geo-content-optimizer

This skill should be used when the user asks to "optimize for AI", "get cited by ChatGPT", "appear in AI answers", "GEO optimization", "generative engine optimization", "Google AI Overview optimization", "get mentioned by Perplexity AI", "appear in Gemini answers", "AI does not mention my brand", "make content AI-quotable", or "increase AI citation frequency". Optimizes content to increase citation frequency across AI systems: ChatGPT (Browse), Claude, Perplexity AI, Google AI Overviews, and Google Gemini. Adds quotable statements, structured Q&A, precise statistics with sources, expert attribution, and FAQ schema. Uses CORE-EEAT GEO-First items (C02, C09, O03, R01–R05, E01) as optimization targets. Produces a GEO score, rewritten content sections, and a citation-optimization checklist. For SEO-focused writing, see seo-content-writer. For entity and brand AI presence, see entity-optimizer.

설치로 이동

저장소: javimosch/open-claw-skills
최근 소스 활동: 2026년 6월 6일 19:20
감지된 SKILL.md 언어: 영어
스타: 0
포크: 1

설치 방법

기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.

npx skills add https://github.com/javimosch/open-claw-skills --skill geo-content-optimizer

명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.

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이 저장소의 모든 Skills 보기

name	geo-content-optimizer
version	3.0.0
description	This skill should be used when the user asks to "optimize for AI", "get cited by ChatGPT", "appear in AI answers", "GEO optimization", "generative engine optimization", "Google AI Overview optimization", "get mentioned by Perplexity AI", "appear in Gemini answers", "AI does not mention my brand", "make content AI-quotable", or "increase AI citation frequency". Optimizes content to increase citation frequency across AI systems: ChatGPT (Browse), Claude, Perplexity AI, Google AI Overviews, and Google Gemini. Adds quotable statements, structured Q&A, precise statistics with sources, expert attribution, and FAQ schema. Uses CORE-EEAT GEO-First items (C02, C09, O03, R01–R05, E01) as optimization targets. Produces a GEO score, rewritten content sections, and a citation-optimization checklist. For SEO-focused writing, see seo-content-writer. For entity and brand AI presence, see entity-optimizer.
license	Apache-2.0
compatibility	Claude Code ≥1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. No system packages required. Optional: MCP network access for SEO tool integrations.
metadata	{"author":"aaron-he-zhu","version":"3.0.0","geo-relevance":"high","tags":["geo","ai-citations","chatgpt","perplexity-ai","google-ai-overview","gemini","llm-citations","generative-engine-optimization","ai-overview-optimization","quotable-content"],"triggers":["optimize for AI","get cited by ChatGPT","AI optimization","appear in AI answers","GEO optimization","AI-friendly content","LLM citations","get cited by AI","show up in ChatGPT answers","AI doesn't mention my brand","make content AI-quotable"]}

GEO Content Optimizer

SEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills

Browse all 20 skills

Research · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis

Build · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator

Optimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher

Monitor · rank-tracker · backlink-analyzer · performance-reporter · alert-manager

Cross-cutting · content-quality-auditor · domain-authority-auditor · entity-optimizer · memory-management

### CORE-EEAT GEO-First Targets These items have the highest impact on AI engine citation. Use as optimization checklist: **Top 6 Priority Items**: | Rank | ID | Standard | Why It Matters | |------|----|----------|---------------| | 1 | C02 | Direct Answer in first 150 words | All engines extract from first paragraph | | 2 | C09 | Structured FAQ with Schema | Directly matches AI follow-up queries | | 3 | O03 | Data in tables, not prose | Most extractable structured format | | 4 | O05 | JSON-LD Schema Markup | Helps AI understand content type | | 5 | E01 | Original first-party data | AI prefers exclusive, verifiable sources | | 6 | O02 | Key Takeaways / Summary Box | First choice for AI summary citations | **All GEO-First Items** (optimize for all when possible): C02, C04, C05, C07, C08, C09 | O02, O03, O04, O05, O06, O09 R01, R02, R03, R04, R05, R07, R09 | E01, E02, E03, E04, E06, E08, E09, E10 Exp10 | Ept05, Ept08 | A08 **AI Engine Preferences**: | Engine | Priority Items | |--------|----------------| | Google AI Overview | C02, O03, O05, C09 | | ChatGPT Browse | C02, R01, R02, E01 | | Perplexity AI | E01, R03, R05, Ept05 | | Claude | R04, Ept08, Exp10, R03 | _Full benchmark: [references/core-eeat-benchmark.md](../../references/core-eeat-benchmark.md)_

## GEO Analysis: [Content Title] ### Current State Assessment | GEO Factor | Current Score (1-10) | Notes | |------------|---------------------|-------| | Clear definitions | [X] | [notes] | | Quotable statements | [X] | [notes] | | Factual density | [X] | [notes] | | Source citations | [X] | [notes] | | Q&A format | [X] | [notes] | | Authority signals | [X] | [notes] | | Content freshness | [X] | [notes] | | Structure clarity | [X] | [notes] | | **GEO Readiness** | **[avg]/10** | **Average across factors** | **Primary Weaknesses**: 1. [Weakness 1] 2. [Weakness 2] 3. [Weakness 3] **Quick Wins**: 1. [Quick improvement 1] 2. [Quick improvement 2]

## GEO Optimization Report ### Changes Made **Definitions Added/Improved**: 1. [Definition 1] - [location in content] 2. [Definition 2] - [location in content] **Quotable Statements Created**: 1. "[Statement 1]" 2. "[Statement 2]" **Authority Signals Added**: 1. [Expert quote/citation] 2. [Source attribution] **Structural Improvements**: 1. [Change 1] 2. [Change 2] ### Before/After GEO Score | GEO Factor | Before (1-10) | After (1-10) | Change | |------------|---------------|--------------|--------| | Clear definitions | [X] | [X] | +[X] | | Quotable statements | [X] | [X] | +[X] | | Factual density | [X] | [X] | +[X] | | Source citations | [X] | [X] | +[X] | | Q&A format | [X] | [X] | +[X] | | Authority signals | [X] | [X] | +[X] | | **Overall GEO Score** | **[avg]/10** | **[avg]/10** | **+[X]** | ### AI Query Coverage This content is now optimized to answer: - "What is [topic]?" ✅ - "How does [topic] work?" ✅ - "Why is [topic] important?" ✅ - "[Topic] vs [alternative]" ✅ - "Best [topic] for [use case]" ✅

### CORE-EEAT GEO Post-Optimization Check | ID | Standard | Status | Notes | |----|----------|--------|-------| | C02 | Direct Answer in first 150 words | ✅/⚠️/❌ | [notes] | | C04 | Key terms defined on first use | ✅/⚠️/❌ | [notes] | | C09 | Structured FAQ with Schema | ✅/⚠️/❌ | [notes] | | O02 | Summary Box / Key Takeaways | ✅/⚠️/❌ | [notes] | | O03 | Comparisons in tables | ✅/⚠️/❌ | [notes] | | O05 | JSON-LD Schema Markup | ✅/⚠️/❌ | [notes] | | O06 | Section chunking (3–5 sentences) | ✅/⚠️/❌ | [notes] | | R01 | ≥5 precise data points with units | ✅/⚠️/❌ | [notes] | | R02 | ≥1 citation per 500 words | ✅/⚠️/❌ | [notes] | | R04 | Claims backed by evidence | ✅/⚠️/❌ | [notes] | | R07 | Full entity names | ✅/⚠️/❌ | [notes] | | E01 | Original first-party data | ✅/⚠️/❌ | [notes] | | Exp10 | Limitations acknowledged | ✅/⚠️/❌ | [notes] | | Ept08 | Reasoning transparency | ✅/⚠️/❌ | [notes] | **Items Needing Attention**: [list any ⚠️/❌ items] _For full 80-item audit, use [content-quality-auditor](../../cross-cutting/content-quality-auditor/)_

geo-content-optimizer

설치 방법

소스 파일 검토

GEO Content Optimizer

GEO Content Optimizer

When to Use This Skill

What This Skill Does

How to Use

Optimize Existing Content

Create GEO-Optimized Content

GEO Audit

Data Sources

Instructions

Validation Checkpoints

Input Validation

Output Validation

Example

GEO Optimization Checklist

Tips for Success

Reference Materials

Related Skills

geo-content-optimizer

소스 정보

설치 방법

소스 파일 검토

이 저장소의 다른 Skills

이 저장소의 다른 Skills

GEO Content Optimizer

GEO Content Optimizer

When to Use This Skill

What This Skill Does

How to Use

Optimize Existing Content

Create GEO-Optimized Content

GEO Audit

Data Sources

Instructions

Validation Checkpoints

Input Validation

Output Validation

Example

GEO Optimization Checklist

Tips for Success

Reference Materials

Related Skills