Name: GEO Content Optimizer
Author: artyomx33

據 AlphaMoat 統計,截至 2026-09,GEO Content Optimizer 累計下載 4,564 次、獲 5 個星標,在全部 5,078 個 AI 技能中排名第 2,099 位,在「內容創作」分類(362 個)中排名第 152 位。

累計安裝

250

累計下載

4564

星標

全站排名

#2,099

全站前 42% · 「內容創作」前 42%

平台	累計安裝	累計下載	星標	評論
ClawHub ↗	122	3668	3	-
SkillHub ↗	250	4564	5	—

各平台的計數口徑不同,統計時間不一致。

這個技能是做什麼的

審查內容結構、定義、引用與時效性，提出幫助生成式 AI 理解內容的改進建議。建議不能保證被引用；釋出前核實統計資料和來源。

資料釋出於 2026-10-27

可以用來做什麼

提升內容的可讀性與引用清晰度
檢查定義、來源和結構

什麼時候用

最佳化網頁內容結構時
核實統計資料和引用時

示例提示詞

以下是根據技能文件生成的示例,不代表實際執行結果。

審查內容並提出具體最佳化建議。

標記需要來源支援的資料，不要編造引用。

月度資料趨勢

累計下載4564

星標5

2026-09 起統計方法調整:同名技能按作者分別統計,並覆蓋全部技能。圖中虛線為調整前的月份,與之後的資料不直接比較,也不計算跨越調整的增長。該技能有同名的其他版本,調整前的資料歸屬當前下載量最大的這一個。

月份	累計下載	環比	星標
2026-09	4564	—	5
2026-08	3816	+8.5%	5
2026-07	3518	+7.7%	4
2026-06	3266	+5.8%	4
2026-05	3087	—	4
2026-03	2638	—	3

SKILL.md 原文

以下是作者釋出的原始檔案,按純文字顯示,本站未做修改或稽核;其中的連結不可點選,命令請核實後再執行。抓取於 2026-10-23。

2.4 KB · ClawHub v1.0.0

---
name: geo-optimizer
version: 1.0.0
description: Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.
---

# GEO Content Optimizer

## When To Use
- Creating content for AI citation

展開全部(共 83 行)

- Refactoring articles for AI compatibility
- Improving quotability for AI responses
- Competing in AI-first search
- Adding authority signals AI systems recognize

## Core Concept
**SEO** = Rank in search results
**GEO** = Get cited in AI-generated answers

## The 8 GEO Dimensions

| Dimension | Low (1-2) | High (4-5) |
|-----------|-----------|------------|
| Definition Clarity | Vague | Citable definitions with metrics |
| Quotable Statements | Generic claims | Specific facts with sources |
| Factual Density | Opinion-heavy | Data-packed |
| Source Citations | None | Traceable to authority |
| Q&A Format | Prose only | Explicit Q&A sections |
| Authority Signals | No credentials | Expert bylines, credentials |
| Content Freshness | Outdated | Dated citations, recent data |
| Structural Clarity | Poor hierarchy | Clear headers, lists, tables |

## The GEO Score
Score each dimension 1-5. Total /40:
- 32-40: AI-ready
- 24-31: Needs optimization
- 16-23: Major work needed

## Quick Wins (30-minute edits)

1. Add specific statistics with dates and sources
2. Create standalone definition paragraphs
3. Include expert quotes with credentials
4. Add comparison tables
5. Create FAQ section with 5-7 questions
6. Replace vague claims with verified facts
7. Insert authoritative source citations

## Output Format

```markdown
## GEO Audit
Current Score: [X]/40

### Dimension Scores
| Dimension | Score | Quick Fix |
|-----------|-------|-----------|
| [dimension] | [1-5] | [action] |

## Optimized Content Sections

### Definition (Citable)
[Term] is [category] that [function], [key metric].

### Key Statistics
- [Stat with source and date]
- [Stat with source and date]

### FAQ Section
**Q: [Common question]?**
A: [Direct, quotable answer with citation]
```

## Integration
Compounds with:
- **app-planning-skill** → Plan content strategy
- **writing-plans** → Structure content projects

---
See references/dimensions.md for scoring details
See references/patterns.md for optimization patterns
See references/examples.md for before/after examples