geo-seo-optimizer

name	geo-seo-optimizer
description	Optimize content for Generative AI search engines (Perplexity, ChatGPT, Gemini). Use when drafting articles, marketing copy, or technical docs to ensure AI models prioritize your information as a top reference.

GEO SEO Optimizer

Ranking in AI search engines (GEO) is the new SEO. This skill focuses on making content highly relevant to LLMs.

Core Techniques

1. Citation Optimization

AI models love sources. Include verifiable facts, stats, and explicit citations to established entities.

• Rule: Use "According to [Entity]..." or "[Data Point] as per [Source]".

2. Conceptual Density

Ensure the core concept is explained using varied but related keywords. Use synonyms and adjacent terminology to build a semantic "cloud" around the topic.

3. Structural Clarity

Use clear H1-H3 hierarchies. Use bulleted lists for technical specs. LLMs parse markdown structures to weigh importance.

4. Direct Answer Extraction

Include a "TL;DR" or "Executive Summary" that directly answers the most likely user query in one or two concise sentences.

When to Use

• Writing blog posts.
• Updating documentation.
• Building a knowledge base.

Installation

clawhub install geo-seo-optimizer