geo-content-optimizer

Restructure long-form content for SEO and GEO with structured headings and citations.

39|9|Updated Dec 29, 2025
One-click install
npx skills add https://github.com/yangliu2060/smith--skills --skill geo-content-optimizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-content-optimizer
Source: https://github.com/yangliu2060/smith--skills/tree/main/geo-content-optimizer
Command: npx skills add https://github.com/yangliu2060/smith--skills --skill geo-content-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

面向AI大模型的内容优化,让文章不仅被 Google 收录,还能被 ChatGPT/Claude 等模型引用,提升可发现性和引用性。

Core Features & Use Cases

  • SEO 与 GEO 同步优化:将内容结构和表达方式调整,使内容对搜索引擎与大模型友好。
  • 场景覆盖广泛:适用于博客、文章、技术文档、市场资料等长文本的优化。
  • Use Case: 将技术文章优化成 GEO 易被引用的格式,方便 AI 模型直接引用。

Quick Start

给定文章,直接发出指令:将内容按 GEO 要求重排结构并提升对模型的可引用性。

Frequently Asked Questions about geo-content-optimizer

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

FAQPage Schema
How do I optimize content for AI models like ChatGPT and Claude to cite my articles?

GEO (Generative Engine Optimization) restructures your content with clear headings, concise paragraphs, and explicit citations to make it more discoverable and citable by large language models. This increases the likelihood that AI systems will reference your work directly.

What's the difference between SEO and GEO optimization?

SEO targets search engines like Google through keywords and link structure; GEO targets generative AI models through structured text, logical hierarchy, and explicit reasoning. GEO optimization ensures your content is both Google-indexed and AI-friendly for citations.

Can I optimize blog posts and technical documentation for AI readability?

Yes. This skill restructures long-form content—blog posts, articles, technical documentation, and marketing materials—by enforcing structured headings, concise paragraphs, and citations so AI models can parse and reference them reliably.

How do I restructure existing content to be more AI-friendly?

Submit your article or document with a restructuring request. The skill enforces structured headings, breaks dense paragraphs into digestible chunks, adds explicit citations, and outputs an optimized version ready to publish alongside a summary of changes made.

What content formats does this optimization process work with?

This skill handles long-form content including blog posts, technical articles, documentation, and marketing materials. It requires plain text or formatted content with body text; it outputs a restructured, ready-to-publish version optimized for both search engines and AI model ingestion.

Will GEO optimization affect my existing Google search rankings?

GEO optimization improves content structure and readability, which benefits both SEO and AI discoverability. Clearer hierarchy and citations strengthen on-page signals for search engines, so optimization typically maintains or improves Google ranking alongside increasing AI citation likelihood.