name: seo-geo-optimizer description: Strategic Framework for SEO and GEO Optimization. Use this skill to audit, optimize, and future-proof the codebase for both traditional Search Engine Optimization (SEO) and Generative Engine Optimization (GEO).

SEO/GEO Optimizer Skill

This skill provides a comprehensive framework for optimizing web applications for both traditional search engines (SEO) and modern retrieval-augmented generation (RAG) systems (GEO). It ensures content is discoverable, performant, and authoritative.

Capabilities

1. GEO/LLM Sovereignty (Priority)

• Generate llms.txt: Create a curated map of high-signal content for LLMs.
• Generate ai.txt: Define behavioral requirements and citation preferences for AI agents.
• Inspect robots.txt: Ensure it's not blocking AI crawlers unnecessarily (or is blocking them if desired).

2. Technical SEO & Core Web Vitals

• Audit Performance: Check for LCP, INP, and CLS optimization opportunities.
• Mobile-First Validation: Ensure responsive design is implemented correctly.
• Semantic HTML: Enforce proper heading hierarchy (H1-H6) and semantic tags (<article>, <section>, <nav>).

3. E-E-A-T & Content Architecture

• Entity Markup: Verify implementation of JSON-LD schema (Article, FAQPage, Author).
• Author Identity: Ensure clear authorship attribution and credentials are present.
• Content Structure:
  • Direct Answer Formatting: Definitions in first 2 sentences.
  • Question-Based Subheadings: Match natural language queries.
  • Modular Information Units: Short paragraphs (3-4 lines) for easy parsing.

Usage Instructions

Routine Optimization

When working on any frontend feature or page, run the following mental checklist or ask this skill to verify:

1. Is the semantic structure clear?
2. Are there unique IDs for efficient fragment retrieval?
3. Is the content "answer-ready" for an LLM?

Specific Actions

Generate LLM Files

To generate or update the llms.txt or ai.txt files:

1. Read the template from resources/llms-template.txt or resources/ai-template.txt.
2. Customize it for the current project (extracting routes, site name, description).
3. Write the file to the project root.

Audit Core Web Vitals

1. Review index.css or component styles for performance anti-patterns (e.g., non-content-visibility, massive layout shifts).
2. Suggest optimizations using next/image or lazy loading.

Resources

• resources/llms-template.txt: Template for the llms.txt file.
• resources/ai-template.txt: Template for the ai.txt file.

Strategic Framework Reference

(Based on "Strategic Framework for SEO and GEO Optimization 2025-2026")

• GEO Goal: Integration and citation in synthesized AI answers.
• Success Metric: Citation frequency and branded search spikes.
• Mechanism: Semantic retrieval and RAG synthesis.
• Key Insight: 97% of citations in AI Overviews come from top 20 organic results. SEO is the foundation for GEO.