By artyomx33Updated 2026-05-11geo-optimizer@clawhub_artyomx33/geo-optimizer
SEO
According to AlphaMoat, as of 2026-09, GEO Content Optimizer has 4,564 downloads and 5 stars — ranked #2,099 of 5,078 AI skills overall, and #152 of 362 in Content.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 122 | 3.7K | 3 | - |
| SkillHub ↗ | 250 | 4.6K | 5 | — |
Platforms count differently and update at different times.
Review structure, definitions, citations, and freshness, then suggest improvements that may help generative AI understand content. Suggestions cannot guarantee citation; verify statistics and sources before publication.
Profile published 2026-10-27
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change. Other skills share this name; figures from before the change are attributed to this one, which currently has the most downloads.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 4.6K | — | 5 |
| 2026-08 | 3.8K | +8.5% | 5 |
| 2026-07 | 3.5K | +7.7% | 4 |
| 2026-06 | 3.3K | +5.8% | 4 |
| 2026-05 | 3.1K | — | 4 |
| 2026-03 | 2.6K | — | 3 |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
--- 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
- 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
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Bundle a set of marketing playbooks into one skill and route each request to the module that fits.
Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.