GEO Content Optimizer

SEO & GEO Skills Library

· 20 skills for SEO + GEO · Install all:

npx skills add aaron-he-zhu/seo-geo-claude-skills

Research

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keyword-research

·

competitor-analysis

·

serp-analysis

·

content-gap-analysis

Build

·

seo-content-writer

·

geo-content-optimizer

·

meta-tags-optimizer

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schema-markup-generator

Optimize

·

on-page-seo-auditor

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technical-seo-checker

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internal-linking-optimizer

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content-refresher

Monitor

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rank-tracker

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backlink-analyzer

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performance-reporter

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alert-manager

Cross-cutting

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content-quality-auditor

·

domain-authority-auditor

·

entity-optimizer

·

memory-management

This skill optimizes content to appear in AI-generated responses. As AI systems increasingly answer user queries directly, getting cited by these systems becomes crucial for visibility.

When to Use This Skill

Optimizing existing content for AI citations

Creating new content designed for both SEO and GEO

Improving chances of appearing in AI Overviews

Making content more quotable by AI systems

Adding authority signals that AI systems trust

Structuring content for AI comprehension

Competing for visibility in the AI-first search era

What This Skill Does

Citation Optimization

Makes content more likely to be quoted by AI

Structure Enhancement

Formats content for AI comprehension

Authority Building

Adds signals that AI systems trust

Factual Enhancement

Improves accuracy and verifiability

Quote Creation

Creates memorable, citeable statements

Source Attribution

Adds proper citations that AI can verify
GEO Scoring: Evaluates content's AI-friendliness How to Use Optimize Existing Content Optimize this content for GEO/AI citations: [content or URL] Make this article more likely to be cited by AI systems Create GEO-Optimized Content Write content about [topic] optimized for both SEO and GEO GEO Audit Audit this content for GEO readiness and suggest improvements Data Sources See CONNECTORS.md for tool category placeholders. With ~~AI monitor + ~~SEO tool connected: Automatically pull AI citation patterns (which content is being cited by ChatGPT, Claude, Perplexity), current AI visibility scores, competitor citation frequency, and AI Overview appearance tracking. With manual data only: Ask the user to provide: Target queries where they want AI citations Current content URL or full content text Any known instances where competitors are being cited by AI Proceed with the full workflow using provided data. Note in the output which metrics are from automated collection vs. user-provided data. Instructions When a user requests GEO optimization: Load CORE-EEAT GEO-First Optimization Targets Before optimizing, load GEO-critical items from the CORE-EEAT Benchmark :

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GEO Analysis: [Content Title]

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Clear definitions

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[X]

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[notes]

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Quotable statements

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[X]

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[notes]

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Factual density

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[X]

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[notes]

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Source citations

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[X]

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[notes]

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Q&A format

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[X]

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[notes]

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Authority signals

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[X]

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[notes]

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Content freshness

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[X]

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[notes]

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Structure clarity

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[X]

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[notes]

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GEO Readiness

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[avg]/10

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Average across factors

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Primary Weaknesses

:

1.

[Weakness 1]

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[Weakness 2]

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[Weakness 3]

Quick Wins

:

1.

[Quick improvement 1]

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[Quick improvement 2]

Apply GEO Optimization Techniques

GEO fundamentals

AI systems prioritize content that is authoritative (expert credentials, proper citations), accurate (verifiable, up-to-date), clear (well-structured, unambiguous), and quotable (standalone answers, specific data). See

references/geo-optimization-techniques.md

for details.

Apply the six core optimization techniques: definition optimization, quotable statement creation, authority signal enhancement, structure optimization, factual density improvement, and FAQ schema implementation.

Reference

See

references/geo-optimization-techniques.md

for detailed before/after examples, templates, and checklists for each technique.

Key principles:

Definitions

25-50 words, standalone, starting with the term

Quotable statements

Specific statistics with sources, verifiable facts

Authority signals

Expert quotes with credentials, proper source citations

Structure

Q&A format, comparison tables, numbered lists

Factual density

Replace vague claims with specific data points
FAQ schema: JSON-LD FAQPage markup matching visible content Generate GEO-Optimized Output

GEO Optimization Report

Changes Made ** Definitions Added/Improved ** : 1. [Definition 1] - [location in content] 2. [Definition 2] - [location in content] ** Quotable Statements Created ** : 1. "[Statement 1]" 2. "[Statement 2]" ** Authority Signals Added ** : 1. [Expert quote/citation] 2. [Source attribution] ** Structural Improvements ** : 1. [Change 1] 2. [Change 2]

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| | Clear definitions | [X] | [X] | +[X] | | Quotable statements | [X] | [X] | +[X] | | Factual density | [X] | [X] | +[X] | | Source citations | [X] | [X] | +[X] | | Q&A format | [X] | [X] | +[X] | | Authority signals | [X] | [X] | +[X] | | ** Overall GEO Score ** | ** [avg]/10 ** | ** [avg]/10 ** | ** +[X] ** |

AI Query Coverage This content is now optimized to answer: - "What is [topic]?" ✅ - "How does [topic] work?" ✅ - "Why is [topic] important?" ✅ - "[Topic] vs [alternative]" ✅ - "Best [topic] for [use case]" ✅ CORE-EEAT GEO Self-Check After optimization, verify GEO-First items:

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C02

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Direct Answer in first 150 words

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✅/⚠️/❌

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[notes]

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C04

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Key terms defined on first use

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✅/⚠️/❌

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[notes]

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C09

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Structured FAQ with Schema

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✅/⚠️/❌

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[notes]

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O02

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Summary Box / Key Takeaways

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✅/⚠️/❌

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[notes]

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O03

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Comparisons in tables

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✅/⚠️/❌

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[notes]

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O05

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JSON-LD Schema Markup

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✅/⚠️/❌

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[notes]

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O06

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Section chunking (3–5 sentences)

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✅/⚠️/❌

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[notes]

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R01

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≥5 precise data points with units

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✅/⚠️/❌

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[notes]

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R02

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≥1 citation per 500 words

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✅/⚠️/❌

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[notes]

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R04

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Claims backed by evidence

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✅/⚠️/❌

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[notes]

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R07

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Full entity names

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✅/⚠️/❌

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[notes]

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E01

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Original first-party data

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✅/⚠️/❌

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[notes]

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Exp10

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Limitations acknowledged

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✅/⚠️/❌

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[notes]

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Ept08

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Reasoning transparency

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✅/⚠️/❌

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[notes]

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Items Needing Attention

[list any ⚠️/❌ items]
_
For full 80-item audit, use
[
content-quality-auditor
](
../../cross-cutting/content-quality-auditor/
)
_
Validation Checkpoints
Input Validation
Content source identified (URL, full text, or content draft)
Target AI queries or topics clearly defined
Current GEO baseline assessed (if optimizing existing content)
Output Validation
At least 3 clear, quotable definitions added
Factual density improved with at least 5 verifiable statistics
All claims have source citations from authoritative sources
Q&A format sections cover top 5 user queries
GEO score improvement of at least 50% from baseline
Source of each data point clearly stated (~~AI monitor data, user-provided, or estimated)
Example
User: "Optimize this paragraph for GEO: 'Email marketing is a good way to reach customers. It's been around for a while and many businesses use it. You can send newsletters, promotions, and other messages.'" Output :

GEO-Optimized Version ** Email marketing ** is a digital marketing strategy that uses email to promote products, build customer relationships, and drive conversions. According to the Data & Marketing Association, email marketing delivers an average ROI of $42 for every $1 invested, making it the highest-performing digital marketing channel.

Key email marketing formats include:

1.

Newsletters

Regular updates sharing company news, industry insights,

and valuable content to maintain subscriber engagement

2.

Promotional emails

Time-sensitive offers, discounts, and product

announcements designed to drive immediate sales

3.

Transactional emails

Order confirmations, shipping updates, and

account notifications with 8x higher open rates than marketing emails

4.

Automated sequences

Pre-scheduled email series triggered by user
actions, such as welcome series or abandoned cart reminders
>
**
Key statistic
**: 81% of small businesses rely on email as their primary

customer acquisition channel (Emarsys, 2024).

Changes Made:

Changes: added clear definition, 2 stats with sources, structured list, DMA/Emarsys citations, 3 quotable facts.

GEO Score

1/10 → 8/10.
GEO Optimization Checklist
Reference: See the GEO Readiness Checklist in references/geo-optimization-techniques.md for the full checklist covering definitions, quotable content, authority, structure, and technical elements. Tips for Success Answer the question first - Put the answer in the first sentence Be specific - Vague content doesn't get cited Cite sources - AI systems trust verifiable information Stay current - Update statistics and facts regularly Match query format - Questions deserve direct answers Build authority - Expert credentials increase citation likelihood Reference Materials AI Citation Patterns - How Google AI Overviews, ChatGPT, Perplexity, and Claude select and cite sources Quotable Content Examples - Before/after examples of content optimized for AI citation

安装

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