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geo

Audits, rewrites, and creates web content optimized for citation by AI answer engines.

Updated May 25, 2026
Search Tags:#content optimization#perplexity#geo#schema markup#ai search#chatgpt citations#generative engine optimization
One-click install
npx skills add https://github.com/dheejay282002/final_project --skill geo-dheejay282002
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo
Source: https://github.com/dheejay282002/final_project/tree/main/.local/secondary_skills/geo
Command: npx skills add https://github.com/dheejay282002/final_project --skill geo-dheejay282002

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Content that ranks well in traditional search often fails to get cited by AI engines like ChatGPT, Perplexity, and Google AI Overviews, which synthesize answers instead of ranking pages. This Skill helps you audit, rewrite, and create content so it gets extracted, quoted, and cited as a source in AI-generated answers. ## Core Features & Use Cases - GEO Audits: Score existing pages against a 100-point scorecard covering direct answerability, authority and citations, structure, topical depth, and technical optimization, with prioritized recommendations and optional PDF report delivery. - GEO-Optimized Content Creation: Generate new blog posts, product pages, FAQs, documentation, landing pages, and comparison pages using answer-first structures, quotable statements, statistics, expert quotes, and FAQ sections. - GEO Content Strategy: Build a roadmap with target prompts, content gap analysis, prioritized content plans, platform-specific tactics, and a measurement framework for mention and citation rates. - Use Case: A marketing team wants their blog cited by ChatGPT and Perplexity. Use this Skill to audit their top 10 posts, rewrite them with direct answer blocks and sourced statistics, and add Article and FAQ JSON-LD schema. ## Quick Start Audit the attached blog post for GEO readiness and rewrite it so it gets cited by ChatGPT and Perplexity.

Frequently Asked Questions about geo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize content to get cited by ChatGPT and Perplexity?▼

Lead each section with a direct answer in the first 40-60 words, add sourced statistics and named expert quotes, use question-style headings, and include a FAQ section. Research shows statistics and expert quotes provide the largest visibility gains, around 30% each.

What is the difference between GEO and traditional SEO?▼

SEO ranks pages in search results, while GEO makes content extractable so AI engines cite it when synthesizing answers. GEO prioritizes direct answerability, quotable statements, and structured formats, though strong traditional SEO still feeds Google AI Overviews and Bing Copilot.

Which content changes have the highest impact for AI visibility?▼

Adding a direct answer block in the first 40-60 words is the single highest-impact change. After that, injecting sourced statistics, named expert quotes, and inline citations delivers the largest gains according to the Princeton and IIT Delhi KDD 2024 study.

Does schema markup help with AI search visibility?▼

Yes, JSON-LD schema such as Article, FAQPage, HowTo, and Product helps AI engines parse and cite content, with the strongest effect on Google AI Overviews, which uses structured data to render rich source cards.

Should I block AI crawlers like GPTBot in robots.txt?▼

No, blocking crawlers such as GPTBot, PerplexityBot, ClaudeBot, or Google-Extended prevents your content from being indexed and cited by those AI engines. Keep them allowed unless you have a specific reason to opt out.

What are common mistakes that hurt GEO performance?▼

Common mistakes include burying the answer behind preamble, unsourced claims, vague language like "studies show" without naming studies, wall-of-text formatting, thin content, outdated data, and keyword stuffing, which AI engines do not reward.

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