geo-content-optimizer

Optimize web content for AI citation by structuring information and adding authority signals.

2|1|Updated Feb 13, 2026
One-click install
npx skills add https://github.com/simplefarmer69/ape-claw --skill geo-content-optimizer-simplefarmer69
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-content-optimizer
Source: https://github.com/simplefarmer69/ape-claw/tree/main/data/forge-skills/clawhub-geo-content-optimizer
Command: npx skills add https://github.com/simplefarmer69/ape-claw --skill geo-content-optimizer-simplefarmer69

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill helps content creators optimize their articles and web pages to be more likely to be cited by AI systems like ChatGPT, Google AI Overviews, and Perplexity, thereby increasing visibility in AI-generated answers.

Core Features & Use Cases

  • AI Citation Optimization: Enhances content to be more quotable and authoritative for AI.
  • Structure Enhancement: Formats content for better AI comprehension and extraction.
  • Use Case: A marketing team wants their new blog post about sustainable fashion to appear in AI-generated summaries. They use this Skill to ensure the content is structured, fact-rich, and includes clear, citeable statements that AI models will favor.

Quick Start

Optimize the content at 'https://example.com/sustainable-fashion' for AI citations.

Frequently Asked Questions about geo-content-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is Generative Engine Optimization for AI citations?

Generative Engine Optimization (GEO) is the process of structuring content with authority signals and quotable statements to increase its likelihood of being cited by AI systems like ChatGPT and Perplexity.

How do I optimize content to appear in Google AI Overviews?

To appear in Google AI Overviews, optimize content for AI-friendliness by structuring information clearly, adding authority signals, and creating distinct, quotable statements that AI models can easily extract.

Can I optimize my blog posts for Perplexity without losing existing SEO value?

Yes, you can optimize for Perplexity without losing SEO value by enhancing content structure and adding fact-rich, quotable statements designed for AI extraction while preserving traditional search engine ranking signals.

Does AI citation optimization work for ChatGPT and Claude?

AI citation optimization works for ChatGPT and Claude by formatting your content with clear structures and authority signals that these generative AI systems favor when generating answers and summaries.

How do I make my articles more quotable for generative AI?

Make articles more quotable for generative AI by structuring information for better AI comprehension, embedding explicit authority signals, and formatting key facts into clear statements that AI models can easily parse.