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Get Started Free →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.
.claude/skills/sundial-org-geo-optimizer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -25% | 0% |
SEO = Rank in search results GEO = Get cited in AI-generated answers
| 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| Explicit Q&A sections | | Authority Signals | No credentials | Expert bylines, credentials | | Content Freshness | Outdated | Dated citations, recent data | | Structural Clarity | Poor hierarchy | Clear headers, lists, tables |
Score each dimension 1-5. Total /40:
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]
Compounds with:
See references/dimensions.md for scoring details See references/patterns.md for optimization patterns See references/examples.md for before/after examples
Other measured skills in the registry, with their headline benchmark lift.