Проанализированный URL
https://developers.tosspayments.com/
Оценка AI-Ready
Плохо
из 100
Экономия токенов
Разбивка оценки
На вашей странице низкое соотношение фактического контента к общему HTML. Большая часть веса страницы приходится на разметку, скрипты или стили, а не на контент.
Как внедрить
Перенесите CSS во внешние таблицы стилей, удалите inline-стили, минимизируйте JavaScript и убедитесь, что HTML сфокусирован на структуре контента.
Ваш сайт не поддерживает Markdown for Agents. Этот стандарт Cloudflare позволяет ИИ-агентам запрашивать контент в формате markdown, сокращая использование токенов на ~80%.
Как внедрить
Реализуйте одно или несколько: (1) Отвечать на Accept: text/markdown контентом в формате markdown. (2) Обслуживать URL с .md (например, /page.md). (3) Добавить теги <link rel="alternate" type="text/markdown">. (4) Добавить HTTP-заголовки Link для обнаружения markdown.
Карта сайта не найдена. Sitemap помогает ИИ-агентам обнаруживать все страницы вашего сайта.
Как внедрить
Создайте /sitemap.xml со списком всех ваших публичных страниц. Большинство CMS-платформ могут генерировать его автоматически.
Директивы Content-Signal не найдены. Они сообщают ИИ-агентам, как можно использовать ваш контент (поисковая индексация, ИИ-ввод, данные для обучения). Рекомендуемое расположение — robots.txt.
Как внедрить
Добавьте Content-Signal в ваш robots.txt: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. Также можно добавить как HTTP-заголовок в markdown-ответах.
Многие элементы имеют атрибуты style. Они создают шум для ИИ-агентов при извлечении контента.
Как внедрить
Перенесите все inline-стили в CSS-классы в вашей таблице стилей. Используйте утилитарные CSS-фреймворки, такие как Tailwind, если вам нужно много уникальных стилей.
Структурированные данные Schema.org не найдены. JSON-LD помогает ИИ-агентам извлекать фактическую, структурированную информацию из ваших страниц.
Как внедрить
Добавьте блок <script type="application/ld+json"> с разметкой Schema.org. Используйте подходящие типы: Article для статей блога, Product для страниц товаров, Organization для страницы компании.
Ваша страница в значительной степени полагается на элементы <div>. Семантические элементы, такие как <section>, <nav>, <header>, <footer> и <aside>, обеспечивают осмысленную структуру для ИИ-агентов.
Как внедрить
Замените общие контейнеры <div> подходящими семантическими элементами. Используйте <section> для тематических групп, <nav> для навигации, <header>/<footer> для верхних и нижних колонтитулов страниц и разделов.
Некоторые изображения не имеют описательного альтернативного текста. Хорошие alt-тексты помогают ИИ-агентам понять содержание и контекст изображений.
Как внедрить
Добавьте описательные атрибуты alt ко всем изображениям. Описывайте то, что показано на изображении, а не просто «изображение» или «фото». Для декоративных изображений используйте alt="" (пустой).
Основной контент появляется поздно в HTML-документе. ИИ-агенты могут придавать больший вес контенту, расположенному в начале.
Как внедрить
Перестройте HTML так, чтобы контент <main> или <article> появлялся перед боковыми панелями и дополнительным контентом.
Канонический URL не найден. Он помогает ИИ-агентам определить предпочтительную версию страницы и избежать дублирования контента.
Как внедрить
Добавьте тег <link rel="canonical" href="..."> с каноническим URL страницы.
## 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)
Загрузите этот файл как /index.md на ваш сервер, чтобы ИИ-агенты могли получить доступ к чистой версии вашей страницы. Вы также можете настроить согласование контента Accept: text/markdown для автоматической отдачи.
Наша рекомендация
# 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)
Полный llms.txt требует анализа всего домена (скоро появится)
Загрузите этот файл по адресу https://developers.tosspayments.com/llms.txt в корень вашего домена. ИИ-агенты, такие как ChatGPT, Claude и Perplexity, проверяют этот файл для понимания структуры вашего сайта.
На этом сайте уже есть файл llms.txt.
Некорректный формат — должен начинаться с заголовка # и содержать осмысленный контент<!DOCTYPE html><html lang="ko"><head><meta charSet="utf-8" data-next-head=""/><title data-next-head="">토스페이먼츠 개발자센터</title><meta name="robots" content="index,follow" data-next-head=""/><meta name="description" content="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." data-next-head=""/><meta property="og:title" content="토스페이먼츠 개발자센터" data-next-head=""/><meta property="og:description" content="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." data-next-head=""/><meta property="og:image" content="https://static.tosspayments.com/public/permanent/service/homepage-tosspayments-com/ogimg/devs-og.png" data-next-head=""/><meta property="og:image:alt" content="토스페이먼츠 개발자센터" data-next-head=""/><meta property="og:image:width" content="780" data-next-head=""/><meta property="og:image:height" content="390" data-next-head=""/><link rel="shortcut icon" href="https://static.toss.im/tds/favicon/favicon.ico" data-next-head=""/><link rel="icon" type="image/png" sizes="16x16" href="https://static.toss.im/tds/favicon/favicon-16x16.png" data-next-head=""/><link rel="icon" type="image/png" sizes="32x32" href="https://static.toss.im/tds/favicon/favicon-32x32.png" data-next-head=""/><link rel="icon" type="image/png" sizes="48x48" href="https://static.toss.im/tds/favicon/favicon-48x48.png" data-next-head=""/><link rel="icon" type="image/png" sizes="196x196" href="https://static.toss.im/tds/favicon/favicon-196x196.png" data-next-head=""/><link rel="apple-touch-icon" type="image/png" sizes="72x72" href="https://static.toss.im/tds/favicon/apple-touch-icon-72x72.png" data-next-head=""/><link rel="apple-touch-icon" type="image/png" sizes="114x114" href="https://static.toss.im/tds/favicon/apple-touch-icon-114x114.png" data-next-head=""/><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="https://static.toss.im/tds/favicon/apple-touch-icon-120x120.png" data-next-head=""/><link rel="apple-touch-icon" type="image/png" sizes="144x144" href="https://static.toss.im/tds/favicon/apple-touch-icon-144x144.png" data-next-head=""/><link rel="apple-touch-icon" type="image/png" sizes="152x152" href="https://static.toss.im/tds/favicon/apple-touch-icon-152x152.png" data-next-head=""/><meta name="viewport" content="width=device-width, user-scalable=no, initial-scale=1.0, maximum-scale=1.0, minimum-scale=1.0, viewport-fit=cover" data-next-head=""/><script>if(/MSIE|Trident.*rv:/.test(navigator.userAgent)){window.location.href = 'microsoft-edge:' + window.location.href;setTimeout(function() {window.location.href = 'https://www.tosspayments.com/static/ie.html'}, 1);}</script><link rel="preconnect" href="https://static.toss.im"/><link rel="preconnect" href="https://static.tosspayments.com"/><link rel="preconnect" href="https://assets-fe.toss.im"/><link rel="preconnect" href="https://polyfill-fe.toss.im"/><link rel="stylesheet" href="https://static.toss.im/tps/others-swap.css" media="print"/><script>document.addEventListener('DOMContentLoaded', function() {
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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"
}
]
}
Используйте наш API для программного получения данных (скоро появится)
Этот JSON предназначен для внутреннего использования — в отличие от файлов Markdown и llms.txt, его не нужно загружать на ваш сайт. Сохраните его как базовый показатель для отслеживания оценки со временем, поделитесь с командой разработчиков или интегрируйте в ваш CI/CD-конвейер.
Встройте ваш бейдж
Добавьте этот бейдж на ваш сайт. Он обновляется автоматически при изменении вашей оценки ИИ-готовности.
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Скоро: Полный анализ домена
Сканируйте весь домен, генерируйте llms.txt и отслеживайте оценку ИИ-готовности со временем. Присоединяйтесь к списку ожидания.