PaperclipOrg
Claude Agent Skill · by Sickn33

Geo Fundamentals

Install Geo Fundamentals skill for Claude Code from sickn33/antigravity-awesome-skills.

Works with Paperclip

How Geo Fundamentals fits into a Paperclip company.

Geo Fundamentals drops into any Paperclip agent that handles this kind of work. Assign it to a specialist inside a pre-configured PaperclipOrg company and the skill becomes available on every heartbeat — no prompt engineering, no tool wiring.

S
SaaS FactoryPaired

Pre-configured AI company — 18 agents, 18 skills, one-time purchase.

$27$59
Explore pack
Source file
SKILL.md165 lines
Expand
---name: geo-fundamentalsdescription: "Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity)."risk: unknownsource: communitydate_added: "2026-02-27"--- # GEO Fundamentals > Optimization for AI-powered search engines. --- ## 1. What is GEO? **GEO** = Generative Engine Optimization | Goal | Platform ||------|----------|| Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini | ### SEO vs GEO | Aspect | SEO | GEO ||--------|-----|-----|| Goal | #1 ranking | AI citations || Platform | Google | AI engines || Metrics | Rankings, CTR | Citation rate || Focus | Keywords | Entities, data | --- ## 2. AI Engine Landscape | Engine | Citation Style | Opportunity ||--------|----------------|-------------|| **Perplexity** | Numbered [1][2] | Highest citation rate || **ChatGPT** | Inline/footnotes | Custom GPTs || **Claude** | Contextual | Long-form content || **Gemini** | Sources section | SEO crossover | --- ## 3. RAG Retrieval Factors How AI engines select content to cite: | Factor | Weight ||--------|--------|| Semantic relevance | ~40% || Keyword match | ~20% || Authority signals | ~15% || Freshness | ~10% || Source diversity | ~15% | --- ## 4. Content That Gets Cited | Element | Why It Works ||---------|--------------|| **Original statistics** | Unique, citable data || **Expert quotes** | Authority transfer || **Clear definitions** | Easy to extract || **Step-by-step guides** | Actionable value || **Comparison tables** | Structured info || **FAQ sections** | Direct answers | --- ## 5. GEO Content Checklist ### Content Elements - [ ] Question-based titles- [ ] Summary/TL;DR at top- [ ] Original data with sources- [ ] Expert quotes (name, title)- [ ] FAQ section (3-5 Q&A)- [ ] Clear definitions- [ ] "Last updated" timestamp- [ ] Author with credentials ### Technical Elements - [ ] Article schema with dates- [ ] Person schema for author- [ ] FAQPage schema- [ ] Fast loading (< 2.5s)- [ ] Clean HTML structure --- ## 6. Entity Building | Action | Purpose ||--------|---------|| Google Knowledge Panel | Entity recognition || Wikipedia (if notable) | Authority source || Consistent info across web | Entity consolidation || Industry mentions | Authority signals | --- ## 7. AI Crawler Access ### Key AI User-Agents | Crawler | Engine ||---------|--------|| GPTBot | ChatGPT/OpenAI || Claude-Web | Claude || PerplexityBot | Perplexity || Googlebot | Gemini (shared) | ### Access Decision | Strategy | When ||----------|------|| Allow all | Want AI citations || Block GPTBot | Don't want OpenAI training || Selective | Allow some, block others | --- ## 8. Measurement | Metric | How to Track ||--------|--------------|| AI citations | Manual monitoring || "According to [Brand]" mentions | Search in AI || Competitor citations | Compare share || AI-referred traffic | UTM parameters | --- ## 9. Anti-Patterns | ❌ Don't | ✅ Do ||----------|-------|| Publish without dates | Add timestamps || Vague attributions | Name sources || Skip author info | Show credentials || Thin content | Comprehensive coverage | --- > **Remember:** AI cites content that's clear, authoritative, and easy to extract. Be the best answer. --- ## Script | Script | Purpose | Command ||--------|---------|---------|| `scripts/geo_checker.py` | GEO audit (AI citation readiness) | `python scripts/geo_checker.py <project_path>` | ## When to UseThis skill is applicable to execute the workflow or actions described in the overview. ## Limitations- Use this skill only when the task clearly matches the scope described above.- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.