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⚙️ AI Tools & Utilities

GEO Optimizationv1.1.0

Name: GEO Optimization
Author: capt-marbles

geo-optimization

capt-marbles

Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discoverability and citation.

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

5.0K

Stars

CreatedJan 27, 2026

UpdatedMay 17, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install capt-marbles/geo-optimization

Skill Package6 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

A70/100

Grade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation17/35

· 5 installs (low)
· 2819 downloads (high demand)
· 6 stars

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

Security Analysis

💙 Low Risk

UNSAFE_SHELLmedium

Potentially destructive shell commands in tool definitions

eval (

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://schema.org

KNOWN_EXTERNALlow

Uses known external API (expected, informational)

api.perplexity.ai

AI Analysis

The skill definition is a documentation guide for content optimization and contains no executable code, tool definitions, or instructions for the AI to perform actions. The flagged signals appear to be from a previous scan of a different, more technical implementation and are not present in the provided text.

Audited Apr 16, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 1, 2026

Content MarketersSEO SpecialistsWebsite Ownersbeginner

💡 Application Scenarios

Website Content Optimization for AI SearchDigital Marketing

A content marketing agency uses GEO to optimize client websites, ensuring pages are structured with clear entity definitions, quotable facts, and FAQ sections. This increases visibility in AI search engines like ChatGPT and Perplexity, leading to more citations and traffic.

Product Comparison Page EnhancementSoftware as a Service (SaaS)

A SaaS company creates detailed comparison pages between its product and competitors, following GEO templates with factual tables and specific statistics. This helps the product appear as a recommended alternative in AI-generated answers, boosting conversions.

E-commerce Category Page OptimizationE-commerce

An online retailer optimizes product category pages with structured data, clear definitions, and up-to-date pricing information. This makes the pages more parseable by AI, increasing chances of being cited in shopping-related queries on platforms like Google AI Overviews.

Educational Resource Development for LLMsEducation

A university or educational publisher uses GEO to create authoritative content on academic topics, incorporating FAQs, comparison tables, and recent data. This ensures the content is frequently cited by AI tools, enhancing credibility and reach.

Local Business SEO for AI DiscoveryLocal Services

A local service business, such as a restaurant or clinic, applies GEO principles to its website by adding clear entity definitions, customer testimonials with specific results, and freshness signals like regular updates. This improves visibility in local AI search results.

💼 Business Models

GEO Consulting ServicesProject-based fees ranging from $1,000 to $10,000+ depending on scope

Offer GEO audits and optimization services to businesses, charging per project or on a retainer basis. This includes analyzing existing content, implementing templates, and tracking citation improvements in AI search engines.

SaaS Tool for GEO AutomationMonthly subscriptions from $50 to $500 per user

Develop a software tool that automates GEO audits, generates optimized content templates, and monitors AI search visibility. Monetize through subscription plans, with tiers based on features like real-time tracking and integration capabilities.

Content Creation Agency with GEO FocusRetainer or per-piece pricing, averaging $500 to $5,000 per project

Run an agency that specializes in creating GEO-optimized content, such as comparison pages, FAQ sections, and entity definitions. Charge clients based on content volume, complexity, and performance metrics like citation rates.

💬 Integration Tip

Start by auditing existing content using the GEO checklist, then implement templates gradually, focusing on high-traffic pages first to see quick improvements in AI visibility.