인증된 AgentReady.md 증명서
발급일 sig: e2bca29b85a296ce 검증 →

분석된 URL

https://vimal-gandhi.vercel.app

측정: 14시간 전

다른 URL 분석

AI-Ready 점수

우수

/ 100

토큰 절감량

HTML 토큰 42.024
Markdown 토큰 263
절감 99%

점수 상세

접근성 100/100
AI 발견 가능성 81/100
구조화 데이터 100/100
시맨틱 HTML 97/100
콘텐츠 효율성 66/100

신흥 프로토콜

6개 중 6개 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
    • resource: https://vimal-gandhi.vercel.app
    • 1 authorization server(s)
  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
    • issuer: https://vimal-gandhi.vercel.app
    • token_endpoint: https://vimal-gandhi.vercel.app/agent/identity
    • 2 grant type(s)
  • MCP Server Card SEP-1649 draft
    /.well-known/mcp/server-card.json
    • name: Vimal Gandhi Public Discovery
    • v1.0.0
    • 2 resource(s)
  • A2A Agent Card A2A v1.0
    /.well-known/agent-card.json
    • name: Vimal Gandhi Portfolio Discovery Agent
    • v1.0.0
    • 3 capabilities
    • 3 skill(s)
  • API Catalog RFC 9727
    /.well-known/api-catalog
    • 1 API(s)
  • Agent Skills index Discovery RFC v0.2.0 draft
    /.well-known/agent-skills/index.json
    • 3 skill(s)
    • Discover development services, Review portfolio projects, Request a project consultation

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

명단에 등록되었습니다! 서비스 출시 시 알려드리겠습니다.

측정 결과 CDN level (Cloudflare) — Content negotiation

이 사이트는 Markdown for Agents를 일부만 지원합니다. 이미 갖춘 방식은 위의 «측정한 내용»에 나열되어 있습니다. 나머지를 추가하면 더 많은 에이전트가 HTML을 파싱하는 대신 markdown을 요청할 수 있어 토큰 사용이 약 80% 줄어듭니다.

구현 방법

  • /page.md처럼 두 번째 URL로 Markdown 쌍둥이를 제공하세요.
  • HTML head에 <link rel="alternate" type="text/markdown" href="…">를 추가하세요.
  • Markdown 버전을 가리키는 Link HTTP 헤더를 추가하세요: Link: <…>; rel="alternate"; type="text/markdown".
코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 Content ratio: 1.0% (1123 content chars / 117741 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
Markdown 토큰: 263
Available for work

From websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.

[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)

Years Experience

Projects Done

Happy Clients

What I Do

Six service lines, one developer — so you're not juggling three vendors to ship one product.

Kind Words

> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”

> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”

> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”

Tell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.

[Let's Talk](https://vimal-gandhi.vercel.app/contact)
Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud

[Skip to content](https://vimal-gandhi.vercel.app/#main-content)

[Gandhi Tech](https://vimal-gandhi.vercel.app/)

[Let's Talk](https://vimal-gandhi.vercel.app/contact)

Available for work# I help startups and businesses launch fast, scalable software without hiring an entire tech team.

From websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.

[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)

0+

Years Experience

0+

Projects Done

0%

Happy Clients

![Vimal Gandhi — full-stack developer specializing in React, Next.js, Shopify, and AWS](https://vimal-gandhi.vercel.app/_next/image?url=%2Fvimal-portrait.jpg&w=3840&q=75)

Full-Stack Developer

Web · Mobile · Cloud

What I Do

## Services I Offer

Six service lines, one developer — so you're not juggling three vendors to ship one product.

### Cloud Infrastructure

Deploy secure infrastructure that scales with your business and stays reliable as you grow.

[Learn more about Cloud Infrastructure](https://vimal-gandhi.vercel.app/services)

### Blockchain & Web3

Build secure Web3 products, smart contracts, and blockchain solutions for modern businesses.

[Learn more about Blockchain & Web3](https://vimal-gandhi.vercel.app/services)

### Web Development

Websites that load fast, rank better on Google, and convert visitors into customers.

[Learn more about Web Development](https://vimal-gandhi.vercel.app/services)

### Mobile App Development

Launch mobile apps that keep customers engaged and support your business growth.

[Learn more about Mobile App Development](https://vimal-gandhi.vercel.app/services)

### Shopify Development

Create high-converting Shopify stores that turn visitors into paying customers.

[Learn more about Shopify Development](https://vimal-gandhi.vercel.app/services)

### WordPress Development

Easy-to-manage WordPress websites optimized for speed, SEO, and lead generation.

[Learn more about WordPress Development](https://vimal-gandhi.vercel.app/services)

Kind Words

## What Clients Say

> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”

> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”

> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”

## Not sure where to start?

Tell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.

[Let's Talk](https://vimal-gandhi.vercel.app/contact)

 [](https://wa.me/919054032122?text=Hello%20Vimal%2C%20I%27d%20like%20to%20discuss%20a%20project. "Chat on WhatsApp")

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
# Vimal Gandhi

> Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale.

## Documentation
- [FAQ](https://vimal-gandhi.vercel.app/faq)

## Main
- [Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud](https://vimal-gandhi.vercel.app): Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that sh…
- [Services](https://vimal-gandhi.vercel.app/services)
- [About](https://vimal-gandhi.vercel.app/about)
- [Gandhi Tech](https://vimal-gandhi.vercel.app/)
- [Portfolio](https://vimal-gandhi.vercel.app/portfolio)
- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml)

## Legal
- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy)
- [Terms](https://vimal-gandhi.vercel.app/terms)

## Support
- [FAQ](https://vimal-gandhi.vercel.app/faq)
- [Contact](https://vimal-gandhi.vercel.app/contact)

전체 llms.txt는 도메인 전체 분석이 필요합니다 (곧 출시)

이 파일을 도메인 루트의 https://vimal-gandhi.vercel.app/llms.txt에 업로드하세요. ChatGPT, Claude, Perplexity 등의 AI 에이전트가 이 파일을 확인하여 사이트 구조를 파악합니다.

이 사이트에는 이미 llms.txt 파일이 있습니다.

유효한 형식
# Vimal Gandhi

> Full-stack developer with 7+ years experience building web apps, mobile products, Shopify stores, WordPress sites, and AWS cloud solutions for startups and businesses worldwide.

## Pages

- [Home](https://vimal-gandhi.vercel.app/): Portfolio homepage — services overview, featured work, and client testimonials
- [Services](https://vimal-gandhi.vercel.app/services): Web, mobile, Shopify, WordPress, AWS cloud, and Web3 development services with pricing guidance
- [Portfolio](https://vimal-gandhi.vercel.app/portfolio): Selected projects across hospitality, e-commerce, finance, and education
- [About](https://vimal-gandhi.vercel.app/about): Background, skills, and experience as a freelance full-stack developer
- [FAQ](https://vimal-gandhi.vercel.app/faq): Pricing, process, timelines, revisions, and working-together answers
- [Contact](https://vimal-gandhi.vercel.app/contact): Book a free discovery call or send a project inquiry

## Agent Discovery

- [Markdown Home](https://vimal-gandhi.vercel.app/index.md): Clean Markdown version of the homepage
- [Auth.md](https://vimal-gandhi.vercel.app/auth.md): Agent registration and authorization instructions
- [API Catalog](https://vimal-gandhi.vercel.app/.well-known/api-catalog): RFC 9727 API catalog
- [A2A Agent Card](https://vimal-gandhi.vercel.app/.well-known/agent-card.json): Agent-to-agent discovery card
- [AI Catalog](https://vimal-gandhi.vercel.app/.well-known/ai-catalog.json): Agentic Resource Discovery manifest
- [MCP Server Card](https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json): MCP discovery metadata

## Optional

- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy): Data collection, analytics, and privacy rights
- [Terms](https://vimal-gandhi.vercel.app/terms): Website use and freelance engagement terms
- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml): Machine-readable list of all public pages

접근성

JavaScript 없이 콘텐츠 이용 가능 (100/100)

Content available without JavaScript

HTML에서 콘텐츠가 빠른 위치에 배치 (100/100)

Main content starts at 9% of HTML

적절한 페이지 크기 (100/100)

Page size: 115KB

AI 발견 가능성

robots.txt가 AI 봇 허용 (100/100)

All major AI search bots allowed

Markdown for Agents 지원 (25/100) Cloudflare CDN
✓ 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) (60/100)
✓ robots.txt ✗ HTTP header ✗ Policy

구조화 데이터

Schema.org / JSON-LD 있음 (100/100)

JSON-LD found: Person, ProfessionalService, WebSite

Open Graph 태그 있음 (100/100)

All OG tags present

메타 설명 있음 (100/100)

Meta description: 155 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 both <article> and <main>

시맨틱 HTML 요소 사용 (83/100)

19 semantic elements, 57 divs (ratio: 25%)

의미 있는 이미지 alt 속성 (100/100)

3/3 images with meaningful alt text

낮은 div 중첩 깊이 (100/100)

Avg div depth: 3.3, max: 6

콘텐츠 효율성

양호한 토큰 감소율 (100/100)

99% token reduction (HTML→Markdown)

양호한 콘텐츠 대 잡음 비율 (0/100)

Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)

적절한 페이지 무게 (80/100)

HTML size: 115KB

최소한의 인라인 스타일 (100/100)

3/420 elements with inline styles (0.7%)

{
  "url": "https://vimal-gandhi.vercel.app",
  "timestamp": 1788340436488,
  "fetch": {
    "mode": "simple",
    "timeMs": 421,
    "htmlSizeBytes": 117741,
    "supportsMarkdown": true,
    "markdownAgents": {
      "contentNegotiation": true,
      "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": "cloudflare",
      "contentNegotiationMediaType": "text/markdown",
      "properMediaType": true
    },
    "statusCode": 200
  },
  "extraction": {
    "title": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud",
    "excerpt": "Hire Vimal Gandhi for web apps, mobile products, Shopify stores, and AWS cloud solutions. 7+ years experience, 120+ projects delivered worldwide.",
    "byline": "Vimal Gandhi",
    "siteName": "Vimal Gandhi",
    "lang": "en",
    "contentLength": 1123,
    "metadata": {
      "description": "Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale.",
      "ogTitle": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud",
      "ogDescription": "Hire Vimal Gandhi for web apps, mobile products, Shopify stores, and AWS cloud solutions. 7+ years experience, 120+ projects delivered worldwide.",
      "ogImage": "https://vimal-gandhi.vercel.app/og-image.jpg",
      "ogType": "website",
      "canonical": "https://vimal-gandhi.vercel.app",
      "lang": "en",
      "schemas": [
        {
          "@type": "Person",
          "@id": "https://vimal-gandhi.vercel.app/#person",
          "name": "Vimal Gandhi",
          "url": "https://vimal-gandhi.vercel.app",
          "jobTitle": "Full-Stack Developer",
          "description": "AI-powered full-stack developer specialising in web, mobile, Shopify, WordPress, Cloud Infrastructure, and Blockchain/Web3.",
          "email": "[email protected]",
          "telephone": "+919054032122",
          "address": {
            "@type": "PostalAddress",
            "addressCountry": "IN",
            "addressLocality": "Remote"
          },
          "sameAs": [
            "https://www.linkedin.com/in/vimal-gandhi-dev",
            "https://github.com/vimal-gandhi-dev"
          ],
          "knowsAbout": [
            "React",
            "Next.js",
            "React Native",
            "Shopify",
            "WordPress",
            "AWS",
            "TypeScript",
            "Solidity",
            "Web3",
            "Blockchain"
          ]
        },
        {
          "@type": "ProfessionalService",
          "@id": "https://vimal-gandhi.vercel.app/#service",
          "name": "Vimal Gandhi — Development Services",
          "url": "https://vimal-gandhi.vercel.app",
          "provider": {
            "@id": "https://vimal-gandhi.vercel.app/#person"
          },
          "email": "[email protected]",
          "telephone": "+919054032122",
          "serviceType": [
            "Web Development",
            "Mobile App Development",
            "Shopify Development",
            "WordPress Development",
            "Cloud Infrastructure",
            "Blockchain & Web3 Development"
          ],
          "areaServed": "Worldwide"
        },
        {
          "@type": "WebSite",
          "@id": "https://vimal-gandhi.vercel.app/#website",
          "url": "https://vimal-gandhi.vercel.app",
          "name": "Vimal Gandhi Portfolio",
          "author": {
            "@id": "https://vimal-gandhi.vercel.app/#person"
          }
        }
      ],
      "robotsMeta": null,
      "author": "Vimal Gandhi",
      "generator": null,
      "markdownAlternateHref": null
    }
  },
  "markdown": "Available for work\n\nFrom websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.\n\n[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\nYears Experience\n\nProjects Done\n\nHappy Clients\n\nWhat I Do\n\nSix service lines, one developer — so you're not juggling three vendors to ship one product.\n\nKind Words\n\n> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”\n\n> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”\n\n> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”\n\nTell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n",
  "fullPageMarkdown": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud\n\n[Skip to content](https://vimal-gandhi.vercel.app/#main-content)\n\n[Gandhi Tech](https://vimal-gandhi.vercel.app/)\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\nAvailable for work# I help startups and businesses launch fast, scalable software without hiring an entire tech team.\n\nFrom websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.\n\n[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\n0+\n\nYears Experience\n\n0+\n\nProjects Done\n\n0%\n\nHappy Clients\n\n![Vimal Gandhi — full-stack developer specializing in React, Next.js, Shopify, and AWS](https://vimal-gandhi.vercel.app/_next/image?url=%2Fvimal-portrait.jpg&w=3840&q=75)\n\nFull-Stack Developer\n\nWeb · Mobile · Cloud\n\nWhat I Do\n\n## Services I Offer\n\nSix service lines, one developer — so you're not juggling three vendors to ship one product.\n\n### Cloud Infrastructure\n\nDeploy secure infrastructure that scales with your business and stays reliable as you grow.\n\n[Learn more about Cloud Infrastructure](https://vimal-gandhi.vercel.app/services)\n\n### Blockchain & Web3\n\nBuild secure Web3 products, smart contracts, and blockchain solutions for modern businesses.\n\n[Learn more about Blockchain & Web3](https://vimal-gandhi.vercel.app/services)\n\n### Web Development\n\nWebsites that load fast, rank better on Google, and convert visitors into customers.\n\n[Learn more about Web Development](https://vimal-gandhi.vercel.app/services)\n\n### Mobile App Development\n\nLaunch mobile apps that keep customers engaged and support your business growth.\n\n[Learn more about Mobile App Development](https://vimal-gandhi.vercel.app/services)\n\n### Shopify Development\n\nCreate high-converting Shopify stores that turn visitors into paying customers.\n\n[Learn more about Shopify Development](https://vimal-gandhi.vercel.app/services)\n\n### WordPress Development\n\nEasy-to-manage WordPress websites optimized for speed, SEO, and lead generation.\n\n[Learn more about WordPress Development](https://vimal-gandhi.vercel.app/services)\n\nKind Words\n\n## What Clients Say\n\n> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”\n\n> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”\n\n> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”\n\n## Not sure where to start?\n\nTell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\n [](https://wa.me/919054032122?text=Hello%20Vimal%2C%20I%27d%20like%20to%20discuss%20a%20project. \"Chat on WhatsApp\")\n",
  "markdownStats": {
    "images": 0,
    "links": 3,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 0
  },
  "tokens": {
    "htmlTokens": 42024,
    "markdownTokens": 263,
    "reduction": 41761,
    "reductionPercent": 99
  },
  "score": {
    "score": 91,
    "grade": "A",
    "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 9% of HTML"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 20,
            "evidence": "plausible",
            "details": "Page size: 115KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 81,
        "weight": 25,
        "grade": "B",
        "checks": {
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 35,
            "evidence": "proven",
            "details": "All major AI search bots allowed"
          },
          "supports_markdown_negotiation": {
            "score": 25,
            "weight": 20,
            "evidence": "plausible",
            "details": "CDN level (Cloudflare) — Content negotiation",
            "mechanisms": {
              "negotiation": true,
              "mdUrl": false,
              "linkTag": false,
              "linkHeader": false
            }
          },
          "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": 60,
            "weight": 10,
            "evidence": "speculative",
            "details": "robots.txt: ai-train=yes, search=yes, ai-input=yes",
            "mechanisms": {
              "robotsTxt": true,
              "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: Person, ProfessionalService, WebSite"
          },
          "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: 155 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": 97,
        "weight": 15,
        "grade": "A",
        "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 both <article> and <main>"
          },
          "semantic_elements": {
            "score": 83,
            "weight": 20,
            "evidence": "plausible",
            "details": "19 semantic elements, 57 divs (ratio: 25%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "evidence": "plausible",
            "details": "3/3 images with meaningful alt text"
          },
          "low_div_nesting": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "Avg div depth: 3.3, max: 6"
          }
        }
      },
      "contentEfficiency": {
        "score": 66,
        "weight": 10,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "evidence": "speculative",
            "details": "99% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 0,
            "weight": 30,
            "evidence": "speculative",
            "details": "Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)"
          },
          "reasonable_page_weight": {
            "score": 80,
            "weight": 20,
            "evidence": "speculative",
            "details": "HTML size: 115KB"
          },
          "minimal_inline_styles": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "3/420 elements with inline styles (0.7%)"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "add_markdown_negotiation",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description_partial",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "howToStepKeys": [
        "rec.add_markdown_negotiation.step.md_url",
        "rec.add_markdown_negotiation.step.link_tag",
        "rec.add_markdown_negotiation.step.link_header"
      ],
      "effort": "significant",
      "estimatedImpact": 3.8,
      "maxImpact": 5,
      "evidence": "plausible",
      "checkScore": 25,
      "checkDetails": "CDN level (Cloudflare) — Content negotiation"
    },
    {
      "id": "improve_content_ratio",
      "priority": "high",
      "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": 3,
      "maxImpact": 3,
      "evidence": "speculative",
      "checkScore": 0,
      "checkDetails": "Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)"
    }
  ],
  "llmsTxtPreview": "# Vimal Gandhi\n\n> Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale.\n\n## Documentation\n- [FAQ](https://vimal-gandhi.vercel.app/faq)\n\n## Main\n- [Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud](https://vimal-gandhi.vercel.app): Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that sh…\n- [Services](https://vimal-gandhi.vercel.app/services)\n- [About](https://vimal-gandhi.vercel.app/about)\n- [Gandhi Tech](https://vimal-gandhi.vercel.app/)\n- [Portfolio](https://vimal-gandhi.vercel.app/portfolio)\n- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml)\n\n## Legal\n- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy)\n- [Terms](https://vimal-gandhi.vercel.app/terms)\n\n## Support\n- [FAQ](https://vimal-gandhi.vercel.app/faq)\n- [Contact](https://vimal-gandhi.vercel.app/contact)\n\n",
  "llmsTxtExisting": "# Vimal Gandhi\n\n> Full-stack developer with 7+ years experience building web apps, mobile products, Shopify stores, WordPress sites, and AWS cloud solutions for startups and businesses worldwide.\n\n## Pages\n\n- [Home](https://vimal-gandhi.vercel.app/): Portfolio homepage — services overview, featured work, and client testimonials\n- [Services](https://vimal-gandhi.vercel.app/services): Web, mobile, Shopify, WordPress, AWS cloud, and Web3 development services with pricing guidance\n- [Portfolio](https://vimal-gandhi.vercel.app/portfolio): Selected projects across hospitality, e-commerce, finance, and education\n- [About](https://vimal-gandhi.vercel.app/about): Background, skills, and experience as a freelance full-stack developer\n- [FAQ](https://vimal-gandhi.vercel.app/faq): Pricing, process, timelines, revisions, and working-together answers\n- [Contact](https://vimal-gandhi.vercel.app/contact): Book a free discovery call or send a project inquiry\n\n## Agent Discovery\n\n- [Markdown Home](https://vimal-gandhi.vercel.app/index.md): Clean Markdown version of the homepage\n- [Auth.md](https://vimal-gandhi.vercel.app/auth.md): Agent registration and authorization instructions\n- [API Catalog](https://vimal-gandhi.vercel.app/.well-known/api-catalog): RFC 9727 API catalog\n- [A2A Agent Card](https://vimal-gandhi.vercel.app/.well-known/agent-card.json): Agent-to-agent discovery card\n- [AI Catalog](https://vimal-gandhi.vercel.app/.well-known/ai-catalog.json): Agentic Resource Discovery manifest\n- [MCP Server Card](https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json): MCP discovery metadata\n\n## Optional\n\n- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy): Data collection, analytics, and privacy rights\n- [Terms](https://vimal-gandhi.vercel.app/terms): Website use and freelance engagement terms\n- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml): Machine-readable list of all public pages",
  "emergingProtocols": {
    "oauthProtectedResource": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/oauth-protected-resource",
      "resource": "https://vimal-gandhi.vercel.app",
      "authorizationServers": [
        "https://vimal-gandhi.vercel.app"
      ],
      "scopesSupported": [
        "public.read",
        "contact.submit"
      ]
    },
    "oauthDiscovery": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/oauth-authorization-server",
      "issuer": "https://vimal-gandhi.vercel.app",
      "authorizationEndpoint": "https://vimal-gandhi.vercel.app/agent/identity/claim",
      "tokenEndpoint": "https://vimal-gandhi.vercel.app/agent/identity",
      "grantTypesSupported": [
        "urn:workos:agent-auth:grant-type:claim",
        "urn:ietf:params:oauth:grant-type:jwt-bearer"
      ],
      "scopesSupported": [
        "public.read",
        "contact.submit"
      ]
    },
    "mcpServerCard": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json",
      "draft": true,
      "name": "Vimal Gandhi Public Discovery",
      "version": "1.0.0",
      "description": "This website does not currently expose an MCP server. Public discovery files and the contact API are available instead.",
      "transport": null,
      "tools": null,
      "resources": 2,
      "prompts": null
    },
    "a2aAgentCard": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/agent-card.json",
      "name": "Vimal Gandhi Portfolio Discovery Agent",
      "version": "1.0.0",
      "description": "Helps agents discover Vimal Gandhi's services, portfolio, FAQ, and contact options.",
      "capabilities": 3,
      "skills": 3,
      "endpoint": "https://vimal-gandhi.vercel.app"
    },
    "apiCatalog": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/api-catalog",
      "contentType": "application/linkset+json; charset=utf-8; profile=\"https://www.rfc-editor.org/info/rfc9727\"",
      "validMediaType": true,
      "apis": 1
    },
    "agentSkills": {
      "exists": true,
      "url": "https://vimal-gandhi.vercel.app/.well-known/agent-skills/index.json",
      "draft": true,
      "schema": null,
      "skills": 3,
      "names": [
        "Discover development services",
        "Review portfolio projects",
        "Request a project consultation"
      ]
    },
    "count": 6,
    "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_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?

Cloudflare에도 무료 스캐너가 있는데, 던지는 질문이 다릅니다. 그쪽은 에이전트가 호출할 수 있도록 사이트가 게시한 것(MCP 서버 카드, Agent Skills, API 카탈로그, DNS 레코드)을 채점합니다. 저희는 에이전트가 콘텐츠에 도달해 읽고 이해할 수 있는지를 채점합니다. 한쪽은 좋고 다른 쪽은 나쁠 수 있으니 두 점수가 다른 것은 당연합니다. 서로 다른 질문에 대한 답이고, 둘 다 알아둘 가치가 있습니다.

Cloudflare로 vimal-gandhi.vercel.app 검사하기

배지 삽입

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

AgentReady.md score for vimal-gandhi.vercel.app
Script 권장
<script src="https://agentready.md/badge.js" data-id="a3b6d1d3-4be1-4026-b069-18dfb7d7b43d" data-domain="vimal-gandhi.vercel.app"></script>
Markdown
[![AgentReady.md score for vimal-gandhi.vercel.app](https://agentready.md/badge/vimal-gandhi.vercel.app.svg)](https://agentready.md/ko/r/vimal-gandhi.vercel.app)

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.