How to Optimize Multiple Documents for AEO and LLM Consumption (Using Cursor & Claude Skills)

This guide documents the workflow for batch-processing multiple documents to optimize them for Answer Engine Optimization (AEO) and LLM consumption while preserving all technical details.

1- Title Optimization

Transform titles from:

• Generic or internal naming conventions. Example: "Script. YC - Prompt Engineering Best Practices", to AEO-friendly, searchable titles
  

When optimizing each document, apply these principles:

• Include primary keywords.
• Use natural language people would search. Example: "Prompt Engineering Best Practices: Complete Guide from Y Combinator"
  

2- Content Structure Optimization

Apply these structural improvements:

• Clear hierarchical headings (H1, H2, H3)
• Well-organized sections with logical flow
• Markdown formatting for better readability
• Consistent formatting throughout

3. Content Preservation Rules

DO NOT remove:

• Code blocks (preserve exact formatting)
• Terminal commands (keep bash/shell commands intact)
• JSON configurations (maintain exact structure)
• Prompts and examples (keep all original prompts)
• Technical specifications (preserve all details)
• API endpoints and URLs (keep all links)
  

DO optimize:

• How content is written and structured
• Title for searchability
• Section organization
• Formatting for LLM consumption
• Clarity and readability
  

Optimization Checklist

For each document:

• Extract content from source file (convert .docx to text if needed)
• Optimize title for SEO/searchability
• Structure content with clear headings
• Preserve all code blocks, commands, and technical details
• Improve formatting for LLM readability
• Add consistent markdown structure
• Save to target folder with SEO-friendly filename
• Verify all original content is preserved

Key Principles:

• Process individually - One file at a time, complete before moving to next
• Preserve everything - Never remove technical details, code, or prompts
• Optimize structure - Improve how content is organized and presented
• SEO-friendly titles - Make titles searchable and descriptive
• LLM-optimized formatting - Use clear markdown structure for better AI consumption
  

Workflow Summary

Identify files - Find all files starting with "script" in Downloads folder

Sort by date - Process most recent files first

Extract content - Convert .docx to text format

Optimize individually - Apply AEO principles to each file

Save optimized version - Store in target folder with AEO-friendly name

• Repeat - Continue until all files are processed
  
  Example Transformation
  Before:
  - Title: "Nano Banana"
  - Structure: Plain text, minimal formatting
  - File: .docx format
  After:
  - Title: "Nano Banana AI Image Generation: Complete Marketing Playbook for Brand Transformation"
  - Structure: Clear markdown with headings, sections, and organized content
  - File: .md format with SEO-friendly filename
  - Content: All original details preserved, better organized
  
  
  Notes
  - Always preserve technical accuracy
  - Maintain all code examples exactly as written
  - Keep all prompts and configurations intact
  - Focus on structure and clarity, not content reduction
  - Optimize for both human readers and LLM consumption

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