Rescan Report
Share Report
Copy Report Link
Rescan Report
Share Report
Copy Report Link
Export Report
55/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability44%Agent Easeof Use6%Security& Trust60%GEO, AIO, AEO81%SEO92%Performance& Accessibility70%
  • AI Discoverability 44 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 60 out of 100
  • GEO, AIO and AEO 81 out of 100
  • SEO 92 out of 100
  • Performance and Accessibility 70 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis. favicon

Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis.

News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems.

Next step

Turn this report into a fix workflow

25 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
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
44
Priority fix7151View details
Discoverability
57
Needs work450View details
Content Readiness
38
Priority fix271View details
Bot Access Control
33
Priority fix130View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
81
Mostly ready7013
GEO Readiness
86
Mostly ready303
AIO Readiness
82
Mostly ready205
AEO Readiness
76
Mostly ready205
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
60
Needs work720View details
Security & Trust
60
Needs work320View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
70
Needs work2060View details
Performance
60
Needs work960View details
Accessibility
88
Mostly ready1100

Prioritized recommendations

Issues ranked by score impact

46 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

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

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. 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"
      },
      "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 lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

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

HSTS header

HSTS header is missing or incomplete.

50 Fail

Needs attention

HSTS header

Failed check
01

Issue

HSTS header is missing or incomplete.

02

Why it matters

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

Check name

HSTS header

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

HSTS header is missing or incomplete.

Evidence
{
  "header": "strict-transport-security",
  "value": null
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

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

02

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

  1. Find valid OpenAPI document

    OpenAPI YAML document did not match the expected shape. Content-Type "text/html" 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",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

50 Fail

Needs attention

Referrer-Policy

Failed check
01

Issue

Referrer-Policy is missing or incomplete.

02

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

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

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

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

02

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

  1. 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",
            "length": 5565
          }
        ]
      },
      "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."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

33 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

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

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

FAQPage schema is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

33 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

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

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. 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."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check
01

Issue

llms.txt was not found at the expected path.

02

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    llms.txt was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

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

02

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

  1. Markdown content type

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

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".

  3. 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": 48182,
        "excerpt": "<!doctype html>\n<html lang=\"en\" class=\"view-grid\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <title>Ars Technica - Serving the Technologist since 1998. News, reviews, and analy",
        "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."
    }
  ]
}

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
01

Issue

MCP Server Card was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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
01

Issue

mcp.json was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: skipped heading levels; 30 links missing accessible names; 2 buttons missing accessible names.

Details

02

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"https://arstechnica.com/science/2026/06/the-weather-and-climate-science-ai-revolution-isnt-revolutionary/\"><img width=\"768\" height=\"432\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/05/ai-climate-mapping-768x432.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" fetchpriority=\"high\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/05/ai-climate-mapping-768x432.jpg 768w, https:",
      "<a href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/amazon-leo-space-amazon-news-nb-032326-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/amazon-leo-space-amazon-news-nb-032",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-child-account-hero-260608-300x300-1780944934.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-child-account-hero-260608-300",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/u",
      "<a href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/amazon-leo-space-amazon-news-nb-032326-384x216-1780966768.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/amazon-leo-space-amazon-n",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-child-account-hero-260608-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-child-account-hero-260608-384x216.jpg 384",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/up",
      "<a href=\"https://arstechnica.com/apple/2026/06/say-hi-to-siri-ai-apple-announces-new-more-conversational-voice-assistant/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/image-6-384x216.png\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/image-6-384x216.png 384w, https://cdn.arstechnica.net/wp-content/uplo",
      "<a href=\"https://arstechnica.com/security/2026/06/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2025/09/microsoft-logo-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2025/09/microsoft-logo-384x216.jpg 384w, https://cdn.arstechnica.n",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/amd-radeon-rx-9070-gre-review-shrinkflation-isnt-just-for-groceries-anymore/\"><img width=\"768\" height=\"432\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/IMG_8038-768x432.jpeg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/IMG_8038-768x432.jpeg 768w, https://cdn.arstechnica.net/wp-cont",
      "<a href=\"https://arstechnica.com/gadgets/2026/06/apples-ios-27-macos-27-golden-gate-and-other-updates-focus-on-refinement/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ios-27-384x216.jpeg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ios-27-384x216.jpeg 384w, https://cdn.arstechnica.net/wp-content/upl",
      "<a href=\"https://arstechnica.com/tech-policy/2026/06/man-jailed-for-a-month-despite-flock-showing-he-was-5-miles-from-crime-scene/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-477012174-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-477012174-384x216.jpg 384w, https:",
      "<a href=\"https://arstechnica.com/space/2026/06/a-falcon-9-booster-turns-five-years-old-and-just-set-a-remarkable-reuse-record/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/falcon-9-35-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/falcon-9-35-384x216.jpg 384w, https://cdn.arstechnica.net/wp",
      "<a href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/giles-TOP-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/giles-TOP-384x216.jpg 384w, https://cdn.arstechnica.net/wp-content/uploads/2026/06",
      "<a href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/giles-TOP-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/giles-TOP-300x300.jpg 300w, https://cdn.arstechnica.net/wp-content/uploads/2026/06",
      "<a href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-1434414748-384x216-1780697699.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-1434414748-3",
      "<a href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-1434414748-300x300-1780698116.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-1434414748-3",
      "<a href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/sound-blaster-katana-v2x-384x216-1780688876.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/sound-blaster-katana-v2x-384x216-",
      "<a href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/sound-blaster-katana-v2x-300x300-1780688847.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/sound-blaster-katana-v2x-300x300-",
      "<a href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/51751616813_e205d6883e_k-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/51751616813_e205d6883e_k-384x216.jpg 384w, https:",
      "<a href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/51751616813_e205d6883e_k-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/51751616813_e205d6883e_k-300x300.jpg 300w, https:",
      "<a href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-2277371061-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-2277371061-384x216.jpg 384w, https:/",
      "<a href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-2277371061-300x300-1780680781.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-2277371061-300x300-178068",
      "<a href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/HJ_GYftWgAE2iIB-384x216-1780648931.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/HJ_GYftWgAE2iIB-384x216-1780648931.jpg 384w,",
      "<a href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/HJ_GYftWgAE2iIB-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/HJ_GYftWgAE2iIB-300x300.jpg 300w, https://cdn.arstechni",
      "<a href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ng4explosion-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ng4explosion-384x216.jpg 384w, https://cdn.arstechnica.net",
      "<a href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ng4explosion-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/ng4explosion-300x300.jpg 300w, https://cdn.arstechnica.net",
      "<a href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-136021736-384x216-1780609080.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-136021736-384x216-1780609080.jpg 384w, https:/",
      "<a href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-136021736-300x300-1780609067.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/GettyImages-136021736-300x300-1780609071.jpg 300w, https:/",
      "<a href=\"/\"><svg class=\"mb-6 inline h-10 md:mb-4 md:h-12 lg:h-14\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 436 144.1\"><defs><clipPath id=\"ars-full-mono_svg__a\"><path fill=\"none\" d=\"M0 0h436v144.1H0z\"/></clipPath><clipPath id=\"ars-full-mono_svg__b\"><path fill=\"none\" d=\"M0 0h436v144.1H0z\"/></clipPath></defs><g clip-path=\"url(#ars-full-mono_svg__a)\"><g fill=\"currentColor\" clip-path=\"url(#ars-full-mono_svg__b)\"><path d=\"M218.8 83.7c-4.4 3.7-8.4 5-12.8 5-7.7 0-12.7-5.3-13.5-14h24.8l.9-5.5h-25."
    ],
    "inaccessibleButtons": [
      "<button class=\"text-gray-300 hover:text-gray-100 focus:text-gray-100\" x-on:click=\"open = false\"> <svg class=\"h-3 w-3\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 34.7 40\"><defs><clipPath id=\"x_svg__a\"><path fill=\"none\" d=\"M0 0h34.7v40H0z\"/></clipPath></defs><g fill=\"none\" clip-path=\"url(#x_svg__a)\"><path fill=\"currentColor\" d=\"m26.4 0-8.5 16.9h-1.1L8.3 0H.8l10.1 19.4L0 40h7.6l9.2-18.3h1.1L27.1 40h7.6L23.8 19.4 33.9 0z\"/></g></svg> </button>",
      "<button class=\"text-gray-300 hover:text-gray-100 focus:text-gray-100\" x-on:click=\"open = false\"> <svg class=\"h-3 w-3\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 34.7 40\"><defs><clipPath id=\"x_svg__a\"><path fill=\"none\" d=\"M0 0h34.7v40H0z\"/></clipPath></defs><g fill=\"none\" clip-path=\"url(#x_svg__a)\"><path fill=\"currentColor\" d=\"m26.4 0-8.5 16.9h-1.1L8.3 0H.8l10.1 19.4L0 40h7.6l9.2-18.3h1.1L27.1 40h7.6L23.8 19.4 33.9 0z\"/></g></svg> </button>"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [
      "<img height=\"1\" width=\"1\" style=\"display:none\" src=\"https://www.facebook.com/tr?id=228464857488266&amp;ev=PageView&amp;noscript=1\">"
    ],
    "skippedHeadingLevels": [
      "h1: Ars Technica homepage",
      "h4: Included stories",
      "h4: Most read",
      "h4: These settings are only available for Ars Pro subscribers",
      "h4: These settings are only available for Ars Pro subscribers",
      "h2: The weather and climate science AI revolution isn’t revolutionary",
      "h2: FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "h2: Tests suggest Russian satellites can jam GPS on a continental scale",
      "h2: macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "h2: iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "h2: FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "h2: Tests suggest Russian satellites can jam GPS on a continental scale",
      "h2: macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "h2: iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "h2: Meta alleges NSO violated spyware injunction with new WhatsApp attacks",
      "h2: The fastest humans in the galaxy just got a spiffy patch to prove it",
      "h2: Say hi to “Siri AI\"—Apple announces new, more “conversational” voice assistant",
      "h2: Gemini 3.5 and Antigravity come to Google NotebookLM",
      "h2: Your empty cuppa could capture carbon",
      "h2: For the 2nd time in weeks, Microsoft packages laced with credential stealer",
      "h2: Review: AMD’s Radeon RX 9070 GRE is a disappointing way to spend $549",
      "h2: Apple’s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement",
      "h2: Man jailed for a month despite Flock showing he was 5 miles from crime scene",
      "h2: F1 in Monaco: Finally, the cars were flat-out in qualifying",
      "h2: A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record",
      "h2: Michigan politicians want to ban Chinese-badged cars from even visiting the US",
      "h2: “Chat is dead”: OpenAI preps overhaul of ChatGPT",
      "h2: RIP Anthony Head: Our 10 favorite moments of Buffy’s Giles",
      "h2: School shooting survivor sues AI gun detection firm after system failed to spot weapon",
      "h2: Scientists ejected from diabetes conference for distributing journal reprints",
      "h2: Some ancient microbes frozen with Ötzi the Iceman are still growing",
      "h2: Baby botulism outbreak: FDA still doesn’t know cause—or how to prevent it",
      "h2: How a USB-connected speaker can infect a PC without ever being touched",
      "h2: Small modular nuclear reactor reaches criticality in first test",
      "h2: The saga of the International Space Station air leak took a worrying turn Friday",
      "h2: S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic",
      "h2: “We pissed off a lot of people”: Giant data center plan cut 50% amid protests",
      "h2: Review: Spider-Noir recaptures the magic of a bygone era",
      "h2: Trump admin tries again to revive dying coal industry",
      "h2: The Fitbit Air is a good wearable weighed down by a chatty AI “coach”",
      "h2: Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.",
      "h2: Rocket Report: Blue Origin explosion still making headlines; Impulse raises money",
      "h2: Safety officials finally have a good idea of what a big rocket explosion can do",
      "h2: Steve Jobs in Exile is a fine profile of Jobs’ years at NeXT",
      "h2: The skeptic’s guide to humanoid robots going viral on the Internet",
      "h4: Included stories",
      "h4: Most read",
      "h4: These settings are only available for Ars Pro subscribers",
      "h4: These settings are only available for Ars Pro subscribers"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 49,
    "links": 205,
    "inaccessibleLinks": 30,
    "buttons": 32,
    "inaccessibleButtons": 2,
    "images": 64,
    "imagesWithAlt": 63,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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
01

Issue

Agent Skills index was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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
01

Issue

agent.json was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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
01

Issue

agents.json was not found at the expected path.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.

02

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": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 40
}

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
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

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

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. 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": "arstechnica.com",
        "probes": [
          {
            "name": "_index._agents.arstechnica.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.arstechnica.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": "arstechnica.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
01

Issue

WebMCP declarative annotations need fixes.

Details

02

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

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <select name="most_read_category"> is missing a label.
    • <select name="most_read_category"> is missing tool-param-description.
    • <input name="most_read_disabled"> is missing tool-param-description.
  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. 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": 5,
        "formsWithTags": 0,
        "totalInteractive": 229,
        "interactiveWithTags": 0,
        "totalCount": 234,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select name=\"most_read_category\"> is missing a label.",
          "<select name=\"most_read_category\"> is missing tool-param-description.",
          "<input name=\"most_read_disabled\"> 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": 3,
        "issues": [
          "<select name=\"most_read_category\"> is missing a label.",
          "<select name=\"most_read_category\"> is missing tool-param-description.",
          "<input name=\"most_read_disabled\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<select name=\"most_read_category\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<select name=\"most_read_category\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"most_read_disabled\"> 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": 5,
        "formsWithTags": 0,
        "totalInteractive": 229,
        "interactiveWithTags": 0,
        "totalCount": 234,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<select name=\"most_read_category\"> is missing a label.",
          "<select name=\"most_read_category\"> is missing tool-param-description.",
          "<input name=\"most_read_disabled\"> 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": 5,
    "formsWithTags": 0,
    "totalInteractive": 229,
    "interactiveWithTags": 0,
    "totalCount": 234,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<select name=\"most_read_category\"> is missing a label.",
      "<select name=\"most_read_category\"> is missing tool-param-description.",
      "<input name=\"most_read_disabled\"> 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

GEO: Entity clarity

GEO: Entity clarity scored 76/100 and needs improvement.

5 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: ars, technica, serving, technologist, since, 1998, analysis, homepage.

Details

02

Why it matters

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

Check name

GEO: Entity clarity

Score

76/100

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 76/100 and needs improvement.

Evidence
{
  "title": "Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis.",
  "h1": "Ars Technica homepage",
  "description": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems.",
  "topicOverlap": 0.2,
  "topicTerms": [
    "ars",
    "technica",
    "serving",
    "technologist",
    "since",
    "1998",
    "news",
    "reviews",
    "analysis",
    "homepage"
  ],
  "descriptionTerms": [
    "news",
    "reviews",
    "covering",
    "science",
    "space",
    "health",
    "gaming",
    "cybersecurity",
    "tech",
    "policy",
    "computers",
    "mobile",
    "devices",
    "operating",
    "systems"
  ],
  "missingFromDescription": [
    "ars",
    "technica",
    "serving",
    "technologist",
    "since",
    "1998",
    "analysis",
    "homepage"
  ],
  "score": 76,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "sectionCount": 40,
  "passing": 1,
  "failing": [
    {
      "heading": "The weather and climate science AI revolution isn’t revolutionary",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/the-weather-and-climate-science-ai-revolution-isnt-revolutionary/\">The weather and climate science AI revolution isn&#x2019;t revolutionary</a> </h2>",
      "firstParagraph": "Machine learning has its limits—how is it being used?",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Machine learning has its limits&#x2014;how is it being used? </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>",
      "firstParagraph": "The waiver “serves the public interest by promoting a second large satellite broadband constellation.”",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> The waiver &#x201c;serves the public interest by promoting a second large satellite broadband constellation.&#x201d; </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>",
      "firstParagraph": "Mystery of GPS interference across Europe raises questions about Russian motives.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> Mystery of GPS interference across Europe raises questions about Russian motives. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>",
      "firstParagraph": "You’ll need an M1 or better to run the next release of macOS.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> You&#x2019;ll need an M1 or better to run the next release of macOS. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a> </h2>",
      "firstParagraph": "This promises to be a solid release for aging iPhones.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> This promises to be a solid release for aging iPhones. </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>",
      "firstParagraph": "The waiver “serves the public interest by promoting a second large satellite broadband constellation.”",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The waiver &#x201c;serves the public interest by promoting a second large satellite broadband constellation.&#x201d; </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>",
      "firstParagraph": "Mystery of GPS interference across Europe raises questions about Russian motives.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Mystery of GPS interference across Europe raises questions about Russian motives. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>",
      "firstParagraph": "You’ll need an M1 or better to run the next release of macOS.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> You&#x2019;ll need an M1 or better to run the next release of macOS. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</...",
      "firstParagraph": "This promises to be a solid release for aging iPhones.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> This promises to be a solid release for aging iPhones. </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Meta alleges NSO violated spyware injunction with new WhatsApp attacks",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/meta-alleges-nso-violated-spyware-injunction-with-new-whatsapp-attacks/\">Meta alleges NSO violated spyware injunction with new WhatsApp attacks</a> </h2>",
      "firstParagraph": "WhatsApp disrupted spear phishing attempts, asks court to hold NSO in contempt.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> WhatsApp disrupted spear phishing attempts, asks court to hold NSO in contempt. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "The fastest humans in the galaxy just got a spiffy patch to prove it",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/artemis-ii-crew-flew-fast-earned-new-patch-astronauts-mach-39-emblem/\">The fastest humans in the galaxy just got a spiffy patch to prove it</a> </h2>",
      "firstParagraph": "“It is actually challenging how you measure [Mach] from space.”",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> &#x201c;It is actually challenging how you measure [Mach] from space.&#x201d; </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Say hi to “Siri AI\"—Apple announces new, more “conversational” voice assistant",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/say-hi-to-siri-ai-apple-announces-new-more-conversational-voice-assistant/\">Say hi to &#x201c;Siri AI&quot;&#x2014;Apple announces new, more &#x201c;conversational&#x201d;...",
      "firstParagraph": "New features coming this fall alongside two-tiered, Google-powered AI model overhaul.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> New features coming this fall alongside two-tiered, Google-powered AI model overhaul. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Your empty cuppa could capture carbon",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/your-empty-cuppa-could-capture-carbon/\">Your empty cuppa could capture carbon</a> </h2>",
      "firstParagraph": "Polystyrene can be upcycled into carbon sponge material.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Polystyrene can be upcycled into carbon sponge material. </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "For the 2nd time in weeks, Microsoft packages laced with credential stealer",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer/\">For the 2nd time in weeks, Microsoft packages laced with credential stealer</a> </h2>",
      "firstParagraph": "73 packages run self-replicating stealer as soon as they’re opened by an AI agent.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> 73 packages run self-replicating stealer as soon as they&#x2019;re opened by an AI agent. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review: AMD’s Radeon RX 9070 GRE is a disappointing way to spend $549",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/amd-radeon-rx-9070-gre-review-shrinkflation-isnt-just-for-groceries-anymore/\">Review: AMD&#x2019;s Radeon RX 9070 GRE is a disappointing way to spend &#x24;54...",
      "firstParagraph": "The superior RX 9070 also launched for $549 just over a year ago.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The superior RX 9070 also launched for &#x24;549 just over a year ago. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Apple’s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/apples-ios-27-macos-27-golden-gate-and-other-updates-focus-on-refinement/\">Apple&#x2019;s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement</a> </h2>",
      "firstParagraph": "Apple’s OSes come with Liquid Glass tweaks and performance optimizations.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Apple&#x2019;s OSes come with Liquid Glass tweaks and performance optimizations. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Man jailed for a month despite Flock showing he was 5 miles from crime scene",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/man-jailed-for-a-month-despite-flock-showing-he-was-5-miles-from-crime-scene/\">Man jailed for a month despite Flock showing he was 5 miles from crime scene</a> </h2>",
      "firstParagraph": "Cop seemingly ignored Flock camera timestamp to justify arrests.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Cop seemingly ignored Flock camera timestamp to justify arrests. </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "F1 in Monaco: Finally, the cars were flat-out in qualifying",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/f1-in-monaco-finally-the-cars-were-flat-out-in-qualifying/\">F1 in Monaco: Finally, the cars were flat-out in qualifying</a> </h2>",
      "firstParagraph": "The cars are too big to race well, but the competition for pole position is thrilling.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The cars are too big to race well, but the competition for pole position is thrilling. </p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/a-falcon-9-booster-turns-five-years-old-and-just-set-a-remarkable-reuse-record/\">A Falcon 9 booster turns 5 years old&#x2014;and just set a remarkable reuse record</a> </h2>",
      "firstParagraph": "We take the Falcon 9 rocket for granted. But we probably shouldn’t.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> We take the Falcon 9 rocket for granted. But we probably shouldn&#x2019;t. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Michigan politicians want to ban Chinese-badged cars from even visiting the US",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/michigan-politicians-want-to-ban-chinese-badged-cars-from-even-visiting-the-us/\">Michigan politicians want to ban Chinese-badged cars from even visiting the US</a> </h2>",
      "firstParagraph": "The latest bill would ban day trips from Canada or Mexico in Chinese cars.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The latest bill would ban day trips from Canada or Mexico in Chinese cars. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "“Chat is dead”: OpenAI preps overhaul of ChatGPT",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/chat-is-dead-openai-preps-overhaul-of-chatgpt/\">&#x201c;Chat is dead&#x201d;: OpenAI preps overhaul of ChatGPT</a> </h2>",
      "firstParagraph": "OpenAI to recast hit chatbot as a route to higher-margin products before a potential IPO.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> OpenAI to recast hit chatbot as a route to higher-margin products before a potential IPO. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "RIP Anthony Head: Our 10 favorite moments of Buffy’s Giles",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\">RIP Anthony Head: Our 10 favorite moments of <em>Buffy</em>&#x2019;s Giles</a> </h2>",
      "firstParagraph": "Head’s true genius—and that of his character, Giles—lay in quietly filling in the gaps in every scene",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Head&#x2019;s true genius&#x2014;and that of his character, Giles&#x2014;lay in quietly filling in the gaps in every scene </p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "School shooting survivor sues AI gun detection firm after system failed to spot weapon",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\">School shooting survivor sues AI gun detection firm after system failed to spot weapon...",
      "firstParagraph": "How accurate does an AI system need to be?",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> How accurate does an AI system need to be? </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Scientists ejected from diabetes conference for distributing journal reprints",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/scientists-ejected-from-diabetes-conference-for-distributing-journal-reprints/\">Scientists ejected from diabetes conference for distributing journal reprints</a> </h2>",
      "firstParagraph": "Those ousted included ADA journal Editor-in-Chief Steven Kahn and former ADA President Desmond Schatz.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Those ousted included ADA journal Editor-in-Chief Steven Kahn and former ADA President Desmond Schatz. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Some ancient microbes frozen with Ötzi the Iceman are still growing",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/otzis-mummified-body-is-home-to-ancient-strains-of-yeast-and-bacteria/\">Some ancient microbes frozen with &#xd6;tzi the Iceman are still growing</a> </h2>",
      "firstParagraph": "What’s the difference between a person, an artifact, and an ecosystem?",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> What&#x2019;s the difference between a person, an artifact, and an ecosystem? </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Baby botulism outbreak: FDA still doesn’t know cause—or how to prevent it",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/health/2026/06/baby-botulism-outbreak-fda-still-doesnt-know-cause-or-how-to-prevent-it/\">Baby botulism outbreak: FDA still doesn&#x2019;t know cause&#x2014;or how to prevent it</a> </h2>",
      "firstParagraph": "In the end, the three companies involved all point the finger at each other.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> In the end, the three companies involved all point the finger at each other. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "How a USB-connected speaker can infect a PC without ever being touched",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\">How a USB-connected speaker can infect a PC without ever being touched</a> </h2>",
      "firstParagraph": "Seller of the Sound Blaster Katana V2X doesn’t consider the behavior a vulnerability.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Seller of the Sound Blaster Katana V2X doesn&#x2019;t consider the behavior a vulnerability. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Small modular nuclear reactor reaches criticality in first test",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/first-us-test-of-modular-reactor-reaches-criticality/\">Small modular nuclear reactor reaches criticality in first test</a> </h2>",
      "firstParagraph": "The reactor, from a startup called Antares, isn’t ready to generate power yet.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The reactor, from a startup called Antares, isn&#x2019;t ready to generate power yet. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The saga of the International Space Station air leak took a worrying turn Friday",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\">The saga of the International Space Station air leak took a worrying turn Friday</a> </h2>",
      "firstParagraph": "“We look forward to working with Roscosmos on a collaborative approach to address the leaks.”",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> &#x201c;We look forward to working with Roscosmos on a collaborative approach to address the leaks.&#x201d; </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/sp-500-blocks-fast-spacex-entry-wont-waive-rule-for-unprofitable-ai-firms/\">S&amp;P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic</a> </h2>",
      "firstParagraph": "SpaceX won’t get easy access to billions of dollars from passive investors.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> SpaceX won&#x2019;t get easy access to billions of dollars from passive investors. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "“We pissed off a lot of people”: Giant data center plan cut 50% amid protests",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\">&#x201c;We pissed off a lot of people&#x201d;: Giant data center plan cut 50% amid protests</a> </h2>",
      "firstParagraph": "Developer felt “beaten up,” with “no choice” but to shrink data center.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Developer felt &#x201c;beaten up,&#x201d; with &#x201c;no choice&#x201d; but to shrink data center. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review: Spider-Noir recaptures the magic of a bygone era",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/review-spider-noir-recaptures-the-magic-of-a-bygone-era/\">Review: <em>Spider-Noir</em> recaptures the magic of a bygone era</a> </h2>",
      "firstParagraph": "Nicolas Cage was born to play 1930s PI Ben Reilly/The Spider: part Bogart, part Bugs Bunny, 100% Cage-y.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Nicolas Cage was born to play 1930s PI Ben Reilly/The Spider: part Bogart, part Bugs Bunny, 100% Cage-y. </p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trump admin tries again to revive dying coal industry",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/trump-admin-tries-again-to-revive-dying-coal-industry/\">Trump admin tries again to revive dying coal industry</a> </h2>",
      "firstParagraph": "Money would keep coal plants open, build the first new plants in over a decade.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Money would keep coal plants open, build the first new plants in over a decade. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Fitbit Air is a good wearable weighed down by a chatty AI “coach”",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/the-fitbit-air-is-great-but-googles-ai-is-too-nice-to-be-your-coach/\">The Fitbit Air is a good wearable weighed down by a chatty AI &#x201c;coach&#x201d;</a> </h2>",
      "firstParagraph": "The Air succeeds as a minimalist, reliable fitness tracker, but Google’s AI Health Coach feels unnecessary.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The Air succeeds as a minimalist, reliable fitness tracker, but Google&#x2019;s AI Health Coach feels unnecessary. </p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/not-the-next-r8-audi-reveals-mid-engined-plug-in-hybrid-v8-nuvolari/\">Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.</a> </h2>",
      "firstParagraph": "The Huracan gave us the R8s, now the Temerario lends itself to a new Audi.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The Huracan gave us the R8s, now the Temerario lends itself to a new Audi. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rocket Report: Blue Origin explosion still making headlines; Impulse raises money",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\">Rocket Report: Blue Origin explosion still making headlines; Impulse raises money</a> </h2>",
      "firstParagraph": "NASA expects to begin stacking the SLS rocket this summer for next year’s Artemis III launch.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> NASA expects to begin stacking the SLS rocket this summer for next year&#x2019;s Artemis III launch. </p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Safety officials finally have a good idea of what a big rocket explosion can do",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\">Safety officials finally have a good idea of what a big rocket explosion can do</a> </h2>",
      "firstParagraph": "Overpressure from the Blue Origin blast shattered windows at a hangar about a mile away from the pad.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Overpressure from the Blue Origin blast shattered windows at a hangar&#xa0;about a mile away from the pad. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Steve Jobs in Exile is a fine profile of Jobs’ years at NeXT",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><em>Steve Jobs in Exile</em> is a fine profile of Jobs&#x2019; years at NeXT</a> </h2>",
      "firstParagraph": "“Why don’t we just frickin’ call Apple?”",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> &#x201c;Why don&#x2019;t we just frickin&#x2019; call Apple?&#x201d; </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "The skeptic’s guide to humanoid robots going viral on the Internet",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/the-skeptics-guide-to-humanoid-robots-going-viral-on-the-internet/\">The skeptic&#x2019;s guide to humanoid robots going viral on the Internet</a> </h2>",
      "firstParagraph": "Robot demonstrations can distort public perceptions of robotic capabilities.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Robot demonstrations can distort public perceptions of robotic capabilities. </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

4 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

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

Check name

AIO: Source and trust signals

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026-06-08T07:00:58-04:00",
    "2026-06-08T20:59:40-04:00",
    "2026-06-08T17:56:28-04:00",
    "2026-06-08T17:03:56-04:00",
    "2026-06-08T16:55:58-04:00",
    "2026-06-08T20:59:40-04:00",
    "2026-06-08T17:56:28-04:00",
    "2026-06-08T17:03:56-04:00",
    "2026-06-08T16:55:58-04:00",
    "2026-06-08T16:26:14-04:00",
    "2026-06-08T15:40:05-04:00",
    "2026-06-08T15:30:05-04:00",
    "2026-06-08T15:00:30-04:00",
    "2026-06-08T14:50:10-04:00",
    "2026-06-08T14:34:23-04:00",
    "2026-06-05T07:00:55-04:00",
    "2026-06-08T14:07:13-04:00",
    "2026-06-08T13:20:30-04:00",
    "2026-06-08T12:56:21-04:00",
    "2026-06-08T12:05:30-04:00",
    "2026-06-08T10:02:22-04:00",
    "2026-06-08T09:51:16-04:00",
    "2026-06-07T15:34:05-04:00",
    "2026-06-07T07:08:30-04:00",
    "2026-06-06T16:53:07-04:00",
    "2026-06-06T07:15:51-04:00",
    "2026-06-05T18:36:21-04:00",
    "2026-06-05T17:00:29-04:00",
    "2026-06-05T15:23:08-04:00",
    "2026-06-05T15:03:16-04:00",
    "2026-06-05T14:45:20-04:00",
    "2026-06-05T14:23:00-04:00",
    "2026-06-05T13:05:02-04:00",
    "2026-06-05T11:55:14-04:00",
    "2026-06-05T11:40:48-04:00",
    "2026-06-05T10:44:04-04:00",
    "2026-06-05T10:20:54-04:00",
    "2026-06-05T09:55:05-04:00",
    "2026-06-05T07:15:29-04:00",
    "2026-06-04T18:23:36-04:00"
  ],
  "aboutLinks": [
    {
      "href": "https://arstechnica.com/about-us/",
      "text": "About Us",
      "html": "<a href=\"https://arstechnica.com/about-us/\">About Us</a>"
    },
    {
      "href": "https://www.aboutads.info/",
      "text": "Ad Choices",
      "html": "<a href=\"https://www.aboutads.info/\">Ad Choices</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "",
      "html": "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-conten..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a>"
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments",
      "text": "48",
      "html": "<a class=\"view-comments text-gray-300 hover:text-gray-500\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments\" title=\"48 comments\"> <svg class=\"-mt-1 ml-1 mr-[2px] inline-block h-4 w-4\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 80 80\"><defs><clipPath id=\"bubble-zero_svg__a\"><path fill=\"none\" stroke-width=\"0\" d=\"M0 0h80v80H0z\"/></clipPath><clipPath id=\"bubble-zero_svg__b\"><path fill=\"none\" stroke-width=\"0\" d..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "",
      "html": "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a>"
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments",
      "text": "48",
      "html": "<a class=\"view-comments text-gray-300 hover:text-gray-500\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments\" title=\"48 comments\"> <svg class=\"-mt-1 ml-1 mr-[2px] inline-block h-4 w-4\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 80 80\"><defs><clipPath id=\"bubble-zero_svg__a\"><path fill=\"none\" stroke-width=\"0\" d=\"M0 0h80v80H0z\"/></clipPath><clipPath id=\"bubble-zero_svg__b\"><path fill=\"none\" stroke-width=\"0\" d..."
    },
    {
      "href": "https://arstechnica.com/contact-us/",
      "text": "Contact us",
      "html": "<a href=\"https://arstechnica.com/contact-us/\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.condenast.com/privacy-policy/",
      "text": "Privacy Policy and Cookie Statement",
      "html": "<a href=\"https://www.condenast.com/privacy-policy/\">Privacy Policy and Cookie Statement</a>"
    },
    {
      "href": "/amendment-to-conde-nast-user-agreement-privacy-policy/",
      "text": "Ars Technica Addendum",
      "html": "<a href=\"/amendment-to-conde-nast-user-agreement-privacy-policy/\">Ars Technica Addendum</a>"
    },
    {
      "href": "https://www.condenast.com/privacy-policy/#california",
      "text": "Your California Privacy Rights",
      "html": "<a href=\"https://www.condenast.com/privacy-policy/#california\">Your California Privacy Rights</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

4 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026-06-08T07:00:58-04:00",
    "2026-06-08T20:59:40-04:00",
    "2026-06-08T17:56:28-04:00",
    "2026-06-08T17:03:56-04:00",
    "2026-06-08T16:55:58-04:00",
    "2026-06-08T20:59:40-04:00",
    "2026-06-08T17:56:28-04:00",
    "2026-06-08T17:03:56-04:00",
    "2026-06-08T16:55:58-04:00",
    "2026-06-08T16:26:14-04:00",
    "2026-06-08T15:40:05-04:00",
    "2026-06-08T15:30:05-04:00",
    "2026-06-08T15:00:30-04:00",
    "2026-06-08T14:50:10-04:00",
    "2026-06-08T14:34:23-04:00",
    "2026-06-05T07:00:55-04:00",
    "2026-06-08T14:07:13-04:00",
    "2026-06-08T13:20:30-04:00",
    "2026-06-08T12:56:21-04:00",
    "2026-06-08T12:05:30-04:00",
    "2026-06-08T10:02:22-04:00",
    "2026-06-08T09:51:16-04:00",
    "2026-06-07T15:34:05-04:00",
    "2026-06-07T07:08:30-04:00",
    "2026-06-06T16:53:07-04:00",
    "2026-06-06T07:15:51-04:00",
    "2026-06-05T18:36:21-04:00",
    "2026-06-05T17:00:29-04:00",
    "2026-06-05T15:23:08-04:00",
    "2026-06-05T15:03:16-04:00",
    "2026-06-05T14:45:20-04:00",
    "2026-06-05T14:23:00-04:00",
    "2026-06-05T13:05:02-04:00",
    "2026-06-05T11:55:14-04:00",
    "2026-06-05T11:40:48-04:00",
    "2026-06-05T10:44:04-04:00",
    "2026-06-05T10:20:54-04:00",
    "2026-06-05T09:55:05-04:00",
    "2026-06-05T07:15:29-04:00",
    "2026-06-04T18:23:36-04:00"
  ],
  "aboutLinks": [
    {
      "href": "https://arstechnica.com/about-us/",
      "text": "About Us",
      "html": "<a href=\"https://arstechnica.com/about-us/\">About Us</a>"
    },
    {
      "href": "https://www.aboutads.info/",
      "text": "Ad Choices",
      "html": "<a href=\"https://www.aboutads.info/\">Ad Choices</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "",
      "html": "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"300\" height=\"300\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-300x300.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"eager\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-conten..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a>"
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments",
      "text": "48",
      "html": "<a class=\"view-comments text-gray-300 hover:text-gray-500\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments\" title=\"48 comments\"> <svg class=\"-mt-1 ml-1 mr-[2px] inline-block h-4 w-4\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 80 80\"><defs><clipPath id=\"bubble-zero_svg__a\"><path fill=\"none\" stroke-width=\"0\" d=\"M0 0h80v80H0z\"/></clipPath><clipPath id=\"bubble-zero_svg__b\"><path fill=\"none\" stroke-width=\"0\" d..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "",
      "html": "<a href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\"><img width=\"384\" height=\"216\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2026/06/Apple-Intelligence-Image-Playground-Messages-and-Contact-Poster-and-Lock-Screen-260608-384x216.jpg\" class=\"group-hover:saturate-150 object-cover h-auto min-w-full min-h-full absolute wp-post-image\" alt loading=\"lazy\" decoding=\"async\" srcset=\"https://cdn.arstechnica.net/wp-content..."
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/",
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a>"
    },
    {
      "href": "https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments",
      "text": "48",
      "html": "<a class=\"view-comments text-gray-300 hover:text-gray-500\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/#comments\" title=\"48 comments\"> <svg class=\"-mt-1 ml-1 mr-[2px] inline-block h-4 w-4\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 80 80\"><defs><clipPath id=\"bubble-zero_svg__a\"><path fill=\"none\" stroke-width=\"0\" d=\"M0 0h80v80H0z\"/></clipPath><clipPath id=\"bubble-zero_svg__b\"><path fill=\"none\" stroke-width=\"0\" d..."
    },
    {
      "href": "https://arstechnica.com/contact-us/",
      "text": "Contact us",
      "html": "<a href=\"https://arstechnica.com/contact-us/\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.condenast.com/privacy-policy/",
      "text": "Privacy Policy and Cookie Statement",
      "html": "<a href=\"https://www.condenast.com/privacy-policy/\">Privacy Policy and Cookie Statement</a>"
    },
    {
      "href": "/amendment-to-conde-nast-user-agreement-privacy-policy/",
      "text": "Ars Technica Addendum",
      "html": "<a href=\"/amendment-to-conde-nast-user-agreement-privacy-policy/\">Ars Technica Addendum</a>"
    },
    {
      "href": "https://www.condenast.com/privacy-policy/#california",
      "text": "Your California Privacy Rights",
      "html": "<a href=\"https://www.condenast.com/privacy-policy/#california\">Your California Privacy Rights</a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

3 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 44,
      "heading": "H2: The skeptic’s guide to humanoid robots going viral on the Internet",
      "text": "Ars Technica has been separating the signal from the noise for over 25 years. With our unique combination of technical savvy and wide-ranging interest in the technological arts and sciences, Ars is the trusted source in a sea of information. After all, you don’t need to know everything, only what’s important.",
      "words": 53,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (53 words; target 80-220)."
      ],
      "html": "<p>Ars Technica has been separating the signal from the noise for over 25 years. With our unique combination of technical savvy and wide-ranging interest in the technological arts and sciences, Ars is the trusted source in a sea of information. After all, you don&#x2019;t need to know everything, only what&#x2019;s important.</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 80/100 and needs improvement.

2 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: ars, technica, serving, technologist, since, 1998, analysis, homepage.

Details

02

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 80/100 and needs improvement.

Evidence
{
  "title": "Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis.",
  "h1": "Ars Technica homepage",
  "description": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems.",
  "topicOverlap": 0.2,
  "definitionCount": 13,
  "topicTerms": [
    "ars",
    "technica",
    "serving",
    "technologist",
    "since",
    "1998",
    "news",
    "reviews",
    "analysis",
    "homepage"
  ],
  "descriptionTerms": [
    "news",
    "reviews",
    "covering",
    "science",
    "space",
    "health",
    "gaming",
    "cybersecurity",
    "tech",
    "policy",
    "computers",
    "mobile",
    "devices",
    "operating",
    "systems"
  ],
  "missingFromDescription": [
    "ars",
    "technica",
    "serving",
    "technologist",
    "since",
    "1998",
    "analysis",
    "homepage"
  ],
  "score": 80,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 83/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning
01

Issue

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

Details

02

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

83/100

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 83/100 and needs improvement.

Evidence
{
  "schemaCount": 4,
  "checkedFields": [
    {
      "path": "$[0].@graph[0].name",
      "value": "Ars Technica"
    },
    {
      "path": "$[0].@graph[0].description",
      "value": "Serving the Technologist since 1998. News, reviews, and analysis."
    },
    {
      "path": "$[0].@graph[1].name",
      "value": "Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis."
    },
    {
      "path": "$[0].@graph[1].description",
      "value": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems."
    },
    {
      "path": "$[0].@graph[1].breadcrumb.itemListElement.name",
      "value": "Ars Technica"
    },
    {
      "path": "$[0].@graph[2].name",
      "value": "Ars Technica"
    },
    {
      "path": "$[1].name",
      "value": "Ars Technica"
    },
    {
      "path": "$[1].description",
      "value": "Serving the Technologist since 1998. News, reviews, and analysis."
    },
    {
      "path": "$[2].name",
      "value": "Ars Technica - Serving the Technologist since 1998. News, reviews, and analysis."
    },
    {
      "path": "$[2].description",
      "value": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems."
    },
    {
      "path": "$[2].breadcrumb.itemListElement.name",
      "value": "Ars Technica"
    },
    {
      "path": "$[3].name",
      "value": "Ars Technica"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].@graph[1].description",
      "value": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems."
    },
    {
      "path": "$[2].description",
      "value": "News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems."
    }
  ],
  "score": 83,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

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

Details

02

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": 40,
  "passing": 1,
  "failing": [
    {
      "heading": "The weather and climate science AI revolution isn’t revolutionary",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/the-weather-and-climate-science-ai-revolution-isnt-revolutionary/\">The weather and climate science AI revolution isn&#x2019;t revolutionary</a> </h2>",
      "firstParagraph": "Machine learning has its limits—how is it being used?",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Machine learning has its limits&#x2014;how is it being used? </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>",
      "firstParagraph": "The waiver “serves the public interest by promoting a second large satellite broadband constellation.”",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> The waiver &#x201c;serves the public interest by promoting a second large satellite broadband constellation.&#x201d; </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>",
      "firstParagraph": "Mystery of GPS interference across Europe raises questions about Russian motives.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> Mystery of GPS interference across Europe raises questions about Russian motives. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>",
      "firstParagraph": "You’ll need an M1 or better to run the next release of macOS.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> You&#x2019;ll need an M1 or better to run the next release of macOS. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "headingHtml": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a> </h2>",
      "firstParagraph": "This promises to be a solid release for aging iPhones.",
      "paragraphHtml": "<p class=\"text-gray-250 mb-2 text-lg leading-tight lg:hidden\"> This promises to be a solid release for aging iPhones. </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>",
      "firstParagraph": "The waiver “serves the public interest by promoting a second large satellite broadband constellation.”",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The waiver &#x201c;serves the public interest by promoting a second large satellite broadband constellation.&#x201d; </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>",
      "firstParagraph": "Mystery of GPS interference across Europe raises questions about Russian motives.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Mystery of GPS interference across Europe raises questions about Russian motives. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>",
      "firstParagraph": "You’ll need an M1 or better to run the next release of macOS.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> You&#x2019;ll need an M1 or better to run the next release of macOS. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</...",
      "firstParagraph": "This promises to be a solid release for aging iPhones.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> This promises to be a solid release for aging iPhones. </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Meta alleges NSO violated spyware injunction with new WhatsApp attacks",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/meta-alleges-nso-violated-spyware-injunction-with-new-whatsapp-attacks/\">Meta alleges NSO violated spyware injunction with new WhatsApp attacks</a> </h2>",
      "firstParagraph": "WhatsApp disrupted spear phishing attempts, asks court to hold NSO in contempt.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> WhatsApp disrupted spear phishing attempts, asks court to hold NSO in contempt. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "The fastest humans in the galaxy just got a spiffy patch to prove it",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/artemis-ii-crew-flew-fast-earned-new-patch-astronauts-mach-39-emblem/\">The fastest humans in the galaxy just got a spiffy patch to prove it</a> </h2>",
      "firstParagraph": "“It is actually challenging how you measure [Mach] from space.”",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> &#x201c;It is actually challenging how you measure [Mach] from space.&#x201d; </p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Say hi to “Siri AI\"—Apple announces new, more “conversational” voice assistant",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/say-hi-to-siri-ai-apple-announces-new-more-conversational-voice-assistant/\">Say hi to &#x201c;Siri AI&quot;&#x2014;Apple announces new, more &#x201c;conversational&#x201d;...",
      "firstParagraph": "New features coming this fall alongside two-tiered, Google-powered AI model overhaul.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> New features coming this fall alongside two-tiered, Google-powered AI model overhaul. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Your empty cuppa could capture carbon",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/your-empty-cuppa-could-capture-carbon/\">Your empty cuppa could capture carbon</a> </h2>",
      "firstParagraph": "Polystyrene can be upcycled into carbon sponge material.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Polystyrene can be upcycled into carbon sponge material. </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "For the 2nd time in weeks, Microsoft packages laced with credential stealer",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer/\">For the 2nd time in weeks, Microsoft packages laced with credential stealer</a> </h2>",
      "firstParagraph": "73 packages run self-replicating stealer as soon as they’re opened by an AI agent.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> 73 packages run self-replicating stealer as soon as they&#x2019;re opened by an AI agent. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review: AMD’s Radeon RX 9070 GRE is a disappointing way to spend $549",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/amd-radeon-rx-9070-gre-review-shrinkflation-isnt-just-for-groceries-anymore/\">Review: AMD&#x2019;s Radeon RX 9070 GRE is a disappointing way to spend &#x24;54...",
      "firstParagraph": "The superior RX 9070 also launched for $549 just over a year ago.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The superior RX 9070 also launched for &#x24;549 just over a year ago. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Apple’s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/apples-ios-27-macos-27-golden-gate-and-other-updates-focus-on-refinement/\">Apple&#x2019;s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement</a> </h2>",
      "firstParagraph": "Apple’s OSes come with Liquid Glass tweaks and performance optimizations.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Apple&#x2019;s OSes come with Liquid Glass tweaks and performance optimizations. </p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Man jailed for a month despite Flock showing he was 5 miles from crime scene",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/man-jailed-for-a-month-despite-flock-showing-he-was-5-miles-from-crime-scene/\">Man jailed for a month despite Flock showing he was 5 miles from crime scene</a> </h2>",
      "firstParagraph": "Cop seemingly ignored Flock camera timestamp to justify arrests.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> Cop seemingly ignored Flock camera timestamp to justify arrests. </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "F1 in Monaco: Finally, the cars were flat-out in qualifying",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/f1-in-monaco-finally-the-cars-were-flat-out-in-qualifying/\">F1 in Monaco: Finally, the cars were flat-out in qualifying</a> </h2>",
      "firstParagraph": "The cars are too big to race well, but the competition for pole position is thrilling.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> The cars are too big to race well, but the competition for pole position is thrilling. </p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record",
      "headingHtml": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/a-falcon-9-booster-turns-five-years-old-and-just-set-a-remarkable-reuse-record/\">A Falcon 9 booster turns 5 years old&#x2014;and just set a remarkable reuse record</a> </h2>",
      "firstParagraph": "We take the Falcon 9 rocket for granted. But we probably shouldn’t.",
      "paragraphHtml": "<p class=\"text-gray-550 dark:text-gray-250 dusk:text-gray-250 mb-2 text-lg leading-tight\"> We take the Falcon 9 rocket for granted. But we probably shouldn&#x2019;t. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Michigan politicians want to ban Chinese-badged cars from even visiting the US",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/michigan-politicians-want-to-ban-chinese-badged-cars-from-even-visiting-the-us/\">Michigan politicians want to ban Chinese-badged cars from even visiting the US</a> </h2>",
      "firstParagraph": "The latest bill would ban day trips from Canada or Mexico in Chinese cars.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The latest bill would ban day trips from Canada or Mexico in Chinese cars. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "“Chat is dead”: OpenAI preps overhaul of ChatGPT",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/chat-is-dead-openai-preps-overhaul-of-chatgpt/\">&#x201c;Chat is dead&#x201d;: OpenAI preps overhaul of ChatGPT</a> </h2>",
      "firstParagraph": "OpenAI to recast hit chatbot as a route to higher-margin products before a potential IPO.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> OpenAI to recast hit chatbot as a route to higher-margin products before a potential IPO. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "RIP Anthony Head: Our 10 favorite moments of Buffy’s Giles",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\">RIP Anthony Head: Our 10 favorite moments of <em>Buffy</em>&#x2019;s Giles</a> </h2>",
      "firstParagraph": "Head’s true genius—and that of his character, Giles—lay in quietly filling in the gaps in every scene",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Head&#x2019;s true genius&#x2014;and that of his character, Giles&#x2014;lay in quietly filling in the gaps in every scene </p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "School shooting survivor sues AI gun detection firm after system failed to spot weapon",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\">School shooting survivor sues AI gun detection firm after system failed to spot weapon...",
      "firstParagraph": "How accurate does an AI system need to be?",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> How accurate does an AI system need to be? </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Scientists ejected from diabetes conference for distributing journal reprints",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/scientists-ejected-from-diabetes-conference-for-distributing-journal-reprints/\">Scientists ejected from diabetes conference for distributing journal reprints</a> </h2>",
      "firstParagraph": "Those ousted included ADA journal Editor-in-Chief Steven Kahn and former ADA President Desmond Schatz.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Those ousted included ADA journal Editor-in-Chief Steven Kahn and former ADA President Desmond Schatz. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Some ancient microbes frozen with Ötzi the Iceman are still growing",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/otzis-mummified-body-is-home-to-ancient-strains-of-yeast-and-bacteria/\">Some ancient microbes frozen with &#xd6;tzi the Iceman are still growing</a> </h2>",
      "firstParagraph": "What’s the difference between a person, an artifact, and an ecosystem?",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> What&#x2019;s the difference between a person, an artifact, and an ecosystem? </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Baby botulism outbreak: FDA still doesn’t know cause—or how to prevent it",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/health/2026/06/baby-botulism-outbreak-fda-still-doesnt-know-cause-or-how-to-prevent-it/\">Baby botulism outbreak: FDA still doesn&#x2019;t know cause&#x2014;or how to prevent it</a> </h2>",
      "firstParagraph": "In the end, the three companies involved all point the finger at each other.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> In the end, the three companies involved all point the finger at each other. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "How a USB-connected speaker can infect a PC without ever being touched",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\">How a USB-connected speaker can infect a PC without ever being touched</a> </h2>",
      "firstParagraph": "Seller of the Sound Blaster Katana V2X doesn’t consider the behavior a vulnerability.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Seller of the Sound Blaster Katana V2X doesn&#x2019;t consider the behavior a vulnerability. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Small modular nuclear reactor reaches criticality in first test",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/first-us-test-of-modular-reactor-reaches-criticality/\">Small modular nuclear reactor reaches criticality in first test</a> </h2>",
      "firstParagraph": "The reactor, from a startup called Antares, isn’t ready to generate power yet.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The reactor, from a startup called Antares, isn&#x2019;t ready to generate power yet. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The saga of the International Space Station air leak took a worrying turn Friday",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\">The saga of the International Space Station air leak took a worrying turn Friday</a> </h2>",
      "firstParagraph": "“We look forward to working with Roscosmos on a collaborative approach to address the leaks.”",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> &#x201c;We look forward to working with Roscosmos on a collaborative approach to address the leaks.&#x201d; </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/sp-500-blocks-fast-spacex-entry-wont-waive-rule-for-unprofitable-ai-firms/\">S&amp;P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic</a> </h2>",
      "firstParagraph": "SpaceX won’t get easy access to billions of dollars from passive investors.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> SpaceX won&#x2019;t get easy access to billions of dollars from passive investors. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "“We pissed off a lot of people”: Giant data center plan cut 50% amid protests",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\">&#x201c;We pissed off a lot of people&#x201d;: Giant data center plan cut 50% amid protests</a> </h2>",
      "firstParagraph": "Developer felt “beaten up,” with “no choice” but to shrink data center.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Developer felt &#x201c;beaten up,&#x201d; with &#x201c;no choice&#x201d; but to shrink data center. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review: Spider-Noir recaptures the magic of a bygone era",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/review-spider-noir-recaptures-the-magic-of-a-bygone-era/\">Review: <em>Spider-Noir</em> recaptures the magic of a bygone era</a> </h2>",
      "firstParagraph": "Nicolas Cage was born to play 1930s PI Ben Reilly/The Spider: part Bogart, part Bugs Bunny, 100% Cage-y.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Nicolas Cage was born to play 1930s PI Ben Reilly/The Spider: part Bogart, part Bugs Bunny, 100% Cage-y. </p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trump admin tries again to revive dying coal industry",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/trump-admin-tries-again-to-revive-dying-coal-industry/\">Trump admin tries again to revive dying coal industry</a> </h2>",
      "firstParagraph": "Money would keep coal plants open, build the first new plants in over a decade.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Money would keep coal plants open, build the first new plants in over a decade. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "The Fitbit Air is a good wearable weighed down by a chatty AI “coach”",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/the-fitbit-air-is-great-but-googles-ai-is-too-nice-to-be-your-coach/\">The Fitbit Air is a good wearable weighed down by a chatty AI &#x201c;coach&#x201d;</a> </h2>",
      "firstParagraph": "The Air succeeds as a minimalist, reliable fitness tracker, but Google’s AI Health Coach feels unnecessary.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The Air succeeds as a minimalist, reliable fitness tracker, but Google&#x2019;s AI Health Coach feels unnecessary. </p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/not-the-next-r8-audi-reveals-mid-engined-plug-in-hybrid-v8-nuvolari/\">Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.</a> </h2>",
      "firstParagraph": "The Huracan gave us the R8s, now the Temerario lends itself to a new Audi.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> The Huracan gave us the R8s, now the Temerario lends itself to a new Audi. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rocket Report: Blue Origin explosion still making headlines; Impulse raises money",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\">Rocket Report: Blue Origin explosion still making headlines; Impulse raises money</a> </h2>",
      "firstParagraph": "NASA expects to begin stacking the SLS rocket this summer for next year’s Artemis III launch.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> NASA expects to begin stacking the SLS rocket this summer for next year&#x2019;s Artemis III launch. </p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Safety officials finally have a good idea of what a big rocket explosion can do",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\">Safety officials finally have a good idea of what a big rocket explosion can do</a> </h2>",
      "firstParagraph": "Overpressure from the Blue Origin blast shattered windows at a hangar about a mile away from the pad.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Overpressure from the Blue Origin blast shattered windows at a hangar&#xa0;about a mile away from the pad. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Steve Jobs in Exile is a fine profile of Jobs’ years at NeXT",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><em>Steve Jobs in Exile</em> is a fine profile of Jobs&#x2019; years at NeXT</a> </h2>",
      "firstParagraph": "“Why don’t we just frickin’ call Apple?”",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> &#x201c;Why don&#x2019;t we just frickin&#x2019; call Apple?&#x201d; </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "The skeptic’s guide to humanoid robots going viral on the Internet",
      "headingHtml": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/the-skeptics-guide-to-humanoid-robots-going-viral-on-the-internet/\">The skeptic&#x2019;s guide to humanoid robots going viral on the Internet</a> </h2>",
      "firstParagraph": "Robot demonstrations can distort public perceptions of robotic capabilities.",
      "paragraphHtml": "<p class=\"dusk:text-gray-300 text-gray-550 my-3 text-lg leading-tight dark:text-gray-300\"> Robot demonstrations can distort public perceptions of robotic capabilities. </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 85/100 and needs improvement.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

1 image(s) are missing width/height attributes. 12 possible modal/interstitial element(s) detected.

Details

02

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

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: Page experience for AIO scored 85/100 and needs improvement.

Evidence
{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 1873,
  "htmlBytes": 632606,
  "imagesMissingDimensions": [
    {
      "src": "https://cdn.arstechnica.net/wp-content/uploads/2025/09/microsoft-logo-500x500.jpg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"aspect-video h-auto w-full rounded-sm object-cover group-hover:saturate-150\" src=\"https://cdn.arstechnica.net/wp-content/uploads/2025/09/microsoft-logo-500x500.jpg\" alt=\"Listing image for first story in Most Read: For the 2nd time in weeks, Microsoft packages laced with credential stealer\" decoding=\"async\" loading=\"lazy\">"
    }
  ],
  "possibleDialogs": [
    "<div id=\"google_ads_iframe_3379/conde.ars/interstitial/homepage/bundle/1_0__container__\" style=\"border: 0pt; margin: auto; text-align: center;\"></div>",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-cloak x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms> </div> <div class=\"relative flex min-h-screen items-center justify-center\" x-on:click=\"hide()\" x-show=\"open\" x-transition.durati...",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-cloak x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms> </div> <div class=\"relative flex min-h-screen items-center justify-center\" x-on:click=\"hide()\" x-show=\"open\" x-transition.durati...",
    "<div class=\"view-disallowed-modal hidden\"> <div class=\"flex justify-center\" data-modal-id=\"view-denied\" data-modal-open-event=\"view-disallowed-modal-open\" x-data=\"arsModal()\"> <button type=\"button\" aria-label=\"View not permitted witout subscription\" class=\"group flex flex-row items-center gap-2 text-gray-400 hover:text-gray-700 dark:hover:text-gray-300\" x-on:click=\"show()\"> </button> <template x-teleport=\"body\" data-teleport-template=\"true\"> <div class=\"fixed inset-0 z-[99999] overflow-y-auto...",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-cloak x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms> </div> <div class=\"relative flex min-h-screen items-center justify-center\" x-on:click=\"hide()\" x-show=\"open\" x-transition.durati...",
    "<button id=\"fides-modal-link\"> Manage Preferences </button>",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\" data-teleport-target=\"true\" aria-labelledby=\"modal-title-1\" style=\"display: none;\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms style=\"display: none;\"> </div> <div class=\"relative fl...",
    "<span class=\"sr-only\" :id=\"&#x24;id(&apos;modal-title&apos;)\" id=\"modal-title-1\"> Sign in dialog... </span>",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\" data-teleport-target=\"true\" aria-labelledby=\"modal-title-2\" style=\"display: none;\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms style=\"display: none;\"> </div> <div class=\"relative fl...",
    "<span class=\"sr-only\" :id=\"&#x24;id(&apos;modal-title&apos;)\" id=\"modal-title-2\"> grid settings </span>",
    "<div class=\"fixed inset-0 z-[99999] overflow-y-auto\" role=\"dialog\" aria-modal=\"true\" x-show=\"open\" x-on:keydown.escape.window.prevent.stop=\"hide()\" x-id=\"[&apos;modal-title&apos;]\" x-ref=\"panel\" :aria-labelledby=\"&#x24;id(&apos;modal-title&apos;)\" data-teleport-target=\"true\" aria-labelledby=\"modal-title-3\" style=\"display: none;\"> <div class=\"fixed inset-0 bg-slate-900/80 opacity-100 backdrop-blur\" x-show=\"open\" x-transition.duration.150ms style=\"display: none;\"> </div> <div class=\"relative fl...",
    "<span class=\"sr-only\" :id=\"&#x24;id(&apos;modal-title&apos;)\" id=\"modal-title-3\"> View not permitted witout subscription </span>"
  ],
  "score": 85,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 80/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: compare.

Details

02

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

80/100

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 80/100 and needs improvement.

Evidence
{
  "headings": [
    {
      "text": "The weather and climate science AI revolution isn’t revolutionary",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/the-weather-and-climate-science-ai-revolution-isnt-revolutionary/\">The weather and climate science AI revolution isn&#x2019;t revolutionary</a> </h2>"
    },
    {
      "text": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>"
    },
    {
      "text": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>"
    },
    {
      "text": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>"
    },
    {
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a> </h2>"
    },
    {
      "text": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>"
    },
    {
      "text": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>"
    },
    {
      "text": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>"
    },
    {
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</..."
    },
    {
      "text": "Meta alleges NSO violated spyware injunction with new WhatsApp attacks",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/meta-alleges-nso-violated-spyware-injunction-with-new-whatsapp-attacks/\">Meta alleges NSO violated spyware injunction with new WhatsApp attacks</a> </h2>"
    },
    {
      "text": "The fastest humans in the galaxy just got a spiffy patch to prove it",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/artemis-ii-crew-flew-fast-earned-new-patch-astronauts-mach-39-emblem/\">The fastest humans in the galaxy just got a spiffy patch to prove it</a> </h2>"
    },
    {
      "text": "Say hi to “Siri AI\"—Apple announces new, more “conversational” voice assistant",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/say-hi-to-siri-ai-apple-announces-new-more-conversational-voice-assistant/\">Say hi to &#x201c;Siri AI&quot;&#x2014;Apple announces new, more &#x201c;conversational&#x201d;..."
    },
    {
      "text": "Gemini 3.5 and Antigravity come to Google NotebookLM",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/gemini-3-5-and-antigravity-come-to-google-notebooklm/\">Gemini 3.5 and Antigravity come to Google NotebookLM</a> </h2>"
    },
    {
      "text": "Your empty cuppa could capture carbon",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/your-empty-cuppa-could-capture-carbon/\">Your empty cuppa could capture carbon</a> </h2>"
    },
    {
      "text": "For the 2nd time in weeks, Microsoft packages laced with credential stealer",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer/\">For the 2nd time in weeks, Microsoft packages laced with credential stealer</a> </h2>"
    },
    {
      "text": "Review: AMD’s Radeon RX 9070 GRE is a disappointing way to spend $549",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/amd-radeon-rx-9070-gre-review-shrinkflation-isnt-just-for-groceries-anymore/\">Review: AMD&#x2019;s Radeon RX 9070 GRE is a disappointing way to spend &#x24;54..."
    },
    {
      "text": "Apple’s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/apples-ios-27-macos-27-golden-gate-and-other-updates-focus-on-refinement/\">Apple&#x2019;s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement</a> </h2>"
    },
    {
      "text": "Man jailed for a month despite Flock showing he was 5 miles from crime scene",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/man-jailed-for-a-month-despite-flock-showing-he-was-5-miles-from-crime-scene/\">Man jailed for a month despite Flock showing he was 5 miles from crime scene</a> </h2>"
    },
    {
      "text": "F1 in Monaco: Finally, the cars were flat-out in qualifying",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/f1-in-monaco-finally-the-cars-were-flat-out-in-qualifying/\">F1 in Monaco: Finally, the cars were flat-out in qualifying</a> </h2>"
    },
    {
      "text": "A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/a-falcon-9-booster-turns-five-years-old-and-just-set-a-remarkable-reuse-record/\">A Falcon 9 booster turns 5 years old&#x2014;and just set a remarkable reuse record</a> </h2>"
    },
    {
      "text": "Michigan politicians want to ban Chinese-badged cars from even visiting the US",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/michigan-politicians-want-to-ban-chinese-badged-cars-from-even-visiting-the-us/\">Michigan politicians want to ban Chinese-badged cars from even visiting the US</a> </h2>"
    },
    {
      "text": "“Chat is dead”: OpenAI preps overhaul of ChatGPT",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/chat-is-dead-openai-preps-overhaul-of-chatgpt/\">&#x201c;Chat is dead&#x201d;: OpenAI preps overhaul of ChatGPT</a> </h2>"
    },
    {
      "text": "RIP Anthony Head: Our 10 favorite moments of Buffy’s Giles",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\">RIP Anthony Head: Our 10 favorite moments of <em>Buffy</em>&#x2019;s Giles</a> </h2>"
    },
    {
      "text": "School shooting survivor sues AI gun detection firm after system failed to spot weapon",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\">School shooting survivor sues AI gun detection firm after system failed to spot weapon..."
    },
    {
      "text": "Scientists ejected from diabetes conference for distributing journal reprints",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/scientists-ejected-from-diabetes-conference-for-distributing-journal-reprints/\">Scientists ejected from diabetes conference for distributing journal reprints</a> </h2>"
    },
    {
      "text": "Some ancient microbes frozen with Ötzi the Iceman are still growing",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/otzis-mummified-body-is-home-to-ancient-strains-of-yeast-and-bacteria/\">Some ancient microbes frozen with &#xd6;tzi the Iceman are still growing</a> </h2>"
    },
    {
      "text": "Baby botulism outbreak: FDA still doesn’t know cause—or how to prevent it",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/health/2026/06/baby-botulism-outbreak-fda-still-doesnt-know-cause-or-how-to-prevent-it/\">Baby botulism outbreak: FDA still doesn&#x2019;t know cause&#x2014;or how to prevent it</a> </h2>"
    },
    {
      "text": "How a USB-connected speaker can infect a PC without ever being touched",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\">How a USB-connected speaker can infect a PC without ever being touched</a> </h2>"
    },
    {
      "text": "Small modular nuclear reactor reaches criticality in first test",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/first-us-test-of-modular-reactor-reaches-criticality/\">Small modular nuclear reactor reaches criticality in first test</a> </h2>"
    },
    {
      "text": "The saga of the International Space Station air leak took a worrying turn Friday",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\">The saga of the International Space Station air leak took a worrying turn Friday</a> </h2>"
    },
    {
      "text": "S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/sp-500-blocks-fast-spacex-entry-wont-waive-rule-for-unprofitable-ai-firms/\">S&amp;P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic</a> </h2>"
    },
    {
      "text": "“We pissed off a lot of people”: Giant data center plan cut 50% amid protests",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\">&#x201c;We pissed off a lot of people&#x201d;: Giant data center plan cut 50% amid protests</a> </h2>"
    },
    {
      "text": "Review: Spider-Noir recaptures the magic of a bygone era",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/review-spider-noir-recaptures-the-magic-of-a-bygone-era/\">Review: <em>Spider-Noir</em> recaptures the magic of a bygone era</a> </h2>"
    },
    {
      "text": "Trump admin tries again to revive dying coal industry",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/trump-admin-tries-again-to-revive-dying-coal-industry/\">Trump admin tries again to revive dying coal industry</a> </h2>"
    },
    {
      "text": "The Fitbit Air is a good wearable weighed down by a chatty AI “coach”",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/the-fitbit-air-is-great-but-googles-ai-is-too-nice-to-be-your-coach/\">The Fitbit Air is a good wearable weighed down by a chatty AI &#x201c;coach&#x201d;</a> </h2>"
    },
    {
      "text": "Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/not-the-next-r8-audi-reveals-mid-engined-plug-in-hybrid-v8-nuvolari/\">Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.</a> </h2>"
    },
    {
      "text": "Rocket Report: Blue Origin explosion still making headlines; Impulse raises money",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\">Rocket Report: Blue Origin explosion still making headlines; Impulse raises money</a> </h2>"
    },
    {
      "text": "Safety officials finally have a good idea of what a big rocket explosion can do",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\">Safety officials finally have a good idea of what a big rocket explosion can do</a> </h2>"
    },
    {
      "text": "Steve Jobs in Exile is a fine profile of Jobs’ years at NeXT",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><em>Steve Jobs in Exile</em> is a fine profile of Jobs&#x2019; years at NeXT</a> </h2>"
    },
    {
      "text": "The skeptic’s guide to humanoid robots going viral on the Internet",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/the-skeptics-guide-to-humanoid-robots-going-viral-on-the-internet/\">The skeptic&#x2019;s guide to humanoid robots going viral on the Internet</a> </h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Ars Technica - Serving the Technologist since...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Ars Technica - Serving the Technologist since... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Ars Technica - Serving the Technologist since...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Ars Technica - Serving the Technologist since... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Ars Technica - Serving the Technologist since... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "compare",
      "label": "How does Ars Technica - Serving the Technologist since... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 80,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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
01

Issue

Missing likely AI Overview intent sections: compare.

Details

02

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

80/100

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": "The weather and climate science AI revolution isn’t revolutionary",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/the-weather-and-climate-science-ai-revolution-isnt-revolutionary/\">The weather and climate science AI revolution isn&#x2019;t revolutionary</a> </h2>"
    },
    {
      "text": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>"
    },
    {
      "text": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>"
    },
    {
      "text": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>"
    },
    {
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<h2 class=\"my-0 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</a> </h2>"
    },
    {
      "text": "FCC lifts looming deadline for Amazon Leo satellite broadband constellation",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/fcc-lifts-looming-deadline-for-amazon-leo-satellite-broadband-constellation/\">FCC lifts looming deadline for Amazon Leo satellite broadband constellation</a> </h2>"
    },
    {
      "text": "Tests suggest Russian satellites can jam GPS on a continental scale",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continental-scale/\">Tests suggest Russian satellites can jam GPS on a continental scale</a> </h2>"
    },
    {
      "text": "macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/macos-27-requires-apple-silicon-as-apple-draws-down-the-intel-mac-era/\">macOS 27 requires Apple Silicon, as Apple draws down the Intel Mac era</a> </h2>"
    },
    {
      "text": "iOS 27 and iPadOS 27 don’t drop support for any iPhones—and just a few iPads",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/ios-27-and-ipados-27-dont-drop-support-for-any-iphones-and-just-a-few-ipads/\">iOS 27 and iPadOS 27 don&#x2019;t drop support for any iPhones&#x2014;and just a few iPads</..."
    },
    {
      "text": "Meta alleges NSO violated spyware injunction with new WhatsApp attacks",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/meta-alleges-nso-violated-spyware-injunction-with-new-whatsapp-attacks/\">Meta alleges NSO violated spyware injunction with new WhatsApp attacks</a> </h2>"
    },
    {
      "text": "The fastest humans in the galaxy just got a spiffy patch to prove it",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/artemis-ii-crew-flew-fast-earned-new-patch-astronauts-mach-39-emblem/\">The fastest humans in the galaxy just got a spiffy patch to prove it</a> </h2>"
    },
    {
      "text": "Say hi to “Siri AI\"—Apple announces new, more “conversational” voice assistant",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/say-hi-to-siri-ai-apple-announces-new-more-conversational-voice-assistant/\">Say hi to &#x201c;Siri AI&quot;&#x2014;Apple announces new, more &#x201c;conversational&#x201d;..."
    },
    {
      "text": "Gemini 3.5 and Antigravity come to Google NotebookLM",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/gemini-3-5-and-antigravity-come-to-google-notebooklm/\">Gemini 3.5 and Antigravity come to Google NotebookLM</a> </h2>"
    },
    {
      "text": "Your empty cuppa could capture carbon",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/your-empty-cuppa-could-capture-carbon/\">Your empty cuppa could capture carbon</a> </h2>"
    },
    {
      "text": "For the 2nd time in weeks, Microsoft packages laced with credential stealer",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer/\">For the 2nd time in weeks, Microsoft packages laced with credential stealer</a> </h2>"
    },
    {
      "text": "Review: AMD’s Radeon RX 9070 GRE is a disappointing way to spend $549",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-3xl font-bold leading-none md:text-4xl\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/amd-radeon-rx-9070-gre-review-shrinkflation-isnt-just-for-groceries-anymore/\">Review: AMD&#x2019;s Radeon RX 9070 GRE is a disappointing way to spend &#x24;54..."
    },
    {
      "text": "Apple’s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/apples-ios-27-macos-27-golden-gate-and-other-updates-focus-on-refinement/\">Apple&#x2019;s iOS 27, macOS 27 Golden Gate, and other updates focus on refinement</a> </h2>"
    },
    {
      "text": "Man jailed for a month despite Flock showing he was 5 miles from crime scene",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/man-jailed-for-a-month-despite-flock-showing-he-was-5-miles-from-crime-scene/\">Man jailed for a month despite Flock showing he was 5 miles from crime scene</a> </h2>"
    },
    {
      "text": "F1 in Monaco: Finally, the cars were flat-out in qualifying",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/f1-in-monaco-finally-the-cars-were-flat-out-in-qualifying/\">F1 in Monaco: Finally, the cars were flat-out in qualifying</a> </h2>"
    },
    {
      "text": "A Falcon 9 booster turns 5 years old—and just set a remarkable reuse record",
      "html": "<h2 class=\"mb-2 mt-3 font-serif text-2xl font-bold leading-none\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/a-falcon-9-booster-turns-five-years-old-and-just-set-a-remarkable-reuse-record/\">A Falcon 9 booster turns 5 years old&#x2014;and just set a remarkable reuse record</a> </h2>"
    },
    {
      "text": "Michigan politicians want to ban Chinese-badged cars from even visiting the US",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/michigan-politicians-want-to-ban-chinese-badged-cars-from-even-visiting-the-us/\">Michigan politicians want to ban Chinese-badged cars from even visiting the US</a> </h2>"
    },
    {
      "text": "“Chat is dead”: OpenAI preps overhaul of ChatGPT",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/chat-is-dead-openai-preps-overhaul-of-chatgpt/\">&#x201c;Chat is dead&#x201d;: OpenAI preps overhaul of ChatGPT</a> </h2>"
    },
    {
      "text": "RIP Anthony Head: Our 10 favorite moments of Buffy’s Giles",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/rip-anthony-head-our-10-favorite-moments-of-buffys-giles/\">RIP Anthony Head: Our 10 favorite moments of <em>Buffy</em>&#x2019;s Giles</a> </h2>"
    },
    {
      "text": "School shooting survivor sues AI gun detection firm after system failed to spot weapon",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-after-system-failed-to-spot-weapon/\">School shooting survivor sues AI gun detection firm after system failed to spot weapon..."
    },
    {
      "text": "Scientists ejected from diabetes conference for distributing journal reprints",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/scientists-ejected-from-diabetes-conference-for-distributing-journal-reprints/\">Scientists ejected from diabetes conference for distributing journal reprints</a> </h2>"
    },
    {
      "text": "Some ancient microbes frozen with Ötzi the Iceman are still growing",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/otzis-mummified-body-is-home-to-ancient-strains-of-yeast-and-bacteria/\">Some ancient microbes frozen with &#xd6;tzi the Iceman are still growing</a> </h2>"
    },
    {
      "text": "Baby botulism outbreak: FDA still doesn’t know cause—or how to prevent it",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/health/2026/06/baby-botulism-outbreak-fda-still-doesnt-know-cause-or-how-to-prevent-it/\">Baby botulism outbreak: FDA still doesn&#x2019;t know cause&#x2014;or how to prevent it</a> </h2>"
    },
    {
      "text": "How a USB-connected speaker can infect a PC without ever being touched",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/security/2026/06/highly-reviewed-speaker-can-be-hacked-over-the-air-to-infect-connected-devices/\">How a USB-connected speaker can infect a PC without ever being touched</a> </h2>"
    },
    {
      "text": "Small modular nuclear reactor reaches criticality in first test",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/first-us-test-of-modular-reactor-reaches-criticality/\">Small modular nuclear reactor reaches criticality in first test</a> </h2>"
    },
    {
      "text": "The saga of the International Space Station air leak took a worrying turn Friday",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/work-on-russias-leaky-space-station-module-causes-astronauts-to-take-shelter/\">The saga of the International Space Station air leak took a worrying turn Friday</a> </h2>"
    },
    {
      "text": "S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/sp-500-blocks-fast-spacex-entry-wont-waive-rule-for-unprofitable-ai-firms/\">S&amp;P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic</a> </h2>"
    },
    {
      "text": "“We pissed off a lot of people”: Giant data center plan cut 50% amid protests",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/tech-policy/2026/06/we-pissed-off-a-lot-of-people-giant-data-center-plan-cut-50-amid-protests/\">&#x201c;We pissed off a lot of people&#x201d;: Giant data center plan cut 50% amid protests</a> </h2>"
    },
    {
      "text": "Review: Spider-Noir recaptures the magic of a bygone era",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/culture/2026/06/review-spider-noir-recaptures-the-magic-of-a-bygone-era/\">Review: <em>Spider-Noir</em> recaptures the magic of a bygone era</a> </h2>"
    },
    {
      "text": "Trump admin tries again to revive dying coal industry",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/science/2026/06/trump-admin-tries-again-to-revive-dying-coal-industry/\">Trump admin tries again to revive dying coal industry</a> </h2>"
    },
    {
      "text": "The Fitbit Air is a good wearable weighed down by a chatty AI “coach”",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/gadgets/2026/06/the-fitbit-air-is-great-but-googles-ai-is-too-nice-to-be-your-coach/\">The Fitbit Air is a good wearable weighed down by a chatty AI &#x201c;coach&#x201d;</a> </h2>"
    },
    {
      "text": "Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/cars/2026/06/not-the-next-r8-audi-reveals-mid-engined-plug-in-hybrid-v8-nuvolari/\">Not the next R8? Audi reveals mid-engined plug-in hybrid V8 Nuvolari.</a> </h2>"
    },
    {
      "text": "Rocket Report: Blue Origin explosion still making headlines; Impulse raises money",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/rocket-report-blue-origin-explosion-still-making-headlines-impulse-raises-money/\">Rocket Report: Blue Origin explosion still making headlines; Impulse raises money</a> </h2>"
    },
    {
      "text": "Safety officials finally have a good idea of what a big rocket explosion can do",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/space/2026/06/safety-officials-finally-have-a-good-idea-of-what-a-big-rocket-explosion-can-do/\">Safety officials finally have a good idea of what a big rocket explosion can do</a> </h2>"
    },
    {
      "text": "Steve Jobs in Exile is a fine profile of Jobs’ years at NeXT",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/apple/2026/06/steve-jobs-in-exile-is-a-fine-profile-of-jobs-years-at-next/\"><em>Steve Jobs in Exile</em> is a fine profile of Jobs&#x2019; years at NeXT</a> </h2>"
    },
    {
      "text": "The skeptic’s guide to humanoid robots going viral on the Internet",
      "html": "<h2 class=\"font-serif text-2xl font-bold leading-tight\"> <a class=\"dusk:text-gray-100 dusk:visited:text-gray-400 dusk:hover:text-orange-400 text-gray-700 visited:text-gray-400 hover:text-orange-400 dark:text-gray-100 dark:visited:text-gray-400 dark:hover:text-orange-400\" href=\"https://arstechnica.com/ai/2026/06/the-skeptics-guide-to-humanoid-robots-going-viral-on-the-internet/\">The skeptic&#x2019;s guide to humanoid robots going viral on the Internet</a> </h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Ars Technica - Serving the Technologist since...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Ars Technica - Serving the Technologist since... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Ars Technica - Serving the Technologist since...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Ars Technica - Serving the Technologist since... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Ars Technica - Serving the Technologist since... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "compare",
      "label": "How does Ars Technica - Serving the Technologist since... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 80,
  "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
01

Issue

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

02

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

  1. Fetch and validate /auth.md

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

  2. Publish protected resource metadata

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

  3. 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",
        "length": 5565,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 4247,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/title",
            "/*",
            "/*",
            "https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2'",
            "/style",
            "/head",
            "/canvas",
            "/p",
            "/h1",
            "https://cdn.arstechnica.net/wp-content/uploads/2023/10/404-moonshark.png\""
          ],
          "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 5565,
        "text": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215,\n        U+FEFF, U+FFFD;\n    }\n\n    * {\n      box-sizing: border-box;\n    }\n\n    html,\n    body {\n      height: 100%;\n      margin: 0;\n      padding: 0;\n    }\n\n    body {\n      background: linear-gradient(180deg, #0a0a0a 0%, #12121a 100%);\n      min-height: 100vh;\n      font-family: 'Exo 2', 'Exo 2-fallback', sans-serif;\n      font-weight: 600;\n      padding: 0;\n      position: relative;\n    }\n\n    #stars {\n      position: fixed;\n      top: 0;\n      left: 0;\n      width: 100%;\n      height: 100%;\n      pointer-events: none;\n      z-index: 0;\n    }\n\n    .container {\n      position: relative;\n      z-index: 1;\n    }\n\n    .container {\n      max-width: 600px;\n      margin: 0 auto;\n      text-align: center;\n      padding: 2rem;\n      padding-top: max(2rem, calc(50vh - 300px));\n    }\n\n    .shark {\n      display: block;\n      width: 100%;\n      max-width: 400px;\n      height: auto;\n      margin: 0 auto 1.5rem auto;\n      filter: drop-shadow(0 20px 40px rgba(0, 0, 0, 0.5));\n    }\n\n    .home-link {\n      display: inline-block;\n      border: 1px solid #c9cbc8;\n      padding: 0.875rem 3rem;\n      color: #c9cbc8;\n      text-decoration: none;\n      font-weight: 600;\n      font-size: 1.5rem;\n      letter-spacing: 0.1em;\n      transition: all 0.2s ease;\n      text-transform: uppercase;\n    }\n\n    .home-link:hover {\n      background: rgba(201, 203, 200, 0.1);\n      transform: translateY(-2px);\n    }\n\n    .logo-link {\n      display: flex;\n      justify-content: center;\n      margin-top: 2.5rem;\n    }\n\n    .logo {\n      width: 120px;\n      height: auto;\n      opacity: 0.5;\n      transition: opacity 0.2s ease;\n    }\n\n    .logo:hover {\n      opacity: 0.8;\n    }\n\n    .sr-only {\n      position: absolute;\n      width: 1px;\n      height: 1px;\n      padding: 0;\n      margin: -1px;\n      overflow: hidden;\n      clip: rect(0, 0, 0, 0);\n      white-space: nowrap;\n      border: 0;\n    }\n\n    .error-message {\n      font-size: 1.5rem;\n      color: #c9cbc8;\n      margin-bottom: 1.5rem;\n      text-transform: uppercase;\n      text-wrap: pretty;\n    }\n\n    @media (max-width: 480px) {\n      .home-link {\n        font-size: 1.1rem;\n        padding: 0.875rem 1.2rem;\n      }\n\n      .error-message {\n        font-size: 1.2rem;\n        margin-bottom: 1.3rem;\n      }\n    }\n  </style>\n</head>\n\n<body>\n  <canvas id=\"stars\"></canvas>\n  <div class=\"container\">\n    <p class=\"error-code sr-only\">404</p>\n    <h1 class=\"sr-only\">Page not found</h1>\n    <img src=\"https://cdn.arstechnica.net/wp-content/uploads/2023/10/404-moonshark.png\" width=\"402\" height=\"407\"\n      alt=\"Moon shark\" class=\"shark\" loading=\"lazy\" />\n    <p class=\"error-message\">Alas, the Moonshark has eaten your link.</p>\n    <a href=\"/\" class=\"home-link\">Back to homepage?</a>\n    <a href=\"/\" class=\"logo-link\">\n      <img src=\"https://cdn.arstechnica.net/wp-content/uploads/2024/10/ars-logo.png\" width=\"248\" height=\"80\"\n        alt=\"Ars Technica\" class=\"logo\" />\n    </a>\n  </div>\n  <script>\n    (function () {\n      const canvas = document.getElementById('stars');\n      const ctx = canvas.getContext('2d');\n      let stars = [];\n\n      function resize() {\n        canvas."
      },
      "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",
          "length": 5565,
          "text": "<!DOCTYPE html>\n<html lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215,\n        U+FEFF, U+FFFD;\n    }\n\n    * {\n      box-sizing: border-box;\n    }\n\n    html,\n    body {\n      height: 100%;\n      margin: 0;\n      padding: 0;\n    }\n\n    body {\n      background: linear-gradient(180deg, #0a0a0a 0%, #12121a 100%);\n      min-height: 100vh;\n      font-family: 'Exo 2', 'Exo 2-fallback', sans-serif;\n      font-weight: 600;\n      padding: 0;\n      position: relative;\n    }\n\n    #stars {\n      position: fixed;\n      top: 0;\n      left: 0;\n      width: 100%;\n      height: 100%;\n      pointer-events: none;\n      z-index: 0;\n    }\n\n    .container {\n      position: relative;\n      z-index: 1;\n    }\n\n    .container {\n      max-width: 600px;\n      margin: 0 auto;\n      text-align: center;\n      padding: 2rem;\n      padding-top: max(2rem, calc(50vh - 300px));\n    }\n\n    .shark {\n      display: block;\n      width: 100%;\n      max-width: 400px;\n      height: auto;\n      margin: 0 auto 1.5rem auto;\n      filter: drop-shadow(0 20px 40px rgba(0, 0, 0, 0.5));\n    }\n\n    .home-link {\n      display: inline-block;\n      border: 1px solid #c9cbc8;\n      padding: 0.875rem 3rem;\n      color: #c9cbc8;\n      text-decoration: none;\n      font-weight: 600;\n      font-size: 1.5rem;\n      letter-spacing: 0.1em;\n      transition: all 0.2s ease;\n      text-transform: uppercase;\n    }\n\n    .home-link:hover {\n      background: rgba(201, 203, 200, 0.1);\n      transform: translateY(-2px);\n    }\n\n    .logo-link {\n      display: flex;\n      justify-content: center;\n      margin-top: 2.5rem;\n    }\n\n    .logo {\n      width: 120px;\n      height: auto;\n      opacity: 0.5;\n      transition: opacity 0.2s ease;\n    }\n\n    .logo:hover {\n      opacity: 0.8;\n    }\n\n    .sr-only {\n      position: absolute;\n      width: 1px;\n      height: 1px;\n      padding: 0;\n      margin: -1px;\n      overflow: hidden;\n      clip: rect(0, 0, 0, 0);\n      white-space: nowrap;\n      border: 0;\n    }\n\n    .error-message {\n      font-size: 1.5rem;\n      color: #c9cbc8;\n      margin-bottom: 1.5rem;\n      text-transform: uppercase;\n      text-wrap: pretty;\n    }\n\n    @media (max-width: 480px) {\n      .home-link {\n        font-size: 1.1rem;\n        padding: 0.875rem 1.2rem;\n      }\n\n      .error-message {\n        font-size: 1.2rem;\n        margin-bottom: 1.3rem;\n      }\n    }\n  </style>\n</head>\n\n<body>\n  <canvas id=\"stars\"></canvas>\n  <div class=\"container\">\n    <p class=\"error-code sr-only\">404</p>\n    <h1 class=\"sr-only\">Page not found</h1>\n    <img src=\"https://cdn.arstechnica.net/wp-content/uploads/2023/10/404-moonshark.png\" width=\"402\" height=\"407\"\n      alt=\"Moon shark\" class=\"shark\" loading=\"lazy\" />\n    <p class=\"error-message\">Alas, the Moonshark has eaten your link.</p>\n    <a href=\"/\" class=\"home-link\">Back to homepage?</a>\n    <a href=\"/\" class=\"logo-link\">\n      <img src=\"https://cdn.arstechnica.net/wp-content/uploads/2024/10/ars-logo.png\" width=\"248\" height=\"80\"\n        alt=\"Ars Technica\" class=\"logo\" />\n    </a>\n  </div>\n  <script>\n    (function () {\n      const canvas = document.getElementById('stars');\n      const ctx = canvas.getContext('2d');\n      let stars = [];\n\n      function resize() {\n        canvas."
        }
      },
      "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": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "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
01

Issue

IndexNow key is informational for this page.

02

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

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. 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
01

Issue

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

02

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

  1. 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",
            "length": 5565
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 5565
          }
        ]
      },
      "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": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "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
01

Issue

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

02

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

  1. Fetch protected resource metadata

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

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. 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"
      },
      "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 lang=\"en-us\">\n\n<head>\n  <meta charset=\"utf-8\">\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n  <meta name=\"robots\" content=\"noindex, nofollow\">\n  <title>Page not found 404 | Ars Technica</title>\n\n  <style>\n    /* Exo 2 fallback */\n    @font-face {\n      font-family: 'Exo 2-fallback';\n      size-adjust: 102.13%;\n      ascent-override: 91%;\n      src: local('Arial');\n    }\n\n    /* latin */\n    @font-face {\n      font-family: 'Exo 2';\n      font-style: normal;\n      font-weight: 500;\n      font-display: fallback;\n      src: url('https://cdn.arstechnica.net/wp-content/themes/ars-v9/public/fonts/7cHmv4okm5zmbtYoK-4.a71c5e.woff2') format('woff2');\n      unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA,\n        U+02DC, U+2"
      },
      "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://arstechnica.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://arstechnica.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://arstechnica.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://arstechnica.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": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links are not crawlable

100 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

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

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

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

100 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

3 warnings found

Fix guidance

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

Evidence
{
  "displayValue": "3 warnings found",
  "description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}

Performance and AccessibilityPerformanceBrowser audit

Font display

17 Fail

Check name

Font display

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 200 ms

Fix guidance

Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).

Evidence
{
  "displayValue": "Est savings of 200 ms",
  "description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

17 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.

Evidence
{
  "description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

17 Fail

Check name

Improve image delivery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 455 KiB

Fix guidance

Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)

Evidence
{
  "displayValue": "Est savings of 455 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Links rely on color to be distinguishable.

17 Fail

Check name

Links rely on color to be distinguishable.

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Low-contrast text is difficult or impossible for many users to read. Link text that is discernible improves the experience for users with low vision. [Learn how to make links distinguishable](https://dequeuniversity.com/rules/axe/4.11/link-in-text-block).

Evidence
{
  "description": "Low-contrast text is difficult or impossible for many users to read. Link text that is discernible improves the experience for users with low vision. [Learn how to make links distinguishable](https://dequeuniversity.com/rules/axe/4.11/link-in-text-block)."
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

17 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 2,296 KiB

Fix guidance

A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).

Evidence
{
  "displayValue": "Est savings of 2,296 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

7 Fail

Check name

Loading performance

Score

56/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

Evidence
{
  "checks": [
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 170 ms",
      "numericValue": 173
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 13,
      "displayValue": "3.7 s",
      "numericValue": 3719.158195652068
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 95,
      "displayValue": "0.8 s",
      "numericValue": 796.1173754697331
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 8,
      "displayValue": "8.5 s",
      "numericValue": 8547.706455386164
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "70 ms",
      "numericValue": 71.464995
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 32,
      "displayValue": "320 ms",
      "numericValue": 317
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "1,790 ms",
      "numericValue": 1791.0000000000023
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 96,
      "displayValue": "0.9 s",
      "numericValue": 944.5843644792864
    }
  ]
}

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 dateScoreReadinessReport
55/100Level 3, Bot-AwareCurrent report
arstechnica.com AI SEO Report: 55/100 (Level 3, Bot-Aware)