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効率的なプロンプト設計で、AIが最適なLPをサクッと生成

以下のツイートがとても有用だったので、自分用にまとめました。


まず上の図解をClaudeでYAML化:

landing_page_sections:
  navbar:
    description: Make navigation simple and clear
    elements:
      - Solutions
      - Benefits
      - How it Works
      - Integrations
      - FAQs
      - Pricing
    requirements: Keep main CTA always visible

  hero_section:
    elements:
      - headline: "[Desired Outcome] - [Objection]"
      - subheading: "Expand on what makes your product special"
      - visual_element: Product demo or visual
    requirements: Show outcome and handle objections upfront

  social_proof:
    description: Build trust
    elements:
      - logos
      - testimonials
      - customer_results
      - real_results_highlights

  use_cases:
    description: Explain product solutions
    subsections:
      - use_case_1
      - use_case_2
      - use_case_3
    requirements: Keep focused on audience needs

  pain_points:
    description: Highlight audience challenges
    subsections:
      - pain_point_1
      - pain_point_2
      - pain_point_3
    requirements: Show how product solves problems

  why_us:
    description: Show product advantages
    elements:
      - heading_1
      - heading_2
      - heading_3
    requirements: Use simple, clear reasons for superiority

  how_it_works:
    description: Break down product functionality
    requirements:
      - 3-5 easy steps
      - Simple visuals or icons
      - Easy to understand explanation

  benefits:
    description: Focus on key product features
    requirements:
      - Highlight 3-4 key features
      - Explain problem-solving aspects
      - Show how it makes life easier

  pricing:
    structure:
      base:
        price: $9/mo
        features:
          - Feature 1
          - Feature 2
          - Feature 3
      pro:
        price: $29/mo
        features:
          - Feature 1
          - Feature 2
          - Feature 3
          - Feature 4
      enterprise:
        price: $99/mo
    requirements: Clear plan comparison with CTAs

  testimonials:
    description: Show customer success stories
    requirements:
      - Real photos
      - Actual results
      - Personal and relatable content

  ctv:
    description: Call-To-Value
    requirements:
      - Action-driven CTAs
      - Clear benefit statement
      - Examples: "Try for Free", "Book a Demo"
      - Include value proposition (e.g., "Save 10+ hours a week")

  faqs:
    description: Answer common questions
    focus_areas:
      - Pricing
      - Setup
      - Features
    requirements: Simple, clear answers

  footer:
    elements:
      - Features
      - Pricing
      - How it Works
      - FAQs
      - Social media links
      - Trust elements
    requirements:
      - Terms and privacy links
      - Contact information
      - Security badges
      - Certifications

次に上のyamlにデザインと架空サービスの要件を少し加えて再生成:

# Previous theme and styling sections remain identical...

landing_page:
  # Theme section remains identical...

  sections:
    navbar:
      # Style section remains identical...
      logo: "AIPM7"
      elements:
        - Solutions
        - Features
        - Pricing
        - Documentation
        - FAQs
      cta:
        text: "Start Free Trial"
        # Style remains identical...

    hero:
      # Style section remains identical...
      content:
        headline: "7 AI Agents Powering Your AI Product Development"
        subheading: "Streamline Your Entire AI Product Lifecycle from Ideation to Deployment"
        cta:
          primary:
            text: "Start 14-Day Free Trial"
          secondary:
            text: "Watch Demo"
        visual:
          type: "interactive_demo"
          description: "Interactive animation showing 7 AI agents collaboration"

    social_proof:
      # Style section remains identical...
      content:
        logos:
          - "Client Company Logos"
        metrics:
          - value: "300+"
            label: "Projects Supported"
          - value: "40%"
            label: "Faster Development"
          - value: "60%"
            label: "Cost Reduction"

    features:
      # Style section remains identical...
      content:
        headline: "Meet Our 7 Specialized AI Agents"
        agents:
          orchestrator:
            name: "OrchestratorAI"
            icon: "network"
            description: "Coordinates Tasks and Progress Management"
            features:
              - "Automated Task Distribution"
              - "Progress Monitoring"
          ideation:
            name: "IdeationAI"
            icon: "lightbulb"
            description: "Product Ideation and Initial Planning"
            features:
              - "Market Analysis"
              - "Idea Validation"
          tech_advisor:
            name: "TechAdvisorAI"
            icon: "code"
            description: "Technology Stack Selection and Architecture"
            features:
              - "Optimal Tech Recommendations"
              - "Architecture Design"
          data_strategist:
            name: "DataStrategistAI"
            icon: "database"
            description: "Data Strategy and Preprocessing"
            features:
              - "Data Requirements Definition"
              - "Preprocessing Pipeline Design"
          model_builder:
            name: "ModelBuilderAI"
            icon: "brain"
            description: "Model Design, Training, and Evaluation"
            features:
              - "Model Architecture Design"
              - "Training Process Optimization"
          biz_insight:
            name: "BizInsightAI"
            icon: "graph"
            description: "Profitability Analysis and Business Strategy"
            features:
              - "Market Viability Assessment"
              - "Revenue Model Development"
          deployment:
            name: "DeploymentAI"
            icon: "cloud"
            description: "Deployment and Operations Management"
            features:
              - "Automated Deployment Setup"
              - "Performance Monitoring"

    tech_stack:
      # Style section remains identical...
      content:
        headline: "Built with Cutting-Edge Technology"
        stack_groups:
          backend:
            title: "Backend"
            items:
              - "Python (FastAPI)"
              - "Uvicorn"
              - "MongoDB"
              - "AWS Elastic Beanstalk"
          frontend:
            title: "Frontend"
            items:
              - "Next.js"
              - "TypeScript"
              - "Tailwind CSS"
          ai:
            title: "AI/ML"
            items:
              - "OpenAI API (GPT-4-mini)"
              - "PydanticAI"

    pricing:
      # Style section remains identical...
      plans:
        starter:
          name: "Starter"
          price: "$99/month"
          features:
            - "Access to 3 AI Agents"
            - "100 Monthly Requests"
            - "Basic Support"
          cta: "Start Free"
        professional:
          name: "Professional"
          price: "$299/month"
          highlight: true
          features:
            - "Access to All 7 AI Agents"
            - "1000 Monthly Requests"
            - "Priority Support"
            - "Customization Options"
          cta: "Start 14-Day Trial"
        enterprise:
          name: "Enterprise"
          price: "Contact Us"
          features:
            - "Unlimited Requests"
            - "Dedicated Support Manager"
            - "On-premises Deployment"
            - "SLA Guarantee"
          cta: "Contact Sales"

    testimonials:
      # Style section remains identical...
      content:
        - quote: "Reduced development time by two-thirds"
          author: "CTO"
          company: "Tech Innovators Inc."
        - quote: "Incredibly user-friendly for non-engineers"
          author: "Product Manager"
          company: "Future Systems Corp."
        - quote: "Significantly reduced operational costs"
          author: "Development Lead"
          company: "Cloud Solutions Ltd."

    cta_section:
      # Style section remains identical...
      content:
        headline: "Start Building Your AI Product Today"
        subheading: "Experience the Power of AIPM7 with a 14-Day Free Trial"
        buttons:
          primary:
            text: "Start Free Trial"
          secondary:
            text: "Schedule Demo"

    faq:
      # Style section remains identical...
      questions:
        - question: "Do I need technical expertise to use AIPM7?"
          answer: "No, our intuitive UI and 7 AI agents guide you through the entire process"
        - question: "Can I integrate AIPM7 with existing projects?"
          answer: "Yes, we support gradual integration and provide assistance with existing system integration"
        - question: "Is customization possible?"
          answer: "Yes, customization options are available with Professional and Enterprise plans"

    footer:
      # Style section remains identical...
      content:
        links:
          product:
            - Documentation
            - API Reference
            - Pricing
            - Blog
          company:
            - About
            - Careers
            - Contact
          legal:
            - Terms of Service
            - Privacy Policy
            - Security
        social:
          - type: "github"
            url: "#"
          - type: "twitter"
            url: "#"
          - type: "linkedin"
            url: "#"
        certifications:
          - "SOC2 Type II"
          - "ISO 27001"

  # Remaining sections (interactions, responsive, accessibility) remain identical...

最後に、Cursorで上のYAMLプロンプトをもとに仕様書.mdを生成し、Agentにこの仕様書に従ってLPを生成してもらう。

そして微調整を加えた結果が、以下のページです。


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