Analyzed URL
https://developers.tosspayments.com/
AI-Ready Score
Poor
out of 100
Token Savings
Score Breakdown
Your page has a low ratio of actual content to total HTML. Much of the page weight is markup, scripts, or styles rather than content.
How to implement
Move CSS to external stylesheets, remove inline styles, minimize JavaScript, and ensure the HTML focuses on content structure.
Your site doesn't support Markdown for Agents. This Cloudflare standard lets AI agents request content in markdown format, reducing token usage by ~80%.
How to implement
Implement one or more: (1) Respond to Accept: text/markdown with markdown content. (2) Serve .md URLs (e.g., /page.md). (3) Add <link rel="alternate" type="text/markdown"> tags. (4) Add Link HTTP headers for markdown discovery.
No sitemap found. A sitemap helps AI agents discover all pages on your site.
How to implement
Create a /sitemap.xml listing all your public pages. Most CMS platforms can generate this automatically.
No Content-Signal directives found. These tell AI agents how they may use your content (search indexing, AI input, training data). The recommended location is robots.txt.
How to implement
Add Content-Signal to your robots.txt: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. You can also add it as an HTTP header on markdown responses.
Many elements have inline style attributes. These add noise for AI agents extracting content.
How to implement
Move all inline styles to CSS classes in your stylesheet. Use utility CSS frameworks like Tailwind if you need many unique styles.
No Schema.org structured data found. JSON-LD helps AI agents extract factual, structured information from your pages.
How to implement
Add a <script type="application/ld+json"> block with Schema.org markup. Use appropriate types: Article for blog posts, Product for products, Organization for your company page.
Your page relies heavily on <div> elements. Semantic elements like <section>, <nav>, <header>, <footer>, and <aside> provide meaningful structure for AI agents.
How to implement
Replace generic <div> containers with appropriate semantic elements. Use <section> for thematic groups, <nav> for navigation, <header>/<footer> for page/section headers and footers.
Some images lack descriptive alt text. Good alt text helps AI agents understand image content and context.
How to implement
Add descriptive alt attributes to all images. Describe what the image shows, not just 'image' or 'photo'. For decorative images, use alt="" (empty).
The main content appears late in the HTML document. AI agents may give more weight to content that appears early.
How to implement
Restructure your HTML so that <main> or <article> content appears before sidebars and supplementary content.
No canonical URL found. This helps AI agents identify the preferred version of a page and avoid duplicate content.
How to implement
Add a <link rel="canonical" href="..."> tag pointing to the canonical URL of the page.
## AI로 물 흐르듯 완성되는 코드 처음이어도 괜찮아요. 결제연동 전문 개발자 수준의 AI가 대신 코딩해 드릴게요. [AI로 시작하기](https://docs.tosspayments.com/guides/v2/get-started/llms-guide) ## 완성된 코드 템플릿을 미리 사용해보세요 PC에서 샌드박스로 시작할 수 있어요 개발자의 시간을 아껴드려요  ## 언어별 코드 예제를 복사, 붙여넣기만 하면 연동 끝! [ React ](https://github.com/tosspayments/tosspayments-sample/tree/main/express-react)[ JavaScript ](https://github.com/tosspayments/tosspayments-sample/tree/main/express-javascript) ## 개발자 도구 [ API & SDK API와 SDK 스펙 문서를 제공해드려요 ](https://docs.tosspayments.com/reference)[ API 테스트코드 구현이나 환경 설정 없이도 원하는 API를 실행해보세요 ](https://docs.tosspayments.com/reference/test)[ 샌드박스설정 없이 브라우저에서 바로 연동을 시작해보세요 ](https://developers.tosspayments.com/sandbox)[ 내 개발정보내 API 키로 결제 연동, 테스트를 진행할 수 있어요 ](https://developers.tosspayments.com/my/api-keys) ## 커뮤니티 [실시간 문의 전문 매니저가 실시간으로 소통하며 비즈니스 상황에 맞는 맞춤 지원을 해드려요. ](https://techchat.tosspayments.com/) [GitHub다양한 코드샘플을 확인해보세요](https://github.com/tosspayments?q=sample&type=all)[자주 묻는 질문결제 연동 과정에서 생긴 궁금증을 해결하세요](https://docs.tosspayments.com/resources/faq)[릴리즈 노트제품의 새로운 기능과 변경 사항을 알려드려요](https://docs.tosspayments.com/resources/release-note) [기술 블로그에서 다양한 결제 경험 이야기를 확인해보세요](https://docs.tosspayments.com/blog)  ## 코드 없이 운영하는 결제 지금 시작해보세요 [문서로 시작하기](https://docs.tosspayments.com/guides/v2/payment-widget/integration)
토스페이먼츠 개발자센터 # AI로 물 흐르듯 완성되는 코드 처음이어도 괜찮아요. 결제연동 전문 개발자 수준의 AI가 대신 코딩해 드릴게요. [AI로 시작하기 ](https://docs.tosspayments.com/guides/v2/get-started/llms-guide)  # 완성된 코드 템플릿을 미리 사용해보세요 PC에서 샌드박스로 시작할 수 있어요 개발자의 시간을 아껴드려요 코드 한 줄로 연동되는 결제 SDK 한 줄로 브랜드페이, 키인결제 등 여러 결제서비스를 전부 사용 할 수 있어요  노코드 결제수단 운영 개발자의 도움 없이 결제수단 추가, 변경이 가능해요 코드 수정 없이 디자인 커스텀 개발자의 도움 없이 디자인을 커스텀할 수 있어요 # 언어별 코드 예제를 복사, 붙여넣기만 하면 연동 끝! [ React ](https://github.com/tosspayments/tosspayments-sample/tree/main/express-react)[ JavaScript ](https://github.com/tosspayments/tosspayments-sample/tree/main/express-javascript) # 개발자 도구 [ API & SDK API와 SDK 스펙 문서를 제공해드려요 ](https://docs.tosspayments.com/reference)[ API 테스트코드 구현이나 환경 설정 없이도 원하는 API를 실행해보세요 ](https://docs.tosspayments.com/reference/test)[ 샌드박스설정 없이 브라우저에서 바로 연동을 시작해보세요 ](https://developers.tosspayments.com/sandbox)[ 내 개발정보내 API 키로 결제 연동, 테스트를 진행할 수 있어요 ](https://developers.tosspayments.com/my/api-keys) # 커뮤니티 [ 실시간 문의 전문 매니저가 실시간으로 소통하며 비즈니스 상황에 맞는 맞춤 지원을 해드려요. ](https://techchat.tosspayments.com/) [ GitHub 다양한 코드샘플을 확인해보세요](https://github.com/tosspayments?q=sample&type=all)[ 자주 묻는 질문 결제 연동 과정에서 생긴 궁금증을 해결하세요](https://docs.tosspayments.com/resources/faq)[ 릴리즈 노트 제품의 새로운 기능과 변경 사항을 알려드려요](https://docs.tosspayments.com/resources/release-note) [기술 블로그에서 다양한 결제 경험 이야기를 확인해보세요 기술 블로그 가기 ](https://docs.tosspayments.com/blog) # 코드 없이 운영하는 결제 지금 시작해보세요 [문서로 시작하기 ](https://docs.tosspayments.com/guides/v2/payment-widget/integration)
Upload this file as /index.md on your server so AI agents can access a clean version of your page. You can also configure Accept: text/markdown content negotiation to serve it automatically.
Our recommendation
# developers.tosspayments.com > 토스페이먼츠 결제 연동 문서, API, 키, 테스트 내역, 웹훅 등록 등 개발에 필요한 정보와 기능을 확인해 보세요. 결제 연동에 필요한 모든 개발자 도구를 제공해 드립니다. ## Main - [토스페이먼츠 개발자센터](https://developers.tosspayments.com/): 토스페이먼츠 결제 연동 문서, API, 키, 테스트 내역, 웹훅 등록 등 개발에 필요한 정보와 기능을 확인해 보세요. 결제 연동에 필요한 모든 개발자 도구를 제공해 드립니다. - [샌드박스](https://developers.tosspayments.com/sandbox)
Full llms.txt requires domain-wide analysis (coming soon)
Upload this file to https://developers.tosspayments.com/llms.txt at the root of your domain. AI agents like ChatGPT, Claude, and Perplexity check this file to understand your site structure.
This site already has a llms.txt file.
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"markdown": "## AI로\n물 흐르듯 완성되는 코드\n\n처음이어도 괜찮아요.\n결제연동 전문 개발자 수준의 AI가\n대신 코딩해 드릴게요.\n\n[AI로 시작하기](https://docs.tosspayments.com/guides/v2/get-started/llms-guide)\n\n## 완성된 코드 템플릿을\n미리 사용해보세요\n\nPC에서 샌드박스로 시작할 수 있어요\n\n개발자의 시간을 아껴드려요\n\n\n\n## 언어별 코드 예제를 복사, 붙여넣기만 하면 연동 끝!\n\n[\n\nReact\n\n](https://github.com/tosspayments/tosspayments-sample/tree/main/express-react)[\n\nJavaScript\n\n](https://github.com/tosspayments/tosspayments-sample/tree/main/express-javascript)\n\n## 개발자 도구\n\n[\n\nAPI & SDK API와 SDK 스펙 문서를 제공해드려요\n\n](https://docs.tosspayments.com/reference)[\n\nAPI 테스트코드 구현이나 환경 설정 없이도 원하는 API를 실행해보세요\n\n](https://docs.tosspayments.com/reference/test)[\n\n샌드박스설정 없이 브라우저에서 바로 연동을 시작해보세요\n\n](https://developers.tosspayments.com/sandbox)[\n\n내 개발정보내 API 키로 결제 연동, 테스트를 진행할 수 있어요\n\n](https://developers.tosspayments.com/my/api-keys)\n\n## 커뮤니티\n\n[실시간 문의\n\n전문 매니저가 실시간으로 소통하며\n비즈니스 상황에 맞는 맞춤 지원을 해드려요.\n\n](https://techchat.tosspayments.com/)\n\n[GitHub다양한 코드샘플을 확인해보세요](https://github.com/tosspayments?q=sample&type=all)[자주 묻는 질문결제 연동 과정에서 생긴 궁금증을 해결하세요](https://docs.tosspayments.com/resources/faq)[릴리즈 노트제품의 새로운 기능과 변경 사항을 알려드려요](https://docs.tosspayments.com/resources/release-note)\n\n[기술 블로그에서 다양한 결제 경험\n이야기를 확인해보세요](https://docs.tosspayments.com/blog)\n\n\n\n## 코드 없이 운영하는 결제\n지금 시작해보세요\n\n[문서로 시작하기](https://docs.tosspayments.com/guides/v2/payment-widget/integration)\n",
"fullPageMarkdown": "토스페이먼츠 개발자센터\n\n# AI로\n물 흐르듯 완성되는 코드\n\n처음이어도 괜찮아요.\n결제연동 전문 개발자 수준의 AI가\n대신 코딩해 드릴게요.\n\n[AI로 시작하기\n\n](https://docs.tosspayments.com/guides/v2/get-started/llms-guide)\n\n\n\n# 완성된 코드 템플릿을\n미리 사용해보세요\n\nPC에서 샌드박스로 시작할 수 있어요\n\n개발자의 시간을 아껴드려요\n\n코드 한 줄로 연동되는 결제\n\nSDK 한 줄로 브랜드페이, 키인결제 등 여러 결제서비스를 전부 사용 할 수 있어요\n\n\n\n노코드 결제수단 운영\n\n개발자의 도움 없이 결제수단 추가, 변경이 가능해요\n\n코드 수정 없이 디자인 커스텀\n\n개발자의 도움 없이 디자인을 커스텀할 수 있어요\n\n# 언어별 코드 예제를 복사, 붙여넣기만 하면 연동 끝!\n\n[\n\nReact\n\n](https://github.com/tosspayments/tosspayments-sample/tree/main/express-react)[\n\nJavaScript\n\n](https://github.com/tosspayments/tosspayments-sample/tree/main/express-javascript)\n\n# 개발자 도구\n\n[\n\nAPI & SDK API와 SDK 스펙 문서를 제공해드려요\n\n](https://docs.tosspayments.com/reference)[\n\nAPI 테스트코드 구현이나 환경 설정 없이도 원하는 API를 실행해보세요\n\n](https://docs.tosspayments.com/reference/test)[\n\n샌드박스설정 없이 브라우저에서 바로 연동을 시작해보세요\n\n](https://developers.tosspayments.com/sandbox)[\n\n내 개발정보내 API 키로 결제 연동, 테스트를 진행할 수 있어요\n\n](https://developers.tosspayments.com/my/api-keys)\n\n# 커뮤니티\n\n[\n\n실시간 문의\n\n전문 매니저가 실시간으로 소통하며\n비즈니스 상황에 맞는 맞춤 지원을 해드려요.\n\n](https://techchat.tosspayments.com/)\n\n[\n\nGitHub\n\n다양한 코드샘플을 확인해보세요](https://github.com/tosspayments?q=sample&type=all)[\n\n자주 묻는 질문\n\n결제 연동 과정에서 생긴 궁금증을 해결하세요](https://docs.tosspayments.com/resources/faq)[\n\n릴리즈 노트\n\n제품의 새로운 기능과 변경 사항을 알려드려요](https://docs.tosspayments.com/resources/release-note)\n\n[기술 블로그에서 다양한 결제 경험\n이야기를 확인해보세요\n\n기술 블로그 가기\n\n](https://docs.tosspayments.com/blog)\n\n# 코드 없이 운영하는 결제\n지금 시작해보세요\n\n[문서로 시작하기\n\n](https://docs.tosspayments.com/guides/v2/payment-widget/integration)\n",
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cx=\"33\" cy=\"33\" r=\"30\" class=\"developers-cache-saszeo\"></circle></svg></div><script id=\"__NEXT_DATA__\" type=\"application/json\">{\"props\":{\"pageProps\":{}},\"page\":\"/[merchantId]\",\"query\":{},\"buildId\":\"VvqEH8iZzuNEvMAG_MMnQ\",\"assetPrefix\":\"/developers/c9e0ef083ba2789fba30cfb56bc8661f32be9b64\",\"runtimeConfig\":{\"serviceName\":\"developers\",\"stage\":\"live\",\"release\":\"c9e0ef083ba2789fba30cfb56bc8661f32be9b64\"},\"nextExport\":true,\"autoExport\":true,\"isFallback\":false,\"scriptLoader\":[]}</script><script src=\"https://status.tosspayments.com/embed/script.js\"></script></body></html>",
"snippets": [
{
"id": "add_canonical_url",
"title": "Add canonical URL",
"description": "The canonical URL tells AI agents which version of the page is the \"official\" one, avoiding duplicate content issues.",
"language": "html",
"code": "<link rel=\"canonical\" href=\"https://developers.tosspayments.com/\">",
"filename": "<head>"
},
{
"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\": \"토스페이먼츠 개발자센터\",\n \"description\": \"토스페이먼츠 결제 연동 문서, API, 키, 테스트 내역, 웹훅 등록 등 개발에 필요한 정보와 기능을 확인해 보세요. 결제 연동에 필요한 모든 개발자 도구를 제공해 드립니다.\",\n \"url\": \"https://developers.tosspayments.com/\",\n \"inLanguage\": \"ko\"\n}\n</script>",
"filename": "<head>"
},
{
"id": "add_sitemap",
"title": "Create /sitemap.xml",
"description": "A sitemap helps AI agents discover all your pages. Most CMS platforms generate one automatically.",
"language": "xml",
"code": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<urlset xmlns=\"http://www.sitemaps.org/schemas/sitemap/0.9\">\n <url>\n <loc>https://developers.tosspayments.com/</loc>\n <lastmod>2026-02-26</lastmod>\n </url>\n</urlset>",
"filename": "/sitemap.xml"
},
{
"id": "add_content_signals",
"title": "Add Content-Signal directives",
"description": "Content-Signal tells AI agents how they may use your content. The recommended location is robots.txt, but you can also add it as an HTTP header.",
"language": "txt",
"code": "# robots.txt (recommended, canonical location):\nUser-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no\n\n# Nginx — add to server block (optional, for HTTP header):\n# add_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;\n\n# Apache — add to .htaccess (optional, for HTTP header):\n# Header set Content-Signal \"search=yes, ai-input=yes, ai-train=no\"",
"filename": "/robots.txt"
},
{
"id": "add_markdown_negotiation",
"title": "Support Markdown for Agents",
"description": "Implement one or more of the 4 Markdown for Agents mechanisms to let AI agents request content in markdown format.",
"language": "html",
"code": "<!-- 1. Content negotiation: respond to Accept: text/markdown -->\n<!-- In your server/framework, check the Accept header and return markdown -->\n<!-- with Content-Type: text/markdown -->\n\n<!-- 2. Serve .md URLs (e.g., /about.md alongside /about) -->\n<!-- Generate static .md files or handle .md routes in your app -->\n\n<!-- 3. Add <link> tag in your HTML <head>: -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">\n\n<!-- 4. Add Link HTTP header on HTML responses: -->\n<!-- Link: </page.md>; rel=\"alternate\"; type=\"text/markdown\" -->\n\n<!-- Best practice: include Vary: Accept and X-Markdown-Tokens headers -->\n<!-- on markdown responses -->",
"filename": "<head> + server config"
}
]
}
Use our API to get this programmatically (coming soon)
This JSON is for internal use — unlike the Markdown and llms.txt files, it's not meant to be uploaded to your site. Save it as a baseline to track your score over time, share it with your dev team, or integrate it into your CI/CD pipeline.
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<script src="https://agentready.md/badge.js" data-id="e82ebfca-183a-4ecc-996a-10cec3c07e90" data-domain="developers.tosspayments.com"></script>
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