ai-seo

Optimize website content for citation by AI search engines like ChatGPT, Perplexity, and Google AI Overviews.

Updated Jul 14, 2026
One-click install
npx skills add https://github.com/usmangurowa/sifter --skill ai-seo-usmangurowa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-seo
Source: https://github.com/usmangurowa/sifter/tree/main/.agents/skills/ai-seo
Command: npx skills add https://github.com/usmangurowa/sifter --skill ai-seo-usmangurowa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Brands are losing visibility as AI Overviews and AI assistants answer queries directly, and most content is not structured to be extracted, cited, or recommended by these systems. This Skill audits and optimizes content so it gets cited as a source in AI-generated answers across Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot. ## Core Features & Use Cases - AI Visibility Audit: Test key queries across AI platforms, analyze competitor citation patterns, check content extractability, and verify AI bot access in robots.txt. - Three-Pillar Optimization Framework: Structure (extractable answer blocks, comparison tables, FAQ sections), Authority (statistics, citations, expert quotes per Princeton GEO research), and Presence (Wikipedia, Reddit, review sites, machine-readable files like llms.txt and pricing.md). - Platform-Specific Guidance: Detailed ranking factors for each AI engine, plus the citation-vs-recommendation distinction so emerging brands invest in offsite consensus rather than self-promotional listicles. - Use Case: A SaaS company notices competitors appearing in ChatGPT answers for "best project management software" while they are absent. The Skill runs the visibility audit, identifies missing schema markup and blocked AI bots, and produces a prioritized action plan. ## 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 website cited by ChatGPT and Perplexity?

Make content extractable with self-contained answer blocks of 40-60 words, comparison tables, and FAQ sections. Add statistics with named sources, allow AI bots like GPTBot and PerplexityBot in robots.txt, and build third-party presence on Wikipedia, Reddit, and review sites.

What content types get cited most by AI search engines?

Comparison articles earn roughly 33% of AI citations, followed by definitive guides at 15% and original research at 12%. 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 crawlers prevents those platforms from citing your content, which eliminates your AI search visibility. A middle ground is blocking training-only crawlers like CCBot while allowing search-and-cite bots such as GPTBot, PerplexityBot, ClaudeBot, and Google-Extended.

Does schema markup help with Google AI Overviews?

Google states structured data is not required for AI Overviews, but FAQPage, Article, HowTo, and Product schemas correlate with 30-40% higher AI visibility on non-Google engines. Schema remains recommended as part of an overall SEO strategy.

Why do AI answers cite my competitor's guide but recommend other brands?

Citation and recommendation are governed by different systems: citations reward useful content structure, while recommendations reflect web-wide consensus from reviews, forums, and analysts. Self-promotional listicles from emerging brands often earn citations while the AI recommends the competitors named in the guide.

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

Use a traditional SEO audit for issues like organic traffic drops, crawlability problems, and on-page optimization. AI SEO builds on that foundation, adding extractable structure and authority signals specifically for citation by AI assistants and answer engines.