ai-seo

Optimizes content structure and authority signals for citation by AI search engines.

Updated Dec 22, 2025
One-click install
npx skills add https://github.com/Endsi3g/prospecting-app --skill ai-seo-endsi3g
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-seo
Source: https://github.com/Endsi3g/prospecting-app/tree/main/.agents/skills/ai-seo
Command: npx skills add https://github.com/Endsi3g/prospecting-app --skill ai-seo-endsi3g

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Brands are increasingly invisible in AI-generated answers from ChatGPT, Perplexity, and Google AI Overviews, losing traffic and citations to competitors even when they rank well in traditional search. ## Core Features & Use Cases - AI Visibility Audit: Test key queries across Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot to measure citation rates and competitor presence. - Three-Pillar Optimization Framework: Apply Structure (extractable content blocks), Authority (citations, statistics, expert quotes per Princeton GEO research), and Presence (third-party platforms like Wikipedia and Reddit). - AI Bot Access Configuration: Verify robots.txt allows GPTBot, PerplexityBot, ClaudeBot, and other AI crawlers so platforms can cite your content. - Use Case: A SaaS company discovers competitors are cited in ChatGPT answers for their category. The skill audits their content extractability, recommends comparison tables and statistic blocks, and fixes robots.txt rules blocking AI crawlers. ## Quick Start Audit my website's visibility across ChatGPT, Perplexity, and Google AI Overviews and give me a prioritized plan to get cited in AI answers.

Frequently Asked Questions about ai-seo

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

FAQPage Schema
How do I get my content cited by ChatGPT and Perplexity?

Getting cited by AI search engines requires three pillars: structure content into extractable blocks with clear definitions and tables, build authority with cited statistics and expert quotes, and maintain presence on third-party platforms like Wikipedia and Reddit. Content with citations sees up to 40% visibility boosts per Princeton GEO research.

What content types get cited most by AI search engines?

Comparison articles receive roughly 33% of AI citations, followed by definitive guides (~15%), original research (~12%), and best-of listicles (~10%). These formats work because they provide structured, extractable, authoritative information that AI systems can quote directly.

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

Blocking AI bots prevents training on your content but also prevents those platforms from citing you in answers. A middle ground is blocking training-only crawlers like CCBot while allowing search bots such as GPTBot, PerplexityBot, ClaudeBot, and Google-Extended.

Does schema markup help with AI search visibility?

Yes, structured data gives AI systems machine-readable context about your content, with properly marked-up pages showing 30-40% higher AI visibility. Key schemas include Article, FAQPage, HowTo, Product, and Organization.

Why are competitors cited in Google AI Overviews but not my site?

AI Overviews select sources based on content structure, authority signals, and extractability rather than rank position alone — only about 15% of AI Overview sources overlap with traditional top-10 results. Audit competitor pages for clearer answer blocks, more cited statistics, fresher content, and schema markup you may be missing.

When should I use a traditional SEO audit instead of AI SEO?

Use a traditional SEO audit for technical issues like crawlability, site speed, and ranking drops in organic search. AI SEO builds on that foundation, adding content structure and authority optimization specifically for citation in AI-generated answers.