OpenSmartRoute

geo-fundamentals - Skill - OpenSmartRoute

Skillv1.0.0

geo-fundamentals

Name: geo-fundamentals
Author: woodartcrafts

--- name: geo-fundamentals description: 'Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).' --- # GEO Fundamentals

by woodartcrafts(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

See reviews

About

Imported from woodartcrafts/apartmanweb (.github/skills/geo-fundamentals/SKILL.md). Install upstream with npx skills add woodartcrafts/apartmanweb --skill geo-fundamentals. Copyright stays with the author.

--- name: geo-fundamentals description: 'Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).'

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

Technical Elements

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>`

Installed into a catalogue, chosen by a router

Install geo-fundamentals and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

Photo: RDNE Stock project

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

woodartcrafts-apartmanweb-geo-fundamentals.ocm.jsonjson

{
  "ocm": "1",
  "id": "woodartcrafts-apartmanweb-geo-fundamentals",
  "kind": "skill",
  "name": "geo-fundamentals",
  "description": "--- name: geo-fundamentals description: 'Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).' --- # GEO Fundamentals",
  "publisher": "woodartcrafts",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "--- name: geo-fundamentals description: 'Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).' --- # GEO Fundamentals"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/woodartcrafts/apartmanweb",
      "path": ".github/skills/geo-fundamentals/SKILL.md",
      "ref": "9c8e58a63ba78958455a325cb4e3578fcfa10722",
      "url": "https://github.com/woodartcrafts/apartmanweb/blob/9c8e58a63ba78958455a325cb4e3578fcfa10722/.github/skills/geo-fundamentals/SKILL.md",
      "key": "woodartcrafts/apartmanweb/.github/skills/geo-fundamentals/SKILL.md"
    }
  },
  "instructions": "---\nname: geo-fundamentals\ndescription: 'Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).'\n---\n# GEO Fundamentals\n\n> Optimization for AI-powered search engines.\n\n---\n\n## 1. What is GEO?\n\n**GEO** = Generative Engine Optimization\n\n| Goal | Platform |\n|------|----------|\n| Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini |\n\n### SEO vs GEO\n\n| Aspect | SEO | GEO |\n|--------|-----|-----|\n| Goal | #1 ranking | AI citations |\n| Platform | Google | AI engines |\n| Metrics | Rankings, CTR | Citation rate |\n| Focus | Keywords | Entities, data |\n\n---\n\n## 2.",
  "cost": {
    "context_tokens": 852
  }
}

Fetch it by URL: GET /api/v1/registry/woodartcrafts-apartmanweb-geo-fundamentals/manifest?version=1.0.0