.website-files.com/65aa88196fa61..."
    },
    {
      "href": "/post/britcard-digital-ids-next-chapter--promise-or-peril",
      "text": "BritCard: Digital ID’s Next Chapter—Promise or Peril?The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the diverse perspectives emerging in the wake of the BritCard proposal and explore how it aligns with our mission to deliver secure, user-centric identity solutions.Read post",
      "html": "<a href=\"/post/britcard-digital-ids-next-chapter--promise-or-peril\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo-p-500.png 500w, https://cdn.prod.website-files.com/65aa88196fa61..."
    },
    {
      "href": "/contact",
      "text": "Contact",
      "html": "<a href=\"/contact\" class=\"footer-link\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/terms",
      "text": "Terms",
      "html": "<a href=\"/terms\" class=\"link\">Terms</a>"
    },
    {
      "href": "/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences",
      "text": "AB 1043 Is Coming: Turn California’s New Age Signal into Safer, Higher-Converting ExperiencesCalifornia’s AB 1043—often called the Digital Age Assurance Act—marks a simple but significant shift: instead of every app guessing a user’s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It’s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user’s age range, and it creates a clearer path to age-appropriate defaults. What it doesn’t do is finish the job for you.Read post",
      "html": "<a href=\"/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%20Sep%2016%2C%202025%2C%2011_04_04%20AM.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%2..."
    },
    {
      "href": "/post/adoption-of-digital-identity-in-airline-transit-a-global-overview",
      "text": "Adoption of Digital Identity in Airline Transit: A Global OverviewDigital identity is transforming international air travel by replacing paper documents with biometrically verifiable digital credentials. This report chronicles the evolution of travel identity from biometric passports (ePassports) introduced in the mid-2000s through emerging digita (IATA One ID biometrics trial cuts airport processing times by 40% | Biometric Update)ntials (DTCs) in the 2020s. It analyzes the key stakeholders—global bodies like ICAO and IATA, national authorities, industry () privacy advocates—and the technologies and standards enabling a seamless passenger journey. Case studies from India, Singapore, the EU, the U (Skip the Surveillance By Opting Out of Face Recognition At Airports | Electronic Frontier Foundation)try initiatives illustrate both the successes and challenges of implementation. International regulations (e.g. ICAO Annex 9 and 17 standards, GDPR in Europe) provide a legal framework, while outcomes are evaluated in terms of security enhancements (e.g. fraud reduction), efficiency gains (faster processing), passenger experience, and inclusivity. The findings show that digital identity systems can sign ()duce queues and identity fraud** (for instance, biometric boarding cut boarding times by up to 9 minutes and U.S. border biometrics have intercepted thousands of imposters). However, concerns around privacy, data security, system reliability, and bias remain pressing. Best practices emerging from early adopters include robust governance partnerships, privacy-by-design (with informed opt-in consent), open standards for interoperability, and maintaining alternative processes for those unable to use digital IDs. Looking ahead to 2030, the report forecasts accelerating global adoption of digital travel identity—potentially leading to a “passportless” travel experience—contingent on addre ()y and equity issues. Recommendations urge stakeholders to collaborate on common standards (like W3C Verifiable Credentials and ICAO DTC), invest in secure infrastructure and public education, enact clear legal protections, and ensure that convenience does not come at the expense of rights. With careful implementation, digital identity can enhance both security and facilitation in air travel, making processes faster and more user-centric while upholding privacy and trust.Read post",
      "html": "<a href=\"/post/adoption-of-digital-identity-in-airline-transit-a-global-overview\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67e5386d17074ee9dc3b1ab1_Digital%20identity%20in%20aviation%20image.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67e5386d17074ee9dc3b1ab1_Digital%20identity%20in%20aviation%20image-p-500.png 50..."
    },
    {
      "href": "/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences",
      "text": "AB 1043 Is Coming: Turn California’s New Age Signal into Safer, Higher-Converting ExperiencesCalifornia’s AB 1043—often called the Digital Age Assurance Act—marks a simple but significant shift: instead of every app guessing a user’s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It’s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user’s age range, and it creates a clearer path to age-appropriate defaults. What it doesn’t do is finish the job for you.Read post",
      "html": "<a href=\"/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%20Sep%2016%2C%202025%2C%2011_04_04%20AM.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%2..."
    },
    {
      "href": "/privacy",
      "text": "Privacy",
      "html": "<a href=\"/privacy\" class=\"legal-link\">Privacy</a>"
    },
    {
      "href": "/terms",
      "text": "Terms",
      "html": "<a href=\"/terms\" class=\"legal-link\">Terms</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about-us",
      "text": "About us",
      "html": "<a href=\"/about-us\" class=\"dropdown-link-block w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab78536a55cdd038690243_Arrow-Blue.svg\" loading=\"lazy\" alt class=\"dropdown-icon\"><div class=\"dropdown-link-title\">About us</div></a>"
    },
    {
      "href": "/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution",
      "text": "Kairos: Pioneering Online Safety for Kids in the Age of the Digital RevolutionIn today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a safer internet for our children.Read post",
      "html": "<a href=\"/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification-p-500.jpg 500w, ht..."
    },
    {
      "href": "/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security",
      "text": "How Facial Recognition is Revolutionizing Super Bowl LIX SecurityWhen you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let’s dive into how facial recognition is being used at Super Bowl LIX, its benefits, and how it fits into a broader ecosystem of AI-driven security measures.Read post",
      "html": "<a href=\"/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football-p-500.jpg 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde86..."
    },
    {
      "href": "/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos",
      "text": "Why you don't need to worry about generative AI deepfakes with KairosThreat actors use generative AI deepfakes to create or manipulate facial images for identity fraud. The process involves either generating new faces or altering existing images tailored to the victim's identity or created to pass as a legitimate user using generative AI. To address the problem specific image capture security protocols and a robust liveness algorithm should be used to effectively block generative AI spoofing attempts.Read post",
      "html": "<a href=\"/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake.webp\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake-p-500.webp 500w, https://cdn.prod.websit..."
    },
    {
      "href": "/post/face-recognition-bias-from-rashida-tlaibs-caution-to-technical-solutions",
      "text": "Face Recognition Bias: From Rashida Tlaib’s Caution to Technical SolutionsIn a recent open letter, Rep. Rashida Tlaib raised important concerns about the use of facial recognition technology in everyday environments. Tlaib highlighted that if these systems aren’t carefully designed, they can exhibit significant racial bias—misidentifying individuals of color at a much higher rate than white individuals. In her letter, she stressed the need for caution and thorough review, pointing out that studies have shown these systems may not work equally well across all communities. Her message isn’t an attack on any particular retailer; rather, it’s a call for everyone involved—from developers to companies deploying the technology—to ensure that fairness and accuracy are built into these systems from the ground up.Read post",
      "html": "<a href=\"/post/face-recognition-bias-from-rashida-tlaibs-caution-to-technical-solutions\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67c0b610d3a987d7fc13c30d_03d89198-e4f2-44d0-ada5-6a7cf22efd36.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67c0b610d3a987d7fc13c30d_03d89198-e4f2-44d0-ada5-6a7cf22efd36-p-500.png 500w, h..."
    },
    {
      "href": "/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution",
      "text": "Kairos: Pioneering Online Safety for Kids in the Age of the Digital RevolutionIn today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a safer internet for our children.Read post",
      "html": "<a href=\"/post/kairos-pioneering-online-safety-for-kids-in-the-age-of-the-digital-revolution\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67b6f553aec8edcfd868be7e_Main%20photo%20age%20verification-p-500.jpg 500w, ht..."
    },
    {
      "href": "/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security",
      "text": "How Facial Recognition is Revolutionizing Super Bowl LIX SecurityWhen you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let’s dive into how facial recognition is being used at Super Bowl LIX, its benefits, and how it fits into a broader ecosystem of AI-driven security measures.Read post",
      "html": "<a href=\"/post/how-facial-recognition-is-revolutionizing-super-bowl-lix-security\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67acb0447e5fab6e3580e81a_FR%20football-p-500.jpg 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde86..."
    },
    {
      "href": "/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos",
      "text": "Why you don't need to worry about generative AI deepfakes with KairosThreat actors use generative AI deepfakes to create or manipulate facial images for identity fraud. The process involves either generating new faces or altering existing images tailored to the victim's identity or created to pass as a legitimate user using generative AI. To address the problem specific image capture security protocols and a robust liveness algorithm should be used to effectively block generative AI spoofing attempts.Read post",
      "html": "<a href=\"/post/why-you-dont-need-to-worry-about-generative-ai-deepfakes-with-kairos\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake.webp\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/65cb63d3d76285ff8805193c_blog%20gen%20ai%20deepfake-p-500.webp 500w, https://cdn.prod.websit..."
    },
    {
      "href": "https://www.linkedin.com/company/kairos-ar-inc-",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/kairos-ar-inc-\" target=\"_blank\" class=\"social-button in-footer w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab8b414043cc1123261898_Social-linkedin.svg\" loading=\"lazy\" alt class=\"social-icon\"></a>"
    },
    {
      "href": "/about-us",
      "text": "About us",
      "html": "<a href=\"/about-us\" class=\"footer-link\">About us</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a href=\"/contact\" class=\"dropdown-link-block w-inline-block\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab78536a55cdd038690243_Arrow-Blue.svg\" loading=\"lazy\" alt class=\"dropdown-icon\"><div class=\"dropdown-link-title\">Contact us</div></a>"
    },
    {
      "href": "/post/britcard-digital-ids-next-chapter--promise-or-peril",
      "text": "BritCard: Digital ID’s Next Chapter—Promise or Peril?The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the diverse perspectives emerging in the wake of the BritCard proposal and explore how it aligns with our mission to deliver secure, user-centric identity solutions.Read post",
      "html": "<a href=\"/post/britcard-digital-ids-next-chapter--promise-or-peril\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo-p-500.png 500w, https://cdn.prod.website-files.com/65aa88196fa61..."
    },
    {
      "href": "/post/britcard-digital-ids-next-chapter--promise-or-peril",
      "text": "BritCard: Digital ID’s Next Chapter—Promise or Peril?The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the diverse perspectives emerging in the wake of the BritCard proposal and explore how it aligns with our mission to deliver secure, user-centric identity solutions.Read post",
      "html": "<a href=\"/post/britcard-digital-ids-next-chapter--promise-or-peril\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/685180f10adcc23db3faaf5f_Britcard%20blog%20photo-p-500.png 500w, https://cdn.prod.website-files.com/65aa88196fa61..."
    },
    {
      "href": "/contact",
      "text": "Contact",
      "html": "<a href=\"/contact\" class=\"footer-link\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/terms",
      "text": "Terms",
      "html": "<a href=\"/terms\" class=\"link\">Terms</a>"
    },
    {
      "href": "/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences",
      "text": "AB 1043 Is Coming: Turn California’s New Age Signal into Safer, Higher-Converting ExperiencesCalifornia’s AB 1043—often called the Digital Age Assurance Act—marks a simple but significant shift: instead of every app guessing a user’s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It’s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user’s age range, and it creates a clearer path to age-appropriate defaults. What it doesn’t do is finish the job for you.Read post",
      "html": "<a href=\"/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%20Sep%2016%2C%202025%2C%2011_04_04%20AM.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%2..."
    },
    {
      "href": "/post/adoption-of-digital-identity-in-airline-transit-a-global-overview",
      "text": "Adoption of Digital Identity in Airline Transit: A Global OverviewDigital identity is transforming international air travel by replacing paper documents with biometrically verifiable digital credentials. This report chronicles the evolution of travel identity from biometric passports (ePassports) introduced in the mid-2000s through emerging digita (IATA One ID biometrics trial cuts airport processing times by 40% | Biometric Update)ntials (DTCs) in the 2020s. It analyzes the key stakeholders—global bodies like ICAO and IATA, national authorities, industry () privacy advocates—and the technologies and standards enabling a seamless passenger journey. Case studies from India, Singapore, the EU, the U (Skip the Surveillance By Opting Out of Face Recognition At Airports | Electronic Frontier Foundation)try initiatives illustrate both the successes and challenges of implementation. International regulations (e.g. ICAO Annex 9 and 17 standards, GDPR in Europe) provide a legal framework, while outcomes are evaluated in terms of security enhancements (e.g. fraud reduction), efficiency gains (faster processing), passenger experience, and inclusivity. The findings show that digital identity systems can sign ()duce queues and identity fraud** (for instance, biometric boarding cut boarding times by up to 9 minutes and U.S. border biometrics have intercepted thousands of imposters). However, concerns around privacy, data security, system reliability, and bias remain pressing. Best practices emerging from early adopters include robust governance partnerships, privacy-by-design (with informed opt-in consent), open standards for interoperability, and maintaining alternative processes for those unable to use digital IDs. Looking ahead to 2030, the report forecasts accelerating global adoption of digital travel identity—potentially leading to a “passportless” travel experience—contingent on addre ()y and equity issues. Recommendations urge stakeholders to collaborate on common standards (like W3C Verifiable Credentials and ICAO DTC), invest in secure infrastructure and public education, enact clear legal protections, and ensure that convenience does not come at the expense of rights. With careful implementation, digital identity can enhance both security and facilitation in air travel, making processes faster and more user-centric while upholding privacy and trust.Read post",
      "html": "<a href=\"/post/adoption-of-digital-identity-in-airline-transit-a-global-overview\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67e5386d17074ee9dc3b1ab1_Digital%20identity%20in%20aviation%20image.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/67e5386d17074ee9dc3b1ab1_Digital%20identity%20in%20aviation%20image-p-500.png 50..."
    },
    {
      "href": "/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences",
      "text": "AB 1043 Is Coming: Turn California’s New Age Signal into Safer, Higher-Converting ExperiencesCalifornia’s AB 1043—often called the Digital Age Assurance Act—marks a simple but significant shift: instead of every app guessing a user’s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It’s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user’s age range, and it creates a clearer path to age-appropriate defaults. What it doesn’t do is finish the job for you.Read post",
      "html": "<a href=\"/post/ab-1043-is-coming-turn-californias-new-age-signal-into-safer-higher-converting-experiences\" class=\"cms-link-block w-inline-block\" tabindex=\"-1\"><div class=\"item-image-wrap in-slider\"><img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%20Sep%2016%2C%202025%2C%2011_04_04%20AM.png\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d520/68c9281049c827b296ffbf22_ChatGPT%20Image%2..."
    },
    {
      "href": "/privacy",
      "text": "Privacy",
      "html": "<a href=\"/privacy\" class=\"legal-link\">Privacy</a>"
    },
    {
      "href": "/terms",
      "text": "Terms",
      "html": "<a href=\"/terms\" class=\"legal-link\">Terms</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

6 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

13 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": 14,
  "passing": 1,
  "failing": [
    {
      "heading": "Let's talk!",
      "headingHtml": "<h2 class=\"popup-title\">Let&apos;s talk!</h2>",
      "firstParagraph": "Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we'll get back to you promptly to assist with any inquiries.",
      "paragraphHtml": "<p class=\"popup-subtitle\">Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we&apos;ll get back to you promptly to assist with any inquiries.<br></p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "See How Kairos can help you grow your business and mitigate fraud",
      "headingHtml": "<h2 class=\"cta-title\">See How Kairos can help you grow your business and mitigate fraud</h2>",
      "firstParagraph": "Reduce user drop-off and deter fraud with automated, real-time image processing.",
      "paragraphHtml": "<p class=\"header-text\">Reduce user drop-off and deter fraud with automated, real-time image processing.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted with over 1 Billion Transactions Worldwide",
      "headingHtml": "<h2>Trusted with over <span class=\"highlight-title\">1 Billion</span> Transactions Worldwide</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Maximize user growth",
      "headingHtml": "<h2>Maximize user growth</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "without compromising security",
      "headingHtml": "<h2>without compromising security</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Increase sign-ups with accurate results in fewer steps",
      "headingHtml": "<h2>Increase sign-ups with accurate results in fewer steps</h2>",
      "firstParagraph": "Automatically scan text, MRZs, and check authenticity of 4000+ IDs from a single photo.",
      "paragraphHtml": "<p class=\"paragraph\">Automatically scan text, MRZs, and check authenticity of 4000+ IDs from a single photo.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "How Kairos prevents you from losing good customers",
      "headingHtml": "<h2>How Kairos prevents you from losing good customers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How we can help you grow your business and mitigate fraud",
      "headingHtml": "<h2>How we can help you grow your business and mitigate fraud</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Identity Verification",
      "headingHtml": "<h2>Identity Verification</h2>",
      "firstParagraph": "In a single, seamless operation, we combine an ID scan, a dynamic selfie comparison against the photo ID, thorough fraud checks, and a real-time liveness check.",
      "paragraphHtml": "<p>In a single, seamless operation, we combine an ID scan, a dynamic selfie comparison against the photo ID, thorough fraud checks, and a real-time liveness check.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "ID Document Verification",
      "headingHtml": "<h2>ID&#xa0;Document Verification</h2>",
      "firstParagraph": "Discover the future of ID document verification with Kairos' Al-driven technology. Our system effortlessly authenticates a range of IDs from around the globe, and detects falsified or tampered documents.",
      "paragraphHtml": "<p>Discover the future of ID document verification with Kairos&apos; Al-driven technology. Our system effortlessly authenticates a range of IDs from around the globe, and detects falsified or tampered documents.</p>",
      "words": 29,
      "direct": false,
      "issue": "First paragraph is 29 words and does not look like a concise direct answer."
    },
    {
      "heading": "Liveness Verification",
      "headingHtml": "<h2>Liveness Verification</h2>",
      "firstParagraph": "Kairos' leading liveness detection technology uses a single selfie to deter spoofing attempts, providing an effortless yet highly effective shield against identity fraud for your users.",
      "paragraphHtml": "<p>Kairos&apos; leading liveness detection technology uses a single selfie to deter spoofing attempts, providing an effortless yet highly effective shield against identity fraud for your users.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "Biometric Verification",
      "headingHtml": "<h2>Biometric Verification</h2>",
      "firstParagraph": "Use our biometric identification to identify potential fraudsters and search their face images against databases of blacklisted users, known fraudsters, or previous onboarding sessions. Our lightning-fast, unbiased algorithms work accurately across all ethnicities.",
      "paragraphHtml": "<p>Use our biometric identification to identify potential fraudsters and search their face images against databases of blacklisted users, known fraudsters, or previous onboarding sessions. Our lightning-fast, unbiased algorithms work accurately across all ethnicities.</p>",
      "words": 33,
      "direct": false,
      "issue": "First paragraph is 33 words and does not look like a concise direct answer."
    },
    {
      "heading": "Age Verification",
      "headingHtml": "<h2>Age Verification</h2>",
      "firstParagraph": "Kairos' age verification technology uses a straightforward approach: it estimates a user's age from just a single selfie. This fast, user-friendly method keeps you compliant with age restrictions without causing potential users to drop off due to lengthy or complex procedures.",
      "paragraphHtml": "<p>Kairos&apos; age verification technology uses a straightforward approach: it estimates a user&apos;s age from just a single selfie. This fast, user-friendly method keeps you compliant with age restrictions without causing potential users to drop off due to lengthy or complex procedures.</p>",
      "words": 41,
      "direct": false,
      "issue": "First paragraph is 41 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

24 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

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      "text": "When you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let’s dive into how facial recognition is being used at...",
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      "html": "<p class=\"paragraph\">When you think about the Super Bowl, images of incredible athleticism, passionate fans, and unforgettable halftime shows come to mind. But behind the scenes, a high-tech security infrastructure is working overtime to ensure that the event remains safe and secure for everyone. One of the standout technologies making a significant impact is facial recognition. Let&#x2019;s dive into how facial recognition is being used at Super Bowl LIX, its benefits, and how it fits into a..."
    },
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      "index": 19,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Threat actors use generative AI deepfakes to create or manipulate facial images for identity fraud. The process involves either generating new faces or altering existing images tailored to the victim's identity or created to pass as a legitimate user using generative AI. To address the problem specific image capture security protocols and a robust liveness algorithm should be used to effectively block generative A...",
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    {
      "index": 20,
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      "text": "This guide outlines essential practices for capturing and uploading ID documents and selfies, ensuring a smooth and secure digital onboarding experience. By adhering to these guidelines, users can significantly enhance the accuracy of identity verification, reducing errors and improving the overall success rate.",
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      "index": 21,
      "heading": "H2: Stay up to date on AI developments",
      "text": "As the landscape of digital identity verification rapidly evolves, Artificial Intelligence (AI) is at the forefront, reshaping traditional approaches. This deep dive into AI's role in identity verification is for those familiar with the nuances of data science and computer science.",
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      "hasEvidence": true,
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    },
    {
      "index": 22,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Deep Learning, particularly Convolutional Neural Networks (CNNs), has revolutionized facial recognition technology. This layered approach enables the model to discern intricate facial patterns, enhancing recognition accuracy. Backpropagation, a key mechanism in CNNs, refines these features, significantly improving the model's ability to distinguish subtle facial characteristics.",
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      "html": "<p class=\"paragraph\">Deep Learning, particularly Convolutional Neural Networks (CNNs), has revolutionized facial recognition technology. This layered approach enables the model to discern intricate facial patterns, enhancing recognition accuracy. Backpropagation, a key mechanism in CNNs, refines these features, significantly improving the model&apos;s ability to distinguish subtle facial characteristics.</p>"
    },
    {
      "index": 23,
      "heading": "H2: Stay up to date on AI developments",
      "text": "For the Philippines, a foundational digital identity is no longer theoretical. The Philippine Statistics Authority (PSA) reports more than 56 million successful authentications through National ID Authentication Services (NIDAS), with the biggest volumes in social protection and financial services. That signals a decisive shift: when users are Filipino nationals, a state-backed identity rail can deliver fast, high...",
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      "index": 24,
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    },
    {
      "index": 26,
      "heading": "H2: Stay up to date on AI developments",
      "text": "In just two weeks of the UK’s age-gating taking effect (24 July → 8 August 2025), traffic cratered across the biggest platforms: Pornhub’s daily UK visits fell from 3.6m to 1.9m (-47%), XVideos also dropped 47%, and xHamster slid 39%—all from Similarweb data reported via the BBC; OnlyFans saw an additional ~10% decline in UK traffic over the same period.",
      "words": 64,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (64 words; target 80-220)."
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    },
    {
      "index": 27,
      "heading": "H2: Stay up to date on AI developments",
      "text": "The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the divers...",
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    },
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      "index": 28,
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      "text": "Discover Kairos' latest breakthrough in biometric security with our new liveness model. Designed for passive, selfie-based liveness verification, this enhanced model leverages more data, advanced deep learning backbones, and improved score distributions to deliver greater accuracy and security against spoofing attacks. Experience a seamless and robust authentication process that stays one step ahead of emerging th...",
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    },
    {
      "index": 29,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Digital identity is transforming international air travel by replacing paper documents with biometrically verifiable digital credentials. This report chronicles the evolution of travel identity from biometric passports (ePassports) introduced in the mid-2000s through emerging digita (IATA One ID biometrics trial cuts airport processing times by 40% | Biometric Update)ntials (DTCs) in the 2020s. It analyzes the key...",
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      "hasEvidence": true,
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    },
    {
      "index": 30,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Digital identity programs are transforming how citizens prove who they are both online and in person. In a recent commentary in The Times, Tony Blair emphasized that embracing technology—including digital identity and face recognition—provides governments with the tools to modernize public services while countering populism and enhancing crime prevention. Governments in the United States, United Kingdom, and acros...",
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        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
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    },
    {
      "index": 31,
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      "text": "In a recent open letter, Rep. Rashida Tlaib raised important concerns about the use of facial recognition technology in everyday environments. Tlaib highlighted that if these systems aren’t carefully designed, they can exhibit significant racial bias—misidentifying individuals of color at a much higher rate than white individuals. In her letter, she stressed the need for caution and thorough review, pointing out t...",
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    },
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      "index": 33,
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      "index": 34,
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      "index": 35,
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      "text": "This guide outlines essential practices for capturing and uploading ID documents and selfies, ensuring a smooth and secure digital onboarding experience. By adhering to these guidelines, users can significantly enhance the accuracy of identity verification, reducing errors and improving the overall success rate.",
      "words": 43,
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      "index": 36,
      "heading": "H2: Stay up to date on AI developments",
      "text": "As the landscape of digital identity verification rapidly evolves, Artificial Intelligence (AI) is at the forefront, reshaping traditional approaches. This deep dive into AI's role in identity verification is for those familiar with the nuances of data science and computer science.",
      "words": 41,
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    },
    {
      "index": 37,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Deep Learning, particularly Convolutional Neural Networks (CNNs), has revolutionized facial recognition technology. This layered approach enables the model to discern intricate facial patterns, enhancing recognition accuracy. Backpropagation, a key mechanism in CNNs, refines these features, significantly improving the model's ability to distinguish subtle facial characteristics.",
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      "index": 38,
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      "text": "The BritCard proposal put forward by Labour Together envisions a mandatory, universal digital identity credential—downloaded onto smartphones—that would verify right-to-work and right-to-rent status, streamline access to public services, and help combat illegal migration. As Kairos—a leader in AI-driven identity verification—continually monitors government digital ID initiatives, it’s crucial to examine the divers...",
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    },
    {
      "index": 43,
      "heading": "H2: Stay up to date on AI developments",
      "text": "Discover Kairos' latest breakthrough in biometric security with our new liveness model. Designed for passive, selfie-based liveness verification, this enhanced model leverages more data, advanced deep learning backbones, and improved score distributions to deliver greater accuracy and security against spoofing attacks. Experience a seamless and robust authentication process that stays one step ahead of emerging th...",
      "words": 56,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (56 words; target 80-220)."
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      "html": "<p class=\"paragraph\">Discover Kairos&apos; latest breakthrough in biometric security with our new liveness model. Designed for passive, selfie-based liveness verification, this enhanced model leverages more data, advanced deep learning backbones, and improved score distributions to deliver greater accuracy and security against spoofing attacks. Experience a seamless and robust authentication process that stays one step ahead of emerging threats. </p>"
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      "index": 17,
      "heading": "H2: Stay up to date on AI developments",
      "text": "In today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a saf...",
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      "hasEvidence": true,
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      "index": 25,
      "heading": "H2: Stay up to date on AI developments",
      "text": "California’s AB 1043—often called the Digital Age Assurance Act—marks a simple but significant shift: instead of every app guessing a user’s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It’s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user’s...",
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      "text": "In today’s digital jungle, keeping our kids safe online isn’t just an option—it’s an absolute must. Did you know that a shocking 22% of 8- to 17-year-olds are lying about being over 18 on social media? (BBC News) With the UK Online Safety Act set to be enforced in 2025, it’s clear that the digital world is about to undergo some major changes. And guess what? Kairos is ready to be the game-changer in creating a saf...",
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      "hasEvidence": true,
      "reasons": [],
      "html": "<p class=\"paragraph\">California&#x2019;s AB 1043&#x2014;often called the Digital Age Assurance Act&#x2014;marks a simple but significant shift: instead of every app guessing a user&#x2019;s age, operating systems and app stores will send an age-bracket signal to apps. That shifts age assurance from a scattered, app-by-app problem to a shared layer of infrastructure. It&#x2019;s privacy-preserving (no default ID uploads), it gives developers actual knowledge of a user&#x2019;s age range, and i..."
    }
  ],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 12,
  "schemaBlocks": 2,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 88/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: kairos, powered.

Details

Why it matters

Check name

GEO: Entity clarity

Score

88/100

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 88/100 and needs improvement.

Evidence

{
  "title": "Kairos Instant Identity Verification powered by AI",
  "h1": "Instant Identity Verification",
  "description": "Instant Identity Verification. Reduce user drop-off and deter fraud with automated, real-time image processing.",
  "topicOverlap": 0.6,
  "topicTerms": [
    "kairos",
    "instant",
    "identity",
    "verification",
    "powered"
  ],
  "descriptionTerms": [
    "instant",
    "identity",
    "verification",
    "reduce",
    "user",
    "drop",
    "off",
    "deter",
    "fraud",
    "automated",
    "real",
    "time",
    "image",
    "processing"
  ],
  "missingFromDescription": [
    "kairos",
    "powered"
  ],
  "score": 88,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

220 image(s) are missing width/height attributes. 18 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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    {
      "src": "https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg\" loading=\"lazy\" alt class=\"app-nav-icon\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg\" loading=\"lazy\" alt class=\"app-nav-icon\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg\" loading=\"lazy\" alt class=\"app-nav-icon\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65ab7d8f33e26490b9913bc8_Arrow-BlueDark.svg\" loading=\"lazy\" alt class=\"app-nav-icon\">"
    }
  ],
  "possibleDialogs": [
    "<div class=\"cookies-popup-title\">Cookie Settings</div>",
    "<div id=\"consentPopup\" fs-cc=\"banner\" class=\"fs-cookie-popup-wrapper\"><div class=\"fs-cookies-popup\"><p class=\"cookies-paragraph\">By clicking &#x201c;Accept&#x201d;, you agree to the storing of cookies to enhance site navigation, analyze site usage, and assist in our marketing efforts<br></p><div class=\"cookies-buttons-wrapper\"><a fs-cc=\"allow\" href=\"#\" class=\"cookies-button accept w-button\">Accept</a><a fs-cc=\"open-preferences\" id=\"w-node-dcf40f53-e191-a79e-1d1c-348296fbd691-96fbd649\" href=\"#...",
    "<div class=\"fs-cookies-popup\"><p class=\"cookies-paragraph\">By clicking &#x201c;Accept&#x201d;, you agree to the storing of cookies to enhance site navigation, analyze site usage, and assist in our marketing efforts<br></p><div class=\"cookies-buttons-wrapper\"><a fs-cc=\"allow\" href=\"#\" class=\"cookies-button accept w-button\">Accept</a><a fs-cc=\"open-preferences\" id=\"w-node-dcf40f53-e191-a79e-1d1c-348296fbd691-96fbd649\" href=\"#\" class=\"preferences-link\">Settings</a></div></div>",
    "<div class=\"form-popup\"><div class=\"popup\"><div class=\"contact-form w-form\"><form id=\"wf-form-Talk-To-Sales-Form\" name=\"wf-form-Talk-To-Sales-Form\" data-name=\"Talk To Sales Form\" action=\"https://submit-form.com/zAjY3RF3Z\" method=\"post\" data-botpoison-public-key=\"pk_76a1e122-9dfa-4602-be25-00d371742b6a\" data-wf-page-id=\"65aa88196fa61dfde861d50f\" data-wf-element-id=\"51696a57-411e-5316-f2de-6ec53cdfda47\"><div class=\"popup-title-wrap\"><h2 class=\"popup-title\">Let&apos;s talk!</h2><p class=\"popup-s...",
    "<div class=\"popup\"><div class=\"contact-form w-form\"><form id=\"wf-form-Talk-To-Sales-Form\" name=\"wf-form-Talk-To-Sales-Form\" data-name=\"Talk To Sales Form\" action=\"https://submit-form.com/zAjY3RF3Z\" method=\"post\" data-botpoison-public-key=\"pk_76a1e122-9dfa-4602-be25-00d371742b6a\" data-wf-page-id=\"65aa88196fa61dfde861d50f\" data-wf-element-id=\"51696a57-411e-5316-f2de-6ec53cdfda47\"><div class=\"popup-title-wrap\"><h2 class=\"popup-title\">Let&apos;s talk!</h2><p class=\"popup-subtitle\">Have questions...",
    "<div class=\"popup-title-wrap\"><h2 class=\"popup-title\">Let&apos;s talk!</h2><p class=\"popup-subtitle\">Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we&apos;ll get back to you promptly to assist with any inquiries.<br></p></div>",
    "<h2 class=\"popup-title\">Let&apos;s talk!</h2>",
    "<p class=\"popup-subtitle\">Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we&apos;ll get back to you promptly to assist with any inquiries.<br></p>",
    "<div class=\"field-wrap in-popup\"><label for=\"Full-Name-3\" class=\"field-label\">Full name*</label><input class=\"field w-input\" maxlength=\"256\" name=\"Full-Name\" data-name=\"Full Name\" placeholder type=\"text\" id=\"Full-Name-3\" required></div>",
    "<div class=\"field-wrap in-popup\"><label for=\"Email-10\" class=\"field-label\">Email Address</label><input class=\"field w-input\" maxlength=\"256\" name=\"Email\" data-name=\"Email\" placeholder type=\"email\" id=\"Email-10\" required><div id=\"email-help-text\" class=\"email-help-text\">Please use valid business email address</div></div>",
    "<div class=\"field-wrap in-popup\"><label for=\"Phone\" class=\"field-label\">Phone number</label><input class=\"field w-input\" maxlength=\"256\" name=\"Phone\" data-name=\"Phone\" placeholder type=\"tel\" id=\"Phone\" required></div>",
    "<div class=\"field-wrap in-popup\"><label for=\"Organisation\" class=\"field-label\">Organisation</label><input class=\"field w-input\" maxlength=\"256\" name=\"organisation\" data-name=\"organisation\" placeholder type=\"text\" id=\"Organisation\" required><div id=\"email-help-text\" class=\"email-help-text\">Please use valid business email address</div></div>",
    "<div class=\"field-wrap in-popup\"><label for=\"Message-3\" class=\"field-label\">Your message</label><textarea id=\"Message-3\" name=\"Message\" maxlength=\"5000\" data-name=\"Message\" placeholder=\"Type your message...\" required class=\"field medium-area w-input\"></textarea></div>",
    "<div fs-scrolldisable-element=\"enable\" data-w-id=\"51696a57-411e-5316-f2de-6ec53cdfda6c\" class=\"popup-close-block\"></div>",
    "<div class=\"gradient-wrap in-popup\"><img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple.webp\" loading=\"lazy\" sizes=\"(max-width: 1694px) 100vw, 1694px\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple-p-500.webp 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple-p-800.webp 800w, https://cdn.prod.website-files.com/65aa88196fa61dfde861...",
    "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple.webp\" loading=\"lazy\" sizes=\"(max-width: 1694px) 100vw, 1694px\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple-p-500.webp 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-Purple-p-800.webp 800w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd17a509895f76df62a42_Blur-P...",
    "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1e284b8b6f006fd0fc2_Blur-Blue.webp\" loading=\"lazy\" sizes=\"(max-width: 1694px) 100vw, 1694px\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1e284b8b6f006fd0fc2_Blur-Blue-p-500.webp 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1e284b8b6f006fd0fc2_Blur-Blue-p-800.webp 800w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1e284b8b6f006fd0fc2_Blur-Blue-p-...",
    "<img src=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1793ccfd9829da74fed_Blur-Green.webp\" loading=\"lazy\" sizes=\"(max-width: 1694px) 100vw, 1694px\" srcset=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1793ccfd9829da74fed_Blur-Green-p-500.webp 500w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1793ccfd9829da74fed_Blur-Green-p-800.webp 800w, https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/65bcd1793ccfd9829da74fed_Blur-Gree..."
  ],
  "score": 70,
  "weight": 10
}

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

13 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": 14,
  "passing": 1,
  "failing": [
    {
      "heading": "Let's talk!",
      "headingHtml": "<h2 class=\"popup-title\">Let&apos;s talk!</h2>",
      "firstParagraph": "Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we'll get back to you promptly to assist with any inquiries.",
      "paragraphHtml": "<p class=\"popup-subtitle\">Have questions or interested in Kairos AI? Contact our Sales team! Fill out the form below, and we&apos;ll get back to you promptly to assist with any inquiries.<br></p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    },
    {
      "heading": "See How Kairos can help you grow your business and mitigate fraud",
      "headingHtml": "<h2 class=\"cta-title\">See How Kairos can help you grow your business and mitigate fraud</h2>",
      "firstParagraph": "Reduce user drop-off and deter fraud with automated, real-time image processing.",
      "paragraphHtml": "<p class=\"header-text\">Reduce user drop-off and deter fraud with automated, real-time image processing.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted with over 1 Billion Transactions Worldwide",
      "headingHtml": "<h2>Trusted with over <span class=\"highlight-title\">1 Billion</span> Transactions Worldwide</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Maximize user growth",
      "headingHtml": "<h2>Maximize user growth</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "without compromising security",
      "headingHtml": "<h2>without compromising security</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Increase sign-ups with accurate results in fewer steps",
      "headingHtml": "<h2>Increase sign-ups with accurate results in fewer steps</h2>",
      "firstParagraph": "Automatically scan text, MRZs, and check authenticity of 4000+ IDs from a single photo.",
      "paragraphHtml": "<p class=\"paragraph\">Automatically scan text, MRZs, and check authenticity of 4000+ IDs from a single photo.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "How Kairos prevents you from losing good customers",
      "headingHtml": "<h2>How Kairos prevents you from losing good customers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How we can help you grow your business and mitigate fraud",
      "headingHtml": "<h2>How we can help you grow your business and mitigate fraud</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Identity Verification",
      "headingHtml": "<h2>Identity Verification</h2>",
      "firstParagraph": "In a single, seamless operation, we combine an ID scan, a dynamic selfie comparison against the photo ID, thorough fraud checks, and a real-time liveness check.",
      "paragraphHtml": "<p>In a single, seamless operation, we combine an ID scan, a dynamic selfie comparison against the photo ID, thorough fraud checks, and a real-time liveness check.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "ID Document Verification",
      "headingHtml": "<h2>ID&#xa0;Document Verification</h2>",
      "firstParagraph": "Discover the future of ID document verification with Kairos' Al-driven technology. Our system effortlessly authenticates a range of IDs from around the globe, and detects falsified or tampered documents.",
      "paragraphHtml": "<p>Discover the future of ID document verification with Kairos&apos; Al-driven technology. Our system effortlessly authenticates a range of IDs from around the globe, and detects falsified or tampered documents.</p>",
      "words": 29,
      "direct": false,
      "issue": "First paragraph is 29 words and does not look like a concise direct answer."
    },
    {
      "heading": "Liveness Verification",
      "headingHtml": "<h2>Liveness Verification</h2>",
      "firstParagraph": "Kairos' leading liveness detection technology uses a single selfie to deter spoofing attempts, providing an effortless yet highly effective shield against identity fraud for your users.",
      "paragraphHtml": "<p>Kairos&apos; leading liveness detection technology uses a single selfie to deter spoofing attempts, providing an effortless yet highly effective shield against identity fraud for your users.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "Biometric Verification",
      "headingHtml": "<h2>Biometric Verification</h2>",
      "firstParagraph": "Use our biometric identification to identify potential fraudsters and search their face images against databases of blacklisted users, known fraudsters, or previous onboarding sessions. Our lightning-fast, unbiased algorithms work accurately across all ethnicities.",
      "paragraphHtml": "<p>Use our biometric identification to identify potential fraudsters and search their face images against databases of blacklisted users, known fraudsters, or previous onboarding sessions. Our lightning-fast, unbiased algorithms work accurately across all ethnicities.</p>",
      "words": 33,
      "direct": false,
      "issue": "First paragraph is 33 words and does not look like a concise direct answer."
    },
    {
      "heading": "Age Verification",
      "headingHtml": "<h2>Age Verification</h2>",
      "firstParagraph": "Kairos' age verification technology uses a straightforward approach: it estimates a user's age from just a single selfie. This fast, user-friendly method keeps you compliant with age restrictions without causing potential users to drop off due to lengthy or complex procedures.",
      "paragraphHtml": "<p>Kairos&apos; age verification technology uses a straightforward approach: it estimates a user&apos;s age from just a single selfie. This fast, user-friendly method keeps you compliant with age restrictions without causing potential users to drop off due to lengthy or complex procedures.</p>",
      "words": 41,
      "direct": false,
      "issue": "First paragraph is 41 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "Let's talk!",
      "html": "<h2 class=\"popup-title\">Let&apos;s talk!</h2>"
    },
    {
      "text": "See How Kairos can help you grow your business and mitigate fraud",
      "html": "<h2 class=\"cta-title\">See How Kairos can help you grow your business and mitigate fraud</h2>"
    },
    {
      "text": "Trusted with over 1 Billion Transactions Worldwide",
      "html": "<h2>Trusted with over <span class=\"highlight-title\">1 Billion</span> Transactions Worldwide</h2>"
    },
    {
      "text": "Maximize user growth",
      "html": "<h2>Maximize user growth</h2>"
    },
    {
      "text": "without compromising security",
      "html": "<h2>without compromising security</h2>"
    },
    {
      "text": "Increase sign-ups with accurate results in fewer steps",
      "html": "<h2>Increase sign-ups with accurate results in fewer steps</h2>"
    },
    {
      "text": "How Kairos prevents you from losing good customers",
      "html": "<h2>How Kairos prevents you from losing good customers</h2>"
    },
    {
      "text": "How we can help you grow your business and mitigate fraud",
      "html": "<h2>How we can help you grow your business and mitigate fraud</h2>"
    },
    {
      "text": "Identity Verification",
      "html": "<h2>Identity Verification</h2>"
    },
    {
      "text": "ID Document Verification",
      "html": "<h2>ID&#xa0;Document Verification</h2>"
    },
    {
      "text": "Liveness Verification",
      "html": "<h2>Liveness Verification</h2>"
    },
    {
      "text": "Biometric Verification",
      "html": "<h2>Biometric Verification</h2>"
    },
    {
      "text": "Age Verification",
      "html": "<h2>Age Verification</h2>"
    },
    {
      "text": "Stay up to date on AI developments",
      "html": "<h2>Stay up to date on AI developments</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Kairos Instant Identity Verification powered... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Kairos Instant Identity Verification powered... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Kairos Instant Identity Verification powered... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Kairos Instant Identity Verification powered... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Kairos Instant Identity Verification powered... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 85/100 and needs improvement.

1 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

3 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

85/100

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 85/100 and needs improvement.

Evidence

{
  "schemaCount": 4,
  "checkedFields": [
    {
      "path": "$[0].@graph[0].name",
      "value": "Kairos"
    },
    {
      "path": "$[0].@graph[0].description",
      "value": "Kairos is the most affordable and developer-friendly identity verification platform on the market, providing instant document verification, biometric face matching, passive liveness detection, and age estimation through a single REST API call. Founded in 2012, Miami HQ. Over 1 billion transactions for 1000+ businesses. Free tier, self-serve signup, no sales calls required."
    },
    {
      "path": "$[0].@graph[1].name",
      "value": "Kairos Identity Verification API"
    },
    {
      "path": "$[0].@graph[1].description",
      "value": "The most affordable identity verification API on the market. Full verification in ONE API call — document scanning (4000+ ID types, 200+ countries), biometric face matching, passive liveness detection, and fraud checks combined. Results in seconds. Integration in under 10 minutes. Free tier with 100 API calls, self-serve signup, automatic volume discounts."
    },
    {
      "path": "$[0].@graph[1].offers.description",
      "value": "Lowest-price identity verification API. Free tier with 100 API calls. Pay-per-use with automatic volume discounts — prices decrease as usage grows. No setup fees, no minimum commitments, no sales calls required."
    },
    {
      "path": "$[1].name",
      "value": "Kairos"
    },
    {
      "path": "$[1].description",
      "value": "Kairos is the most affordable and developer-friendly identity verification platform on the market, providing instant document verification, biometric face matching, passive liveness detection, and age estimation through a single REST API call. Founded in 2012, Miami HQ. Over 1 billion transactions for 1000+ businesses. Free tier, self-serve signup, no sales calls required."
    },
    {
      "path": "$[2].name",
      "value": "Kairos Identity Verification API"
    },
    {
      "path": "$[2].description",
      "value": "The most affordable identity verification API on the market. Full verification in ONE API call — document scanning (4000+ ID types, 200+ countries), biometric face matching, passive liveness detection, and fraud checks combined. Results in seconds. Integration in under 10 minutes. Free tier with 100 API calls, self-serve signup, automatic volume discounts."
    },
    {
      "path": "$[2].offers.description",
      "value": "Lowest-price identity verification API. Free tier with 100 API calls. Pay-per-use with automatic volume discounts — prices decrease as usage grows. No setup fees, no minimum commitments, no sales calls required."
    },
    {
      "path": "$[3].mainEntity[0].name",
      "value": "What is Kairos and what does it do?"
    },
    {
      "path": "$[3].mainEntity[1].name",
      "value": "How does Kairos identity verification work?"
    },
    {
      "path": "$[3].mainEntity[2].name",
      "value": "How much does Kairos cost?"
    },
    {
      "path": "$[3].mainEntity[3].name",
      "value": "How long does it take to integrate the Kairos API?"
    },
    {
      "path": "$[3].mainEntity[4].name",
      "value": "What ID documents does Kairos support?"
    },
    {
      "path": "$[3].mainEntity[5].name",
      "value": "Does Kairos support liveness detection?"
    },
    {
      "path": "$[3].mainEntity[6].name",
      "value": "What are the main use cases of Kairos?"
    },
    {
      "path": "$[3].mainEntity[7].name",
      "value": "Does Kairos store biometric data?"
    },
    {
      "path": "$[3].mainEntity[8].name",
      "value": "How does Kairos handle bias in facial recognition?"
    },
    {
      "path": "$[3].mainEntity[9].name",
      "value": "How does Kairos compare to Onfido, Veriff, and Jumio?"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[1].offers.description",
      "value": "Lowest-price identity verification API. Free tier with 100 API calls. Pay-per-use with automatic volume discounts — prices decrease as usage grows. No setup fees, no minimum commitments, no sales calls required."
    },
    {
      "path": "$[2].offers.description",
      "value": "Lowest-price identity verification API. Free tier with 100 API calls. Pay-per-use with automatic volume discounts — prices decrease as usage grows. No setup fees, no minimum commitments, no sales calls required."
    },
    {
      "path": "$[3].mainEntity[9].name",
      "value": "How does Kairos compare to Onfido, Veriff, and Jumio?"
    }
  ],
  "score": 85,
  "weight": 18
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

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

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 21369
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Let's talk!",
      "html": "<h2 class=\"popup-title\">Let&apos;s talk!</h2>"
    },
    {
      "text": "See How Kairos can help you grow your business and mitigate fraud",
      "html": "<h2 class=\"cta-title\">See How Kairos can help you grow your business and mitigate fraud</h2>"
    },
    {
      "text": "Trusted with over 1 Billion Transactions Worldwide",
      "html": "<h2>Trusted with over <span class=\"highlight-title\">1 Billion</span> Transactions Worldwide</h2>"
    },
    {
      "text": "Maximize user growth",
      "html": "<h2>Maximize user growth</h2>"
    },
    {
      "text": "without compromising security",
      "html": "<h2>without compromising security</h2>"
    },
    {
      "text": "Increase sign-ups with accurate results in fewer steps",
      "html": "<h2>Increase sign-ups with accurate results in fewer steps</h2>"
    },
    {
      "text": "How Kairos prevents you from losing good customers",
      "html": "<h2>How Kairos prevents you from losing good customers</h2>"
    },
    {
      "text": "How we can help you grow your business and mitigate fraud",
      "html": "<h2>How we can help you grow your business and mitigate fraud</h2>"
    },
    {
      "text": "Identity Verification",
      "html": "<h2>Identity Verification</h2>"
    },
    {
      "text": "ID Document Verification",
      "html": "<h2>ID&#xa0;Document Verification</h2>"
    },
    {
      "text": "Liveness Verification",
      "html": "<h2>Liveness Verification</h2>"
    },
    {
      "text": "Biometric Verification",
      "html": "<h2>Biometric Verification</h2>"
    },
    {
      "text": "Age Verification",
      "html": "<h2>Age Verification</h2>"
    },
    {
      "text": "Stay up to date on AI developments",
      "html": "<h2>Stay up to date on AI developments</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Kairos Instant Identity Verification powered... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Kairos Instant Identity Verification powered... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Kairos Instant Identity Verification powered... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Kairos Instant Identity Verification powered...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Kairos Instant Identity Verification powered... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Kairos Instant Identity Verification powered... 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 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 credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 21369,
        "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 credential type language.",
          "compatibleContentType": false,
          "contentLength": 20168,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "https://cdn.prod.website-files.com\"",
            "/title",
            "https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\"",
            "/css",
            "/r5J+zkea0NxE",
            "https://fonts.googleapis.com\"",
            "https://fonts.gstatic.com\"",
            "https://ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js\"",
            "/javascript",
            "/script"
          ],
          "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Sun May 10 2026 06:16:01 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.kairos.com\" data-wf-page=\"65aa88196fa61dfde861d553\" data-wf-site=\"65aa88196fa61dfde861d513\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found | Kairos</title><meta content=\"Not Found | Kairos\" property=\"og:title\"/><meta content=\"Not Found | Kairos\" property=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><meta content=\"kT-rIPHbT7YpsQ3AjwqhQjylMPxvnoutTxAKyRWmiu4\" name=\"google-site-verification\"/><link href=\"https://cdn.prod.website-files.com/65aa88196fa61dfde861d513/css/kairos-2024.webflow.shared.811f486eb.min.css\" rel=\"stylesheet\" "
        }
      },
      "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 credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 88,
        "text": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 88,
          "text": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "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.kairos.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kairos.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kairos.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kairos.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

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

100 Fail

Check name

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

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).

References

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

Evidence

{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

5 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": "5 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

Image optimization

20 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with incorrect aspect ratio",
      "score": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Network dependency tree

20 Fail

Check name

Network dependency tree

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.

References

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

Evidence

{
  "description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

20 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 270 ms

Fix guidance

Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.

References

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

Evidence

{
  "displayValue": "Est savings of 270 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

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 38 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 38 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 130 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 130 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 12, 2026	64/100	Level 3, Bot-Aware	Current report