인증된 AgentReady.md 증명서
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분석된 URL

https://manus.im

다른 URL 분석

AI-Ready 점수

56 / D

미흡

/ 100

토큰 절감량

HTML 토큰 82.843
Markdown 토큰 685
절감 99%

점수 상세

시맨틱 HTML 47/100
콘텐츠 효율성 60/100
AI 발견 가능성 35/100
구조화 데이터 70/100
접근성 85/100

신흥 프로토콜

3개 중 0개 감지

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

  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card Anthropic
    /.well-known/mcp.json
  • A2A Agent Card Google
    /.well-known/agent.json

사이트에 llms.txt 파일이 없습니다. AI 에이전트가 사이트 구조를 이해하도록 돕는 새로운 표준입니다.

구현 방법

llmstxt.org 사양에 따라 /llms.txt 파일을 만드세요. 사이트 설명과 주요 페이지 링크를 포함하세요.

페이지에 <article> 또는 <main> 요소가 없습니다. 이 시맨틱 컨테이너는 AI 에이전트가 주요 콘텐츠 영역을 식별하고 내비게이션, 사이드바, 푸터를 무시하는 데 도움을 줍니다.

구현 방법

페이지의 주요 콘텐츠 주위에 <main> 요소를 추가하고, 블로그 게시물이나 제품 설명 같은 독립적인 콘텐츠 블록에는 <article>을 사용하세요.

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.

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.

{\n res.setHeader('Vary', 'Accept');\n res.setHeader('Link', '; 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', '; 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":"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 :\n# "}] }'>

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.

{\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});"}] }'>

Schema.org 구조화 데이터를 찾을 수 없습니다. JSON-LD는 AI 에이전트가 페이지에서 사실 기반의 구조화 정보를 추출하는 데 도움을 줍니다.

구현 방법

Schema.org 마크업이 포함된 <script type="application/ld+json"> 블록을 추가하세요. 적절한 유형을 사용하세요: 블로그 게시물에는 Article, 제품 페이지에는 Product, 회사 페이지에는 Organization.

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.

페이지에 깊이 중첩된 <div> 요소가 있습니다. 깊은 중첩은 잡음을 추가하고 AI 에이전트의 콘텐츠 추출을 어렵게 합니다.

구현 방법

불필요한 래퍼 div를 제거하여 HTML 구조를 단순화하세요. 중첩 컨테이너 div 대신 CSS Grid 또는 Flexbox를 레이아웃에 사용하세요.

많은 요소에 인라인 스타일 속성이 있습니다. 이는 콘텐츠를 추출하는 AI 에이전트에게 잡음이 됩니다.

구현 방법

모든 인라인 스타일을 스타일시트의 CSS 클래스로 이동하세요. 많은 고유 스타일이 필요하면 Tailwind 같은 유틸리티 CSS 프레임워크를 사용하세요.

Markdown 토큰: 685
[

](https://manus.im/?index=1)

[

](https://manus.im/?index=1)

Features

Solutions

Resources

[

Events

](https://events.manus.im/)[

Business

](https://manus.im/team)[

Pricing

](https://manus.im/pricing)

[

Manus is now part of Meta — bringing AI to businesses worldwide

](https://manus.im/team)

## What can I do for you?

Create slides

Build website

Develop desktop apps

Design

More

## Less structure,
more intelligence.

### Product[Pricing](https://manus.im/pricing)[Web app](https://manus.im/features/webapp)[AI design](https://manus.im/tools/ai-design)[AI slides](https://manus.im/tools/nano-banana-pro-slides)[AI image generator](https://manus.im/tools/ai-image-generator)[AI music generator](https://manus.im/tools/ai-music-generator)[Manus browser operator](https://manus.im/features/manus-browser-operator)[Wide Research](https://manus.im/features/wide-research)[Mail Manus](https://manus.im/features/mail)[Slack integration](https://manus.im/integrations/slack)

### Resources[Blog](https://manus.im/blog)[Docs](https://manus.im/docs)[Updates](https://manus.im/updates)[Help center](https://help.manus.im/)[Trust center](https://trust.manus.im/)[API](https://open.manus.ai/docs)[Team plan](https://manus.im/team)[Startups](https://manus.im/startups)[Playbook](https://manus.im/playbook)[Brand assets](https://manus.im/brand)

### Community[Events](https://events.manus.im/)[Fellows](https://manus.im/fellows)

### Compare[VS ChatGPT](https://manus.im/compare/vs-chatgpt)[VS Lovable](https://manus.im/compare/lovable)[VS Replit](https://manus.im/compare/manus-vs-replit)

### Download[Mobile app](https://manus.go.link/eyNGY)[Desktop app](https://manus.im/desktop)My Browser

### Business[Team plan](https://manus.im/team)[SSO](https://help.manus.im/en/articles/12807937-where-can-i-enable-subscribe-to-a-single-sign-on-sso-subscription-for-manus-team)[API](https://open.manus.ai/docs)

### Company[About us](https://manus.im/about)[Careers](https://www.metacareers.com/jobsearch?q=Manus)[For business](mailto:[email protected])[For media](mailto:[email protected])[Terms of service](https://manus.im/terms)[Privacy policy](https://manus.im/privacy)

[](https://www.linkedin.com/company/manus-im/)[](https://x.com/manusai)[](https://www.youtube.com/@Manus-AI/videos)[](https://www.instagram.com/manus/)[](http://www.tiktok.com/@manusaiofficial)

© 2026 Meta

Manus: Hands On AI
[

](https://manus.im/?index=1)

Sign inSign up

[

](https://manus.im/?index=1)

Features

Solutions

Resources

[

Events

](https://events.manus.im/)[

Business

](https://manus.im/team)[

Pricing

](https://manus.im/pricing)

Sign inSign up

[

Manus is now part of Meta — bringing AI to businesses worldwide

](https://manus.im/team)

# What can I do for you?

Create slides

Build website

Develop desktop apps

Design

More

## Less structure,
more intelligence.

### Product[Pricing](https://manus.im/pricing)[Web app](https://manus.im/features/webapp)[AI design](https://manus.im/tools/ai-design)[AI slides](https://manus.im/tools/nano-banana-pro-slides)[AI image generator](https://manus.im/tools/ai-image-generator)[AI music generator](https://manus.im/tools/ai-music-generator)[Manus browser operator](https://manus.im/features/manus-browser-operator)[Wide Research](https://manus.im/features/wide-research)[Mail Manus](https://manus.im/features/mail)[Slack integration](https://manus.im/integrations/slack)

### Resources[Blog](https://manus.im/blog)[Docs](https://manus.im/docs)[Updates](https://manus.im/updates)[Help center](https://help.manus.im/)[Trust center](https://trust.manus.im/)[API](https://open.manus.ai/docs)[Team plan](https://manus.im/team)[Startups](https://manus.im/startups)[Playbook](https://manus.im/playbook)[Brand assets](https://manus.im/brand)

### Community[Events](https://events.manus.im/)[Fellows](https://manus.im/fellows)

### Compare[VS ChatGPT](https://manus.im/compare/vs-chatgpt)[VS Lovable](https://manus.im/compare/lovable)[VS Replit](https://manus.im/compare/manus-vs-replit)

### Download[Mobile app](https://manus.go.link/eyNGY)[Desktop app](https://manus.im/desktop)My Browser

### Business[Team plan](https://manus.im/team)[SSO](https://help.manus.im/en/articles/12807937-where-can-i-enable-subscribe-to-a-single-sign-on-sso-subscription-for-manus-team)[API](https://open.manus.ai/docs)

### Company[About us](https://manus.im/about)[Careers](https://www.metacareers.com/jobsearch?q=Manus)[For business](mailto:[email protected])[For media](mailto:[email protected])[Terms of service](https://manus.im/terms)[Privacy policy](https://manus.im/privacy)

[](https://www.linkedin.com/company/manus-im/)[](https://x.com/manusai)[](https://www.youtube.com/@Manus-AI/videos)[](https://www.instagram.com/manus/)[](http://www.tiktok.com/@manusaiofficial)

English

© 2026 Meta

Manus: Hands On AI

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.

이 단일 페이지용으로 생성된 llms.txt

llms.txt 다운로드
# manus.im

> Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.

## Documentation
- [Docs](https://manus.im/docs)

## Main
- [Manus: Hands On AI](https://manus.im): Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.
- [Business](https://manus.im/team)
- [Pricing](https://manus.im/pricing)

전체 llms.txt는 도메인 전체 분석이 필요합니다 (곧 출시)

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

시맨틱 HTML

article 또는 main 요소 사용 (0/100)

Missing <article> and <main> elements

올바른 제목 계층 구조 (100/100)

Clean heading hierarchy

시맨틱 HTML 요소 사용 (8/100)

2 semantic elements, 82 divs (ratio: 2%)

의미 있는 이미지 alt 속성 (100/100)

No images found

낮은 div 중첩 깊이 (25/100)

Avg div depth: 12.5, max: 19

콘텐츠 효율성

양호한 토큰 감소율 (100/100)

99% token reduction (HTML→Markdown)

양호한 콘텐츠 대 잡음 비율 (0/100)

Content ratio: 0.4% (668 content chars / 169904 HTML bytes)

최소한의 인라인 스타일 (50/100)

8/413 elements with inline styles (1.9%)

적절한 페이지 무게 (80/100)

HTML size: 166KB

AI 발견 가능성

llms.txt 파일 있음 (0/100)

No llms.txt found

robots.txt 파일 있음 (100/100)

robots.txt exists

robots.txt가 AI 봇 허용 (100/100)

All major AI bots allowed

sitemap.xml 있음 (100/100)

Sitemap found

Markdown for Agents 지원 (0/100)
&#10007; Accept: text/markdown &#10007; .md URL &#10007; <link> tag &#10007; Link header
Content-Signal 있음 (robots.txt 또는 HTTP 헤더) (0/100)
&#10003; robots.txt &#10003; HTTP header &#10007; Policy

구조화 데이터

Schema.org / JSON-LD 있음 (0/100)

No JSON-LD / Schema.org found

Open Graph 태그 있음 (100/100)

All OG tags present

메타 설명 있음 (100/100)

Meta description: 118 chars

정규 URL 있음 (100/100)

Canonical URL present

lang 속성 있음 (100/100)

lang="en"

접근성

JavaScript 없이 콘텐츠 이용 가능 (100/100)

Content available without JavaScript

적절한 페이지 크기 (100/100)

Page size: 166KB

HTML에서 콘텐츠가 빠른 위치에 배치 (50/100)

Main content starts at 52% of HTML

{
  "url": "https://manus.im",
  "timestamp": 1778268410726,
  "fetch": {
    "mode": "simple",
    "timeMs": 175,
    "htmlSizeBytes": 169904,
    "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": "Manus: Hands On AI",
    "excerpt": "Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.",
    "byline": null,
    "siteName": null,
    "lang": "en",
    "contentLength": 668,
    "metadata": {
      "description": "Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.",
      "ogTitle": "Manus: Hands On AI",
      "ogDescription": "Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.",
      "ogImage": "https://files.manuscdn.com/webapp/media/ogBanner.png",
      "ogType": "website",
      "canonical": "https://manus.im/",
      "lang": "en",
      "schemas": [],
      "robotsMeta": null,
      "author": null,
      "generator": null,
      "markdownAlternateHref": null
    }
  },
  "markdown": "[\n\n](https://manus.im/?index=1)\n\n[\n\n](https://manus.im/?index=1)\n\nFeatures\n\nSolutions\n\nResources\n\n[\n\nEvents\n\n](https://events.manus.im/)[\n\nBusiness\n\n](https://manus.im/team)[\n\nPricing\n\n](https://manus.im/pricing)\n\n[\n\nManus is now part of Meta — bringing AI to businesses worldwide\n\n](https://manus.im/team)\n\n## What can I do for you?\n\nCreate slides\n\nBuild website\n\nDevelop desktop apps\n\nDesign\n\nMore\n\n## Less structure,\nmore intelligence.\n\n### Product[Pricing](https://manus.im/pricing)[Web app](https://manus.im/features/webapp)[AI design](https://manus.im/tools/ai-design)[AI slides](https://manus.im/tools/nano-banana-pro-slides)[AI image generator](https://manus.im/tools/ai-image-generator)[AI music generator](https://manus.im/tools/ai-music-generator)[Manus browser operator](https://manus.im/features/manus-browser-operator)[Wide Research](https://manus.im/features/wide-research)[Mail Manus](https://manus.im/features/mail)[Slack integration](https://manus.im/integrations/slack)\n\n### Resources[Blog](https://manus.im/blog)[Docs](https://manus.im/docs)[Updates](https://manus.im/updates)[Help center](https://help.manus.im/)[Trust center](https://trust.manus.im/)[API](https://open.manus.ai/docs)[Team plan](https://manus.im/team)[Startups](https://manus.im/startups)[Playbook](https://manus.im/playbook)[Brand assets](https://manus.im/brand)\n\n### Community[Events](https://events.manus.im/)[Fellows](https://manus.im/fellows)\n\n### Compare[VS ChatGPT](https://manus.im/compare/vs-chatgpt)[VS Lovable](https://manus.im/compare/lovable)[VS Replit](https://manus.im/compare/manus-vs-replit)\n\n### Download[Mobile app](https://manus.go.link/eyNGY)[Desktop app](https://manus.im/desktop)My Browser\n\n### Business[Team plan](https://manus.im/team)[SSO](https://help.manus.im/en/articles/12807937-where-can-i-enable-subscribe-to-a-single-sign-on-sso-subscription-for-manus-team)[API](https://open.manus.ai/docs)\n\n### Company[About us](https://manus.im/about)[Careers](https://www.metacareers.com/jobsearch?q=Manus)[For business](mailto:[email protected])[For media](mailto:[email protected])[Terms of service](https://manus.im/terms)[Privacy policy](https://manus.im/privacy)\n\n[](https://www.linkedin.com/company/manus-im/)[](https://x.com/manusai)[](https://www.youtube.com/@Manus-AI/videos)[](https://www.instagram.com/manus/)[](http://www.tiktok.com/@manusaiofficial)\n\n© 2026 Meta\n\nManus: Hands On AI\n",
  "fullPageMarkdown": "[\n\n](https://manus.im/?index=1)\n\nSign inSign up\n\n[\n\n](https://manus.im/?index=1)\n\nFeatures\n\nSolutions\n\nResources\n\n[\n\nEvents\n\n](https://events.manus.im/)[\n\nBusiness\n\n](https://manus.im/team)[\n\nPricing\n\n](https://manus.im/pricing)\n\nSign inSign up\n\n[\n\nManus is now part of Meta — bringing AI to businesses worldwide\n\n](https://manus.im/team)\n\n# What can I do for you?\n\nCreate slides\n\nBuild website\n\nDevelop desktop apps\n\nDesign\n\nMore\n\n## Less structure,\nmore intelligence.\n\n### Product[Pricing](https://manus.im/pricing)[Web app](https://manus.im/features/webapp)[AI design](https://manus.im/tools/ai-design)[AI slides](https://manus.im/tools/nano-banana-pro-slides)[AI image generator](https://manus.im/tools/ai-image-generator)[AI music generator](https://manus.im/tools/ai-music-generator)[Manus browser operator](https://manus.im/features/manus-browser-operator)[Wide Research](https://manus.im/features/wide-research)[Mail Manus](https://manus.im/features/mail)[Slack integration](https://manus.im/integrations/slack)\n\n### Resources[Blog](https://manus.im/blog)[Docs](https://manus.im/docs)[Updates](https://manus.im/updates)[Help center](https://help.manus.im/)[Trust center](https://trust.manus.im/)[API](https://open.manus.ai/docs)[Team plan](https://manus.im/team)[Startups](https://manus.im/startups)[Playbook](https://manus.im/playbook)[Brand assets](https://manus.im/brand)\n\n### Community[Events](https://events.manus.im/)[Fellows](https://manus.im/fellows)\n\n### Compare[VS ChatGPT](https://manus.im/compare/vs-chatgpt)[VS Lovable](https://manus.im/compare/lovable)[VS Replit](https://manus.im/compare/manus-vs-replit)\n\n### Download[Mobile app](https://manus.go.link/eyNGY)[Desktop app](https://manus.im/desktop)My Browser\n\n### Business[Team plan](https://manus.im/team)[SSO](https://help.manus.im/en/articles/12807937-where-can-i-enable-subscribe-to-a-single-sign-on-sso-subscription-for-manus-team)[API](https://open.manus.ai/docs)\n\n### Company[About us](https://manus.im/about)[Careers](https://www.metacareers.com/jobsearch?q=Manus)[For business](mailto:[email protected])[For media](mailto:[email protected])[Terms of service](https://manus.im/terms)[Privacy policy](https://manus.im/privacy)\n\n[](https://www.linkedin.com/company/manus-im/)[](https://x.com/manusai)[](https://www.youtube.com/@Manus-AI/videos)[](https://www.instagram.com/manus/)[](http://www.tiktok.com/@manusaiofficial)\n\nEnglish\n\n© 2026 Meta\n\nManus: Hands On AI\n",
  "markdownStats": {
    "images": 0,
    "links": 47,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 9
  },
  "tokens": {
    "htmlTokens": 82843,
    "markdownTokens": 685,
    "reduction": 82158,
    "reductionPercent": 99
  },
  "score": {
    "score": 56,
    "grade": "D",
    "dimensions": {
      "semanticHtml": {
        "score": 47,
        "weight": 20,
        "grade": "D",
        "checks": {
          "uses_article_or_main": {
            "score": 0,
            "weight": 20,
            "details": "Missing <article> and <main> elements"
          },
          "proper_heading_hierarchy": {
            "score": 100,
            "weight": 25,
            "details": "Clean heading hierarchy"
          },
          "semantic_elements": {
            "score": 8,
            "weight": 20,
            "details": "2 semantic elements, 82 divs (ratio: 2%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "details": "No images found"
          },
          "low_div_nesting": {
            "score": 25,
            "weight": 20,
            "details": "Avg div depth: 12.5, max: 19"
          }
        }
      },
      "contentEfficiency": {
        "score": 60,
        "weight": 25,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "details": "99% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 0,
            "weight": 30,
            "details": "Content ratio: 0.4% (668 content chars / 169904 HTML bytes)"
          },
          "minimal_inline_styles": {
            "score": 50,
            "weight": 15,
            "details": "8/413 elements with inline styles (1.9%)"
          },
          "reasonable_page_weight": {
            "score": 80,
            "weight": 15,
            "details": "HTML size: 166KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 35,
        "weight": 25,
        "grade": "F",
        "checks": {
          "has_llms_txt": {
            "score": 0,
            "weight": 20,
            "details": "No llms.txt found"
          },
          "has_robots_txt": {
            "score": 100,
            "weight": 10,
            "details": "robots.txt exists"
          },
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 15,
            "details": "All major AI bots allowed"
          },
          "has_sitemap": {
            "score": 100,
            "weight": 10,
            "details": "Sitemap found"
          },
          "supports_markdown_negotiation": {
            "score": 0,
            "weight": 25,
            "details": "No Markdown for Agents support detected"
          },
          "has_content_signals": {
            "score": 0,
            "weight": 20,
            "details": "No Content-Signal found (robots.txt or HTTP headers)"
          }
        }
      },
      "structuredData": {
        "score": 70,
        "weight": 15,
        "grade": "C",
        "checks": {
          "has_schema_org": {
            "score": 0,
            "weight": 30,
            "details": "No JSON-LD / Schema.org found"
          },
          "has_open_graph": {
            "score": 100,
            "weight": 25,
            "details": "All OG tags present"
          },
          "has_meta_description": {
            "score": 100,
            "weight": 20,
            "details": "Meta description: 118 chars"
          },
          "has_canonical_url": {
            "score": 100,
            "weight": 15,
            "details": "Canonical URL present"
          },
          "has_lang_attribute": {
            "score": 100,
            "weight": 10,
            "details": "lang=\"en\""
          }
        }
      },
      "accessibility": {
        "score": 85,
        "weight": 15,
        "grade": "B",
        "checks": {
          "content_without_js": {
            "score": 100,
            "weight": 40,
            "details": "Content available without JavaScript"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 30,
            "details": "Page size: 166KB"
          },
          "fast_content_position": {
            "score": 50,
            "weight": 30,
            "details": "Main content starts at 52% of HTML"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "add_llms_txt",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_llms_txt.title",
      "descriptionKey": "rec.add_llms_txt.description",
      "howToKey": "rec.add_llms_txt.howto",
      "effort": "quick-win",
      "estimatedImpact": 10,
      "checkScore": 0,
      "checkDetails": "No llms.txt found"
    },
    {
      "id": "add_article_main",
      "priority": "critical",
      "category": "semanticHtml",
      "titleKey": "rec.add_article_main.title",
      "descriptionKey": "rec.add_article_main.description",
      "howToKey": "rec.add_article_main.howto",
      "effort": "quick-win",
      "estimatedImpact": 8,
      "checkScore": 0,
      "checkDetails": "Missing <article> and <main> elements"
    },
    {
      "id": "improve_content_ratio",
      "priority": "critical",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "effort": "moderate",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "Content ratio: 0.4% (668 content chars / 169904 HTML bytes)"
    },
    {
      "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",
      "effort": "significant",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "No Markdown for Agents support detected"
    },
    {
      "id": "add_content_signals",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_content_signals.title",
      "descriptionKey": "rec.add_content_signals.description",
      "howToKey": "rec.add_content_signals.howto",
      "effort": "quick-win",
      "estimatedImpact": 5,
      "checkScore": 0,
      "checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
    },
    {
      "id": "add_schema_org",
      "priority": "high",
      "category": "structuredData",
      "titleKey": "rec.add_schema_org.title",
      "descriptionKey": "rec.add_schema_org.description",
      "howToKey": "rec.add_schema_org.howto",
      "effort": "moderate",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "No JSON-LD / Schema.org found"
    },
    {
      "id": "add_semantic_elements",
      "priority": "high",
      "category": "semanticHtml",
      "titleKey": "rec.add_semantic_elements.title",
      "descriptionKey": "rec.add_semantic_elements.description",
      "howToKey": "rec.add_semantic_elements.howto",
      "effort": "moderate",
      "estimatedImpact": 5,
      "checkScore": 8,
      "checkDetails": "2 semantic elements, 82 divs (ratio: 2%)"
    },
    {
      "id": "reduce_div_nesting",
      "priority": "high",
      "category": "semanticHtml",
      "titleKey": "rec.reduce_div_nesting.title",
      "descriptionKey": "rec.reduce_div_nesting.description",
      "howToKey": "rec.reduce_div_nesting.howto",
      "effort": "significant",
      "estimatedImpact": 4,
      "checkScore": 25,
      "checkDetails": "Avg div depth: 12.5, max: 19"
    },
    {
      "id": "remove_inline_styles",
      "priority": "medium",
      "category": "contentEfficiency",
      "titleKey": "rec.remove_inline_styles.title",
      "descriptionKey": "rec.remove_inline_styles.description",
      "howToKey": "rec.remove_inline_styles.howto",
      "effort": "moderate",
      "estimatedImpact": 3,
      "checkScore": 50,
      "checkDetails": "8/413 elements with inline styles (1.9%)"
    }
  ],
  "llmsTxtPreview": "# manus.im\n\n> Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.\n\n## Documentation\n- [Docs](https://manus.im/docs)\n\n## Main\n- [Manus: Hands On AI](https://manus.im): Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.\n- [Business](https://manus.im/team)\n- [Pricing](https://manus.im/pricing)\n\n",
  "llmsTxtExisting": null,
  "emergingProtocols": {
    "oauthDiscovery": {
      "exists": false,
      "url": "https://manus.im/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://manus.im/.well-known/mcp.json"
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://manus.im/.well-known/agent.json"
    },
    "count": 0
  },
  "snippets": [
    {
      "id": "add_llms_txt",
      "title": "Create /llms.txt",
      "description": "Upload this file to your web root. It tells AI agents what your site is about and which pages matter.",
      "language": "markdown",
      "code": "# manus.im\n\n> Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.\n\n## Documentation\n- [Docs](https://manus.im/docs)\n\n## Main\n- [Manus: Hands On AI](https://manus.im): Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.\n- [Business](https://manus.im/team)\n- [Pricing](https://manus.im/pricing)\n\n",
      "filename": "/llms.txt"
    },
    {
      "id": "add_schema_org",
      "title": "Add Schema.org JSON-LD",
      "description": "Structured data helps AI agents understand the type, author, and purpose of your content.",
      "language": "html",
      "code": "<script type=\"application/ld+json\">\n{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"WebPage\",\n  \"name\": \"Manus: Hands On AI\",\n  \"description\": \"Manus is the action engine that goes beyond answers to execute tasks, automate workflows, and extend your human reach.\",\n  \"url\": \"https://manus.im\",\n  \"inLanguage\": \"en\"\n}\n</script>",
      "filename": "<head>"
    },
    {
      "id": "add_article_main",
      "title": "Wrap content in <main> and <article>",
      "description": "Semantic HTML landmarks help AI agents identify the main content of your page.",
      "language": "html",
      "code": "<main>\n  <article>\n    <h1>Your Page Title</h1>\n    <p>Your content here...</p>\n  </article>\n</main>",
      "filename": "<body>"
    },
    {
      "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

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배지 삽입

이 배지를 사이트에 추가하세요. AI 준비도 점수가 변경되면 자동으로 업데이트됩니다.

AgentReady.md score for manus.im
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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.