인증된 AgentReady.md 증명서
발급일 sig: 583a7749f102e56f 검증 →

분석된 URL

https://www.heykleos.dev/

측정: 지난주

다른 URL 분석

AI-Ready 점수

양호

/ 100

토큰 절감량

HTML 토큰 19.252
Markdown 토큰 1116
절감 94%

점수 상세

접근성 100/100
AI 발견 가능성 70/100
구조화 데이터 100/100
시맨틱 HTML 86/100
콘텐츠 효율성 78/100

신흥 프로토콜

6개 중 0개 감지

AI 에이전트가 찾는 well-known 엔드포인트. 감지되면 에이전트가 서비스를 자동으로 발견하고 연결할 수 있습니다.

  • OAuth Protected Resource RFC 9728
    /.well-known/oauth-protected-resource
  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card SEP-1649 draft
    /.well-known/mcp/server-card.json
  • A2A Agent Card A2A v1.0
    /.well-known/agent-card.json
  • API Catalog RFC 9727
    /.well-known/api-catalog
  • Agent Skills index Discovery RFC v0.2.0 draft
    /.well-known/agent-skills/index.json

이 점수는 그대로 있지 않습니다. 모니터링은 아직 없습니다. 명단에 등록하면 출시할 때 알려드립니다.

명단에 등록되었습니다! 서비스 출시 시 알려드리겠습니다.

측정 결과 No Markdown for Agents support detected

사이트가 Markdown for Agents를 지원하지 않습니다. 이 Cloudflare 표준을 통해 AI 에이전트가 마크다운 형식으로 콘텐츠를 요청할 수 있으며, 토큰 사용량을 ~80% 줄일 수 있습니다.

구현 방법

다음 중 하나 이상을 구현하세요: (1) Accept: text/markdown에 마크다운 콘텐츠로 응답. (2) .md URL 제공 (예: /page.md). (3) <link rel="alternate" type="text/markdown"> 태그 추가. (4) 마크다운 발견을 위한 Link HTTP 헤더 추가.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 No Content-Signal found (robots.txt or HTTP headers)

Content-Signal 지시어가 발견되지 않았습니다. 이는 AI 에이전트에게 콘텐츠 사용 방법(검색 색인, AI 입력, 훈련 데이터)을 알려줍니다. 권장 위치는 robots.txt입니다.

구현 방법

robots.txt에 Content-Signal을 추가하세요: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. 마크다운 응답의 HTTP 헤더로도 추가할 수 있습니다.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 Content ratio: 5.1% (3136 content chars / 61668 HTML bytes)

페이지의 실제 콘텐츠와 전체 HTML의 비율이 낮습니다. 페이지 무게의 상당 부분이 콘텐츠가 아닌 마크업, 스크립트, 스타일입니다.

구현 방법

CSS를 외부 스타일시트로 이동하고, 인라인 스타일을 제거하고, JavaScript를 최소화하고, HTML이 콘텐츠 구조에 집중하도록 하세요.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 8 semantic elements, 74 divs (ratio: 10%)

페이지가 <div> 요소에 크게 의존합니다. <section>, <nav>, <header>, <footer>, <aside> 같은 시맨틱 요소는 AI 에이전트에게 의미 있는 구조를 제공합니다.

구현 방법

범용 <div> 컨테이너를 적절한 시맨틱 요소로 교체하세요. 주제별 그룹에는 <section>, 내비게이션에는 <nav>, 페이지/섹션 헤더와 푸터에는 <header>/<footer>를 사용하세요.

코딩 에이전트에 붙여넣어 수정하게 하세요
Markdown 토큰: 1116
SEO · AEO · One scan

You shipped fast. Now find out how Google ranks you — and whether ChatGPT, Claude & Perplexity ever mention you at all.

87 checks · SEO + AEO · Results in ~30s

Built for sites shipped onNext.jsAstroFramerWebflowLovablev0

The blind spot

## You optimized for Google for fifteen years. Now half your traffic decides whether to visit you *before it ever loads your page* — inside an AI answer.

Vibe coders ship fast and skip the boring parts. Kleos is an SEO & AEO scanner that finds the gaps hurting your ranking and keeping you out of ChatGPT, Claude and Perplexity — in one scan.

Measured, not vibes: [Pew Research (2025)](https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/) — clicks on regular results nearly halve when an AI summary appears.

87

checks · Two engines

## What does Kleos check?

### Search Engine
Optimization

SEO

How Google crawls, ranks and renders you. 53 checks across six areas.

-   ✓Meta & Open Graph tags
-   ✓Core Web Vitals (LCP, CLS, INP)
-   ✓Sitemap & robots.txt
-   ✓Structured data / rich results
-   ✓Mobile rendering
-   ✓Indexability & canonicals

### Answer Engine
Optimization

AEO

Whether AI models can parse, trust and cite you. 34 checks across five areas.

-   ○Cited-by-AI tracking (GPT, Claude, Perplexity)Soon
-   ✓Schema markup for machines
-   ✓llms.txt presence & quality
-   ✓AI crawler access (GPTBot, ClaudeBot)
-   ✓Content answerability
-   ✓Brand entity clarity

How it works

## From URL to shipped fix in one sitting.

1.  01

    ### Paste your URL

    Drop in any live site. No install, no config — make an account and you're scanning.

2.  02

    ### Kleos scans 87 signals

    We crawl your pages and run the same SEO checks Google uses — plus AEO checks the answer engines use.

3.  03

    ### Ship the fixes

    Every finding ships with a copy-paste prompt your AI agent can act on. Re-scan on every deploy.

The Kleos difference

## We don't just tell you what's broken. We hand your agent the fix.

Every finding ships with a copy-paste prompt written for Cursor, Claude Code and v0. Paste it, review the diff, ship. No SEO PhD required.

fix-prompt · llms.txt.md

\# Fix: no llms.txt found

Create /public/llms.txt

describing this

site for AI crawlers. Include the product

one-liner, primary pages, pricing URL, and

canonical docs links. Use the

<h1>

and meta

description already on the homepage.

✓ copied to clipboard

Pricing

## Scan it. Then keep every page seen.

### Solo

$8 /mo$9.99

Billed $96/yr · save $23.88

For the one site you actually ship.

-   ✓1 site
-   ✓10 scans/mo
-   ✓All 87 SEO + AEO checks
-   ✓Every finding unlocked
-   ✓AI fix prompt for every issue
-   Not included: Re-scan on every deploy
-   Not included: Cited-by-AI tracking

[Choose Solo](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dsolo%26period%3Dannual)

Most popular

### Pro

$16 /mo$19.99

Billed $192/yr · save $47.88

For the builder shipping every day.

-   ✓3 sites
-   ✓60 scans/mo
-   ✓Re-scan on every deploy
-   ✓Everything unlocked, forever
-   ✓AI fix prompt for every issue
-   ✓Cited-by-AI tracking over time
-   ✓Weekly visibility digest
-   ✓PDF export

[Choose Pro →](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dpro%26period%3Dannual)

Coming soon

### Studio

$40 /mo$49.99

Billed $480/yr · save $119.88

For the studio shipping client work.

-   ✓25 sites
-   ✓200 scans/mo
-   ✓Everything in Pro
-   ✓Shared workspace & scan history
-   ✓Slack & GitHub issue export
-   ✓White-label PDF reports
-   ✓Priority support

Running more sites than Pro covers, or scanning on a client's behalf? [Talk to us →](https://www.heykleos.dev/contact)

SEO · AEO · One scan

## Find out what
the machines see.

87 checks · SEO + AEO · Results in ~30s
Kleos — Seen by search. Cited by AI.

[Kleos](https://www.heykleos.dev/)

[Product](https://www.heykleos.dev/#product)[Checks](https://www.heykleos.dev/#checks)[Pricing](https://www.heykleos.dev/pricing)[Projects](https://www.heykleos.dev/dashboard)

[Log in](https://www.heykleos.dev/login)[Sign up →](https://www.heykleos.dev/signup)

SEO · AEO · One scan

# Seen by search.
Cited by AI.

You shipped fast. Now find out how Google ranks you — and whether ChatGPT, Claude & Perplexity ever mention you at all.

Scan site →

87 checks · SEO + AEO · Results in ~30s

Built for sites shipped onNext.jsAstroFramerWebflowLovablev0

The blind spot

## You optimized for Google for fifteen years. Now half your traffic decides whether to visit you *before it ever loads your page* — inside an AI answer.

Vibe coders ship fast and skip the boring parts. Kleos is an SEO & AEO scanner that finds the gaps hurting your ranking and keeping you out of ChatGPT, Claude and Perplexity — in one scan.

Measured, not vibes: [Pew Research (2025)](https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/) — clicks on regular results nearly halve when an AI summary appears.

87 checks · Two engines

## What does Kleos check?

### Search Engine
OptimizationSEO

How Google crawls, ranks and renders you. 53 checks across six areas.

-   ✓Meta & Open Graph tags
-   ✓Core Web Vitals (LCP, CLS, INP)
-   ✓Sitemap & robots.txt
-   ✓Structured data / rich results
-   ✓Mobile rendering
-   ✓Indexability & canonicals

### Answer Engine
OptimizationAEO

Whether AI models can parse, trust and cite you. 34 checks across five areas.

-   ○Cited-by-AI tracking (GPT, Claude, Perplexity)Soon
-   ✓Schema markup for machines
-   ✓llms.txt presence & quality
-   ✓AI crawler access (GPTBot, ClaudeBot)
-   ✓Content answerability
-   ✓Brand entity clarity

How it works

## From URL to shipped fix in one sitting.

1.  01

    ### Paste your URL

    Drop in any live site. No install, no config — make an account and you're scanning.

2.  02

    ### Kleos scans 87 signals

    We crawl your pages and run the same SEO checks Google uses — plus AEO checks the answer engines use.

3.  03

    ### Ship the fixes

    Every finding ships with a copy-paste prompt your AI agent can act on. Re-scan on every deploy.

The Kleos difference

## We don't just tell you what's broken. We hand your agent the fix.

Every finding ships with a copy-paste prompt written for Cursor, Claude Code and v0. Paste it, review the diff, ship. No SEO PhD required.

fix-prompt · llms.txt.md

\# Fix: no llms.txt found

Create /public/llms.txt describing this

site for AI crawlers. Include the product

one-liner, primary pages, pricing URL, and

canonical docs links. Use the <h1> and meta

description already on the homepage.

✓ copied to clipboard

Pricing

## Scan it. Then keep every page seen.

MonthlyAnnualSave 20%

### Solo

$8 /mo$9.99

Billed $96/yr · save $23.88

For the one site you actually ship.

-   ✓1 site
-   ✓10 scans/mo
-   ✓All 87 SEO + AEO checks
-   ✓Every finding unlocked
-   ✓AI fix prompt for every issue
-   —Not included: Re-scan on every deploy
-   —Not included: Cited-by-AI tracking

[Choose Solo](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dsolo%26period%3Dannual)

Most popular### Pro

$16 /mo$19.99

Billed $192/yr · save $47.88

For the builder shipping every day.

-   ✓3 sites
-   ✓60 scans/mo
-   ✓Re-scan on every deploy
-   ✓Everything unlocked, forever
-   ✓AI fix prompt for every issue
-   ✓Cited-by-AI tracking over time
-   ✓Weekly visibility digest
-   ✓PDF export

[Choose Pro →](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dpro%26period%3Dannual)

Coming soon### Studio

$40 /mo$49.99

Billed $480/yr · save $119.88

For the studio shipping client work.

-   ✓25 sites
-   ✓200 scans/mo
-   ✓Everything in Pro
-   ✓Shared workspace & scan history
-   ✓Slack & GitHub issue export
-   ✓White-label PDF reports
-   ✓Priority support

Coming soon

Running more sites than Pro covers, or scanning on a client's behalf? [Talk to us →](https://www.heykleos.dev/contact)

SEO · AEO · One scan

## Find out what
the machines see.

Scan site →

87 checks · SEO + AEO · Results in ~30s

이 파일을 서버의 /index.md에 업로드하여 AI 에이전트가 페이지의 깔끔한 버전에 접근할 수 있게 하세요. Accept: text/markdown 콘텐츠 협상을 설정하여 자동으로 제공할 수도 있습니다.

권장 내용

llms.txt 다운로드
# Kleos

> Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.

## Main
- [Kleos — Seen by search. Cited by AI.](https://www.heykleos.dev/): Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite…
- [Pricing](https://www.heykleos.dev/pricing)
- [About](https://www.heykleos.dev/about)
- [Refunds](https://www.heykleos.dev/refunds)

## Legal
- [Privacy](https://www.heykleos.dev/privacy)
- [Terms](https://www.heykleos.dev/terms)

## Support
- [Contact](https://www.heykleos.dev/contact)

전체 llms.txt는 도메인 전체 분석이 필요합니다 (곧 출시)

이 파일을 도메인 루트의 https://www.heykleos.dev/llms.txt에 업로드하세요. ChatGPT, Claude, Perplexity 등의 AI 에이전트가 이 파일을 확인하여 사이트 구조를 파악합니다.

이 사이트에는 이미 llms.txt 파일이 있습니다.

유효한 형식
# Kleos

> Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.

## Pages

- [Home](https://heykleos.dev/): What Kleos scans and why.
- [Pricing](https://heykleos.dev/pricing): Plans, prices, and the FAQ.
- [About](https://heykleos.dev/about): Who builds Kleos and the research behind it.
- [Contact](https://heykleos.dev/contact): Message form for support, billing, and feedback.

## Policies

- [Privacy](https://heykleos.dev/privacy)
- [Terms](https://heykleos.dev/terms)
- [Refunds](https://heykleos.dev/refunds)

접근성

JavaScript 없이 콘텐츠 이용 가능 (100/100)

Content available without JavaScript

HTML에서 콘텐츠가 빠른 위치에 배치 (100/100)

Main content starts at 6% of HTML

적절한 페이지 크기 (100/100)

Page size: 60KB

AI 발견 가능성

robots.txt가 AI 봇 허용 (100/100)

All major AI search bots allowed

Markdown for Agents 지원 (0/100)
✗ Accept: text/markdown ✗ .md URL ✗ <link> tag ✗ Link header
sitemap.xml 있음 (100/100)

Sitemap found

robots.txt 파일 있음 (100/100)

robots.txt exists

llms.txt 파일 있음 (100/100)

llms.txt exists and is valid

Content-Signal 있음 (robots.txt 또는 HTTP 헤더) (0/100)
✓ robots.txt ✓ HTTP header ✗ Policy

구조화 데이터

Schema.org / JSON-LD 있음 (100/100)

JSON-LD found: Organization, WebSite, SoftwareApplication

Open Graph 태그 있음 (100/100)

All OG tags present

메타 설명 있음 (100/100)

Meta description: 147 chars

정규 URL 있음 (100/100)

Canonical URL present

lang 속성 있음 (100/100)

lang="en"

시맨틱 HTML

올바른 제목 계층 구조 (100/100)

Clean heading hierarchy

article 또는 main 요소 사용 (100/100)

Has <main>

시맨틱 HTML 요소 사용 (32/100)

8 semantic elements, 74 divs (ratio: 10%)

의미 있는 이미지 alt 속성 (100/100)

No images found

낮은 div 중첩 깊이 (100/100)

Avg div depth: 1.7, max: 3

콘텐츠 효율성

양호한 토큰 감소율 (100/100)

94% token reduction (HTML→Markdown)

양호한 콘텐츠 대 잡음 비율 (25/100)

Content ratio: 5.1% (3136 content chars / 61668 HTML bytes)

적절한 페이지 무게 (100/100)

HTML size: 60KB

최소한의 인라인 스타일 (100/100)

0/349 elements with inline styles (0.0%)

{
  "url": "https://www.heykleos.dev/",
  "timestamp": 1791657522925,
  "fetch": {
    "mode": "simple",
    "timeMs": 210,
    "htmlSizeBytes": 61668,
    "supportsMarkdown": false,
    "markdownAgents": {
      "contentNegotiation": false,
      "mdUrl": {
        "found": false,
        "url": null
      },
      "linkTag": {
        "found": false,
        "url": null
      },
      "linkHeader": {
        "found": false,
        "url": null
      },
      "responseHeaders": {
        "contentSignal": null,
        "xMarkdownTokens": null,
        "vary": null
      },
      "frontmatter": {
        "present": false,
        "fields": [],
        "level": "none"
      },
      "level": "none"
    },
    "statusCode": 200
  },
  "extraction": {
    "title": "Kleos — Seen by search. Cited by AI.",
    "excerpt": "Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.",
    "byline": null,
    "siteName": "Kleos",
    "lang": "en",
    "contentLength": 3136,
    "metadata": {
      "description": "Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.",
      "ogTitle": "Kleos — Seen by search. Cited by AI.",
      "ogDescription": "Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.",
      "ogImage": "https://heykleos.dev/opengraph-image?023a13153e69b0f6",
      "ogType": "website",
      "canonical": "https://heykleos.dev",
      "lang": "en",
      "schemas": [
        {
          "@context": "https://schema.org",
          "@type": "Organization",
          "@id": "https://heykleos.dev/#organization",
          "name": "Kleos",
          "url": "https://heykleos.dev",
          "logo": "https://heykleos.dev/logo.png",
          "description": "The SEO & AEO scanner for vibe coders. Seen by search, cited by AI.",
          "contactPoint": {
            "@type": "ContactPoint",
            "contactType": "customer support",
            "url": "https://heykleos.dev/contact"
          }
        },
        {
          "@context": "https://schema.org",
          "@type": "WebSite",
          "@id": "https://heykleos.dev/#website",
          "name": "Kleos",
          "url": "https://heykleos.dev",
          "dateModified": "2026-08-08",
          "publisher": {
            "@id": "https://heykleos.dev/#organization"
          }
        },
        {
          "@context": "https://schema.org",
          "@type": "SoftwareApplication",
          "name": "Kleos",
          "url": "https://heykleos.dev",
          "description": "Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.",
          "applicationCategory": "DeveloperApplication",
          "operatingSystem": "Web",
          "offers": [
            {
              "@type": "Offer",
              "name": "Solo plan",
              "price": 9.99,
              "priceCurrency": "USD"
            },
            {
              "@type": "Offer",
              "name": "Pro plan",
              "price": 19.99,
              "priceCurrency": "USD"
            }
          ]
        }
      ],
      "robotsMeta": null,
      "author": null,
      "generator": null,
      "markdownAlternateHref": null
    }
  },
  "markdown": "SEO · AEO · One scan\n\nYou shipped fast. Now find out how Google ranks you — and whether ChatGPT, Claude & Perplexity ever mention you at all.\n\n87 checks · SEO + AEO · Results in ~30s\n\nBuilt for sites shipped onNext.jsAstroFramerWebflowLovablev0\n\nThe blind spot\n\n## You optimized for Google for fifteen years. Now half your traffic decides whether to visit you *before it ever loads your page* — inside an AI answer.\n\nVibe coders ship fast and skip the boring parts. Kleos is an SEO & AEO scanner that finds the gaps hurting your ranking and keeping you out of ChatGPT, Claude and Perplexity — in one scan.\n\nMeasured, not vibes: [Pew Research (2025)](https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/) — clicks on regular results nearly halve when an AI summary appears.\n\n87\n\nchecks · Two engines\n\n## What does Kleos check?\n\n### Search Engine\nOptimization\n\nSEO\n\nHow Google crawls, ranks and renders you. 53 checks across six areas.\n\n-   ✓Meta & Open Graph tags\n-   ✓Core Web Vitals (LCP, CLS, INP)\n-   ✓Sitemap & robots.txt\n-   ✓Structured data / rich results\n-   ✓Mobile rendering\n-   ✓Indexability & canonicals\n\n### Answer Engine\nOptimization\n\nAEO\n\nWhether AI models can parse, trust and cite you. 34 checks across five areas.\n\n-   ○Cited-by-AI tracking (GPT, Claude, Perplexity)Soon\n-   ✓Schema markup for machines\n-   ✓llms.txt presence & quality\n-   ✓AI crawler access (GPTBot, ClaudeBot)\n-   ✓Content answerability\n-   ✓Brand entity clarity\n\nHow it works\n\n## From URL to shipped fix in one sitting.\n\n1.  01\n\n    ### Paste your URL\n\n    Drop in any live site. No install, no config — make an account and you're scanning.\n\n2.  02\n\n    ### Kleos scans 87 signals\n\n    We crawl your pages and run the same SEO checks Google uses — plus AEO checks the answer engines use.\n\n3.  03\n\n    ### Ship the fixes\n\n    Every finding ships with a copy-paste prompt your AI agent can act on. Re-scan on every deploy.\n\nThe Kleos difference\n\n## We don't just tell you what's broken. We hand your agent the fix.\n\nEvery finding ships with a copy-paste prompt written for Cursor, Claude Code and v0. Paste it, review the diff, ship. No SEO PhD required.\n\nfix-prompt · llms.txt.md\n\n\\# Fix: no llms.txt found\n\nCreate /public/llms.txt\n\ndescribing this\n\nsite for AI crawlers. Include the product\n\none-liner, primary pages, pricing URL, and\n\ncanonical docs links. Use the\n\n<h1>\n\nand meta\n\ndescription already on the homepage.\n\n✓ copied to clipboard\n\nPricing\n\n## Scan it. Then keep every page seen.\n\n### Solo\n\n$8 /mo$9.99\n\nBilled $96/yr · save $23.88\n\nFor the one site you actually ship.\n\n-   ✓1 site\n-   ✓10 scans/mo\n-   ✓All 87 SEO + AEO checks\n-   ✓Every finding unlocked\n-   ✓AI fix prompt for every issue\n-   Not included: Re-scan on every deploy\n-   Not included: Cited-by-AI tracking\n\n[Choose Solo](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dsolo%26period%3Dannual)\n\nMost popular\n\n### Pro\n\n$16 /mo$19.99\n\nBilled $192/yr · save $47.88\n\nFor the builder shipping every day.\n\n-   ✓3 sites\n-   ✓60 scans/mo\n-   ✓Re-scan on every deploy\n-   ✓Everything unlocked, forever\n-   ✓AI fix prompt for every issue\n-   ✓Cited-by-AI tracking over time\n-   ✓Weekly visibility digest\n-   ✓PDF export\n\n[Choose Pro →](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dpro%26period%3Dannual)\n\nComing soon\n\n### Studio\n\n$40 /mo$49.99\n\nBilled $480/yr · save $119.88\n\nFor the studio shipping client work.\n\n-   ✓25 sites\n-   ✓200 scans/mo\n-   ✓Everything in Pro\n-   ✓Shared workspace & scan history\n-   ✓Slack & GitHub issue export\n-   ✓White-label PDF reports\n-   ✓Priority support\n\nRunning more sites than Pro covers, or scanning on a client's behalf? [Talk to us →](https://www.heykleos.dev/contact)\n\nSEO · AEO · One scan\n\n## Find out what\nthe machines see.\n\n87 checks · SEO + AEO · Results in ~30s\n",
  "fullPageMarkdown": "Kleos — Seen by search. Cited by AI.\n\n[Kleos](https://www.heykleos.dev/)\n\n[Product](https://www.heykleos.dev/#product)[Checks](https://www.heykleos.dev/#checks)[Pricing](https://www.heykleos.dev/pricing)[Projects](https://www.heykleos.dev/dashboard)\n\n[Log in](https://www.heykleos.dev/login)[Sign up →](https://www.heykleos.dev/signup)\n\nSEO · AEO · One scan\n\n# Seen by search.\nCited by AI.\n\nYou shipped fast. Now find out how Google ranks you — and whether ChatGPT, Claude & Perplexity ever mention you at all.\n\nScan site →\n\n87 checks · SEO + AEO · Results in ~30s\n\nBuilt for sites shipped onNext.jsAstroFramerWebflowLovablev0\n\nThe blind spot\n\n## You optimized for Google for fifteen years. Now half your traffic decides whether to visit you *before it ever loads your page* — inside an AI answer.\n\nVibe coders ship fast and skip the boring parts. Kleos is an SEO & AEO scanner that finds the gaps hurting your ranking and keeping you out of ChatGPT, Claude and Perplexity — in one scan.\n\nMeasured, not vibes: [Pew Research (2025)](https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/) — clicks on regular results nearly halve when an AI summary appears.\n\n87 checks · Two engines\n\n## What does Kleos check?\n\n### Search Engine\nOptimizationSEO\n\nHow Google crawls, ranks and renders you. 53 checks across six areas.\n\n-   ✓Meta & Open Graph tags\n-   ✓Core Web Vitals (LCP, CLS, INP)\n-   ✓Sitemap & robots.txt\n-   ✓Structured data / rich results\n-   ✓Mobile rendering\n-   ✓Indexability & canonicals\n\n### Answer Engine\nOptimizationAEO\n\nWhether AI models can parse, trust and cite you. 34 checks across five areas.\n\n-   ○Cited-by-AI tracking (GPT, Claude, Perplexity)Soon\n-   ✓Schema markup for machines\n-   ✓llms.txt presence & quality\n-   ✓AI crawler access (GPTBot, ClaudeBot)\n-   ✓Content answerability\n-   ✓Brand entity clarity\n\nHow it works\n\n## From URL to shipped fix in one sitting.\n\n1.  01\n\n    ### Paste your URL\n\n    Drop in any live site. No install, no config — make an account and you're scanning.\n\n2.  02\n\n    ### Kleos scans 87 signals\n\n    We crawl your pages and run the same SEO checks Google uses — plus AEO checks the answer engines use.\n\n3.  03\n\n    ### Ship the fixes\n\n    Every finding ships with a copy-paste prompt your AI agent can act on. Re-scan on every deploy.\n\nThe Kleos difference\n\n## We don't just tell you what's broken. We hand your agent the fix.\n\nEvery finding ships with a copy-paste prompt written for Cursor, Claude Code and v0. Paste it, review the diff, ship. No SEO PhD required.\n\nfix-prompt · llms.txt.md\n\n\\# Fix: no llms.txt found\n\nCreate /public/llms.txt describing this\n\nsite for AI crawlers. Include the product\n\none-liner, primary pages, pricing URL, and\n\ncanonical docs links. Use the <h1> and meta\n\ndescription already on the homepage.\n\n✓ copied to clipboard\n\nPricing\n\n## Scan it. Then keep every page seen.\n\nMonthlyAnnualSave 20%\n\n### Solo\n\n$8 /mo$9.99\n\nBilled $96/yr · save $23.88\n\nFor the one site you actually ship.\n\n-   ✓1 site\n-   ✓10 scans/mo\n-   ✓All 87 SEO + AEO checks\n-   ✓Every finding unlocked\n-   ✓AI fix prompt for every issue\n-   —Not included: Re-scan on every deploy\n-   —Not included: Cited-by-AI tracking\n\n[Choose Solo](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dsolo%26period%3Dannual)\n\nMost popular### Pro\n\n$16 /mo$19.99\n\nBilled $192/yr · save $47.88\n\nFor the builder shipping every day.\n\n-   ✓3 sites\n-   ✓60 scans/mo\n-   ✓Re-scan on every deploy\n-   ✓Everything unlocked, forever\n-   ✓AI fix prompt for every issue\n-   ✓Cited-by-AI tracking over time\n-   ✓Weekly visibility digest\n-   ✓PDF export\n\n[Choose Pro →](https://www.heykleos.dev/signup?next=%2Fbilling%2Fcheckout%3Fplan%3Dpro%26period%3Dannual)\n\nComing soon### Studio\n\n$40 /mo$49.99\n\nBilled $480/yr · save $119.88\n\nFor the studio shipping client work.\n\n-   ✓25 sites\n-   ✓200 scans/mo\n-   ✓Everything in Pro\n-   ✓Shared workspace & scan history\n-   ✓Slack & GitHub issue export\n-   ✓White-label PDF reports\n-   ✓Priority support\n\nComing soon\n\nRunning more sites than Pro covers, or scanning on a client's behalf? [Talk to us →](https://www.heykleos.dev/contact)\n\nSEO · AEO · One scan\n\n## Find out what\nthe machines see.\n\nScan site →\n\n87 checks · SEO + AEO · Results in ~30s\n",
  "markdownStats": {
    "images": 0,
    "links": 4,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 14
  },
  "tokens": {
    "htmlTokens": 19252,
    "markdownTokens": 1116,
    "reduction": 18136,
    "reductionPercent": 94
  },
  "score": {
    "score": 88,
    "grade": "B",
    "rubricVersion": 3,
    "dimensions": {
      "accessibility": {
        "score": 100,
        "weight": 30,
        "grade": "A",
        "checks": {
          "content_without_js": {
            "score": 100,
            "weight": 55,
            "evidence": "proven",
            "details": "Content available without JavaScript"
          },
          "fast_content_position": {
            "score": 100,
            "weight": 25,
            "evidence": "plausible",
            "details": "Main content starts at 6% of HTML"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "Page size: 60KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 70,
        "weight": 25,
        "grade": "C",
        "checks": {
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 35,
            "evidence": "proven",
            "details": "All major AI search bots allowed"
          },
          "supports_markdown_negotiation": {
            "score": 0,
            "weight": 20,
            "evidence": "plausible",
            "details": "No Markdown for Agents support detected"
          },
          "has_sitemap": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "Sitemap found"
          },
          "has_robots_txt": {
            "score": 100,
            "weight": 10,
            "evidence": "plausible",
            "details": "robots.txt exists"
          },
          "has_llms_txt": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "llms.txt exists and is valid"
          },
          "has_content_signals": {
            "score": 0,
            "weight": 10,
            "evidence": "speculative",
            "details": "No Content-Signal found (robots.txt or HTTP headers)",
            "mechanisms": {
              "robotsTxt": false,
              "httpHeader": false,
              "policy": false
            }
          }
        }
      },
      "structuredData": {
        "score": 100,
        "weight": 20,
        "grade": "A",
        "checks": {
          "has_schema_org": {
            "score": 100,
            "weight": 35,
            "evidence": "proven",
            "details": "JSON-LD found: Organization, WebSite, SoftwareApplication"
          },
          "has_open_graph": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "All OG tags present"
          },
          "has_meta_description": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "Meta description: 147 chars"
          },
          "has_canonical_url": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "Canonical URL present"
          },
          "has_lang_attribute": {
            "score": 100,
            "weight": 10,
            "evidence": "plausible",
            "details": "lang=\"en\""
          }
        }
      },
      "semanticHtml": {
        "score": 86,
        "weight": 15,
        "grade": "B",
        "checks": {
          "proper_heading_hierarchy": {
            "score": 100,
            "weight": 30,
            "evidence": "plausible",
            "details": "Clean heading hierarchy"
          },
          "uses_article_or_main": {
            "score": 100,
            "weight": 25,
            "evidence": "plausible",
            "details": "Has <main>"
          },
          "semantic_elements": {
            "score": 32,
            "weight": 20,
            "evidence": "plausible",
            "details": "8 semantic elements, 74 divs (ratio: 10%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "No images found"
          },
          "low_div_nesting": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "Avg div depth: 1.7, max: 3"
          }
        }
      },
      "contentEfficiency": {
        "score": 78,
        "weight": 10,
        "grade": "B",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "evidence": "speculative",
            "details": "94% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 25,
            "weight": 30,
            "evidence": "speculative",
            "details": "Content ratio: 5.1% (3136 content chars / 61668 HTML bytes)"
          },
          "reasonable_page_weight": {
            "score": 100,
            "weight": 20,
            "evidence": "speculative",
            "details": "HTML size: 60KB"
          },
          "minimal_inline_styles": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "0/349 elements with inline styles (0.0%)"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "add_markdown_negotiation",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "howToStepKeys": null,
      "effort": "significant",
      "estimatedImpact": 5,
      "maxImpact": 5,
      "evidence": "plausible",
      "checkScore": 0,
      "checkDetails": "No Markdown for Agents support detected"
    },
    {
      "id": "add_content_signals",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_content_signals.title",
      "descriptionKey": "rec.add_content_signals.description",
      "howToKey": "rec.add_content_signals.howto",
      "howToStepKeys": null,
      "effort": "quick-win",
      "estimatedImpact": 2.5,
      "maxImpact": 2.5,
      "evidence": "speculative",
      "checkScore": 0,
      "checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
    },
    {
      "id": "improve_content_ratio",
      "priority": "medium",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "howToStepKeys": null,
      "effort": "moderate",
      "estimatedImpact": 2.3,
      "maxImpact": 3,
      "evidence": "speculative",
      "checkScore": 25,
      "checkDetails": "Content ratio: 5.1% (3136 content chars / 61668 HTML bytes)"
    },
    {
      "id": "add_semantic_elements",
      "priority": "medium",
      "category": "semanticHtml",
      "titleKey": "rec.add_semantic_elements.title",
      "descriptionKey": "rec.add_semantic_elements.description",
      "howToKey": "rec.add_semantic_elements.howto",
      "howToStepKeys": null,
      "effort": "moderate",
      "estimatedImpact": 2,
      "maxImpact": 3,
      "evidence": "plausible",
      "checkScore": 32,
      "checkDetails": "8 semantic elements, 74 divs (ratio: 10%)"
    }
  ],
  "llmsTxtPreview": "# Kleos\n\n> Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.\n\n## Main\n- [Kleos — Seen by search. Cited by AI.](https://www.heykleos.dev/): Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite…\n- [Pricing](https://www.heykleos.dev/pricing)\n- [About](https://www.heykleos.dev/about)\n- [Refunds](https://www.heykleos.dev/refunds)\n\n## Legal\n- [Privacy](https://www.heykleos.dev/privacy)\n- [Terms](https://www.heykleos.dev/terms)\n\n## Support\n- [Contact](https://www.heykleos.dev/contact)\n\n",
  "llmsTxtExisting": "# Kleos\n\n> Kleos is the SEO & AEO scanner for vibe coders — see how Google ranks you and whether ChatGPT, Claude & Perplexity cite you. 87 checks in one scan.\n\n## Pages\n\n- [Home](https://heykleos.dev/): What Kleos scans and why.\n- [Pricing](https://heykleos.dev/pricing): Plans, prices, and the FAQ.\n- [About](https://heykleos.dev/about): Who builds Kleos and the research behind it.\n- [Contact](https://heykleos.dev/contact): Message form for support, billing, and feedback.\n\n## Policies\n\n- [Privacy](https://heykleos.dev/privacy)\n- [Terms](https://heykleos.dev/terms)\n- [Refunds](https://heykleos.dev/refunds)",
  "emergingProtocols": {
    "oauthProtectedResource": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/oauth-protected-resource"
    },
    "oauthDiscovery": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/mcp/server-card.json",
      "draft": true
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/agent-card.json"
    },
    "apiCatalog": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/api-catalog"
    },
    "agentSkills": {
      "exists": false,
      "url": "https://www.heykleos.dev/.well-known/agent-skills/index.json",
      "draft": true
    },
    "count": 0,
    "total": 6
  },
  "botAccess": {
    "probed": true,
    "bot": "OAI-SearchBot",
    "controlStatus": 200,
    "botStatus": 200,
    "discriminates": false,
    "refusedAsBot": false,
    "edge": "Vercel",
    "verifiable": false,
    "detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
  },
  "snippets": [
    {
      "id": "add_content_signals",
      "title": "Add Content-Signal directives",
      "description": "Content-Signal tells AI agents how they may use your content. The canonical location is robots.txt, but you can also expose it as an HTTP header from any stack.",
      "language": "txt",
      "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no",
      "filename": "/robots.txt",
      "stacks": [
        {
          "id": "robots",
          "label": "robots.txt",
          "language": "txt",
          "filename": "/robots.txt",
          "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
        },
        {
          "id": "nginx",
          "label": "Nginx",
          "language": "nginx",
          "filename": "server block",
          "code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
        },
        {
          "id": "apache",
          "label": "Apache",
          "language": "apache",
          "filename": ".htaccess",
          "code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n    header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n    return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "middleware.ts",
          "code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n  const res = NextResponse.next();\n  res.headers.set(\n    'Content-Signal',\n    'search=yes, ai-input=yes, ai-train=no'\n  );\n  return res;\n}\nexport const config = { matcher: '/:path*' };"
        },
        {
          "id": "cloudflare",
          "label": "Cloudflare Workers",
          "language": "javascript",
          "filename": "worker.js",
          "code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n  async fetch(request, env, ctx) {\n    const res = await fetch(request);\n    const newRes = new Response(res.body, res);\n    newRes.headers.set(\n      'Content-Signal',\n      'search=yes, ai-input=yes, ai-train=no'\n    );\n    return newRes;\n  },\n};"
        },
        {
          "id": "express",
          "label": "Express / Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Express\napp.use((req, res, next) => {\n  res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n  reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  done();\n});"
        }
      ]
    },
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

API를 사용하여 프로그래밍 방식으로 가져올 수 있습니다 (곧 출시)

이 JSON은 내부용입니다 — Markdown 및 llms.txt 파일과 달리 사이트에 업로드하기 위한 것이 아닙니다. 시간에 따른 점수 추적을 위한 기준값으로 저장하거나, 개발팀과 공유하거나, CI/CD 파이프라인에 통합하세요.

결과 공유

또는 AI에게 개선 방법을 물어보세요

다른 의견도 들어보시겠어요?

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배지 삽입

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AgentReady.md score for www.heykleos.dev
Script 권장
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Markdown
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곧 출시: 전체 도메인 분석

전체 도메인을 크롤링하고, llms.txt를 생성하고, AI 준비도 점수를 시간에 따라 모니터링하세요. 대기자 명단에 등록하여 알림을 받으세요.

명단에 등록되었습니다! 서비스 출시 시 알려드리겠습니다.