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
CODEBLOCK0
GEO SEO 优化器
在AI搜索引擎（GEO）中排名是新的SEO。这项技能专注于使内容与LLM高度相关。
核心技术
1. 引用优化
AI模型喜欢来源。包含可验证的事实、统计数据以及对已建立实体的明确引用。
- - 规则：使用“根据[实体]……”或“依据[来源]的[数据点]”。
2. 概念密度
确保核心概念使用多样但相关的关键词进行解释。使用同义词和相邻术语，围绕主题构建语义“云”。
3. 结构清晰度
使用清晰的H1-H3层级。对技术规格使用项目符号列表。LLM解析Markdown结构以评估重要性。
4. 直接答案提取
包含“TL;DR”或“执行摘要”，用一两句简洁的句子直接回答最可能的用户查询。
使用时机
安装
bash
clawhub install geo-seo-optimizer
