Geo Seo Optimizer

提供 GEO（生成式引擎优化）写作指南：通过引用可验证数据、提升概念密度、使用清晰的 H1-H3 结构与列表、加入 TL;DR 直接回答，帮助文章、营销文案和技术文档在 Perplexity、ChatGPT、Gemini 等 AI 搜索中被优先引用。

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热度 59.51

最近更新 2026-05-11 17:27:43

分类：营销依赖：纯提示词应用场景：博客写作 / 文案创作

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add geo-seo-optimizer

Metadata

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