Skills GEO Optimizer Lite
Free version — audit your content for AI search citability with the GEO Scorecard. Covers 4 of 8 dimensions.
git clone https://github.com/openclaw/skills
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/apex-stack-ai/geo-optimizer-lite" ~/.claude/skills/openclaw-skills-geo-optimizer-lite && rm -rf "$T"
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/apex-stack-ai/geo-optimizer-lite" ~/.openclaw/skills/openclaw-skills-geo-optimizer-lite && rm -rf "$T"
skills/apex-stack-ai/geo-optimizer-lite/SKILL.mdGEO Optimizer Lite
Audit your content for AI search engine citability. Score pages on how likely Perplexity, ChatGPT, Google AI Overviews, and Bing Copilot are to cite them.
Want the full audit? GEO Optimizer (Full) includes all 8 scoring dimensions, schema template library, competitive GEO analysis, rewrite suggestions, and multi-page batch auditing.
What Is GEO?
Generative Engine Optimization (GEO) is the practice of optimizing content so AI search engines cite it in their responses. Traditional SEO gets you into Google's index. GEO gets you cited by AI.
How to Use
- Provide a URL or paste content
- I score it on 4 GEO dimensions
- You get a scorecard with specific improvement actions
GEO Scorecard (Lite — 4 of 8 Dimensions)
| Dimension | What It Measures | Score |
|---|---|---|
| Factual Density | Data points, statistics, specific claims per paragraph | /10 |
| Source Attribution | Citations, references, methodology transparency | /10 |
| Structured Format | Headers, lists, tables that AI can parse | /10 |
| Direct Answers | Does the content directly answer searchable questions? | /10 |
Total GEO Score: /40 (Lite) or /80 (Full)
Scoring Guide
- 32-40: Excellent — high citability
- 24-31: Good — minor improvements needed
- 16-23: Fair — significant gaps
- Below 16: Poor — major rewrite recommended
Full Version Adds
- Entity Coverage (named entities AI recognizes)
- Freshness Signals (dates, recency indicators)
- Authority Markers (credentials, expertise signals)
- Technical Accessibility (schema, meta, page speed)
- Competitive GEO comparison
- Rewrite suggestions per dimension
Built by Apex Stack — from real experience optimizing 100K+ pages for AI search.