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GEO Content Optimizer

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.

skill openclawclawhub Free
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High Signal

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.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, references/dimensions.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

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

DimensionLow (1-2)High (4-5)Definition ClarityVagueCitable definitions with metricsQuotable StatementsGeneric claimsSpecific facts with sourcesFactual DensityOpinion-heavyData-packedSource CitationsNoneTraceable to authorityQ&A FormatProse onlyExplicit Q&A sectionsAuthority SignalsNo credentialsExpert bylines, credentialsContent FreshnessOutdatedDated citations, recent dataStructural ClarityPoor hierarchyClear 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)

Add specific statistics with dates and sources Create standalone definition paragraphs Include expert quotes with credentials Add comparison tables Create FAQ section with 5-7 questions Replace vague claims with verified facts Insert authoritative source citations

Output Format

  • ## 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

Category context

Messaging, meetings, inboxes, CRM, and teammate communication surfaces.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs
  • SKILL.md Primary doc
  • references/dimensions.md Docs