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JasonColapietro
JasonColapietroCOMMUNITY
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suede-ai-seo

Audits and optimizes web content for citation by AI search engines like ChatGPT, Perplexity, and Google AI Overviews.

123|10|Updated May 24, 2026
Search Tags:#robots.txt#schema markup#ai seo#answer engine optimization#ai overviews#llm citations#generative engine optimization
One-click install
npx skills add https://github.com/JasonColapietro/suede-creator-skills --skill suede-ai-seo-jasoncolapietro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: suede-ai-seo
Source: https://github.com/JasonColapietro/suede-creator-skills/tree/main/skills/suede-ai-seo
Command: npx skills add https://github.com/JasonColapietro/suede-creator-skills --skill suede-ai-seo-jasoncolapietro

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Brands increasingly lose visibility because AI search engines answer queries directly, and most content is not structured to be extracted, cited, or recommended by ChatGPT, Perplexity, Claude, or Google AI Overviews. ## Core Features & Use Cases - AI Visibility Audit: Test key queries across AI platforms, analyze competitor citation patterns, score content extractability, and verify AI bot access in robots.txt. - Three-Pillar Optimization: Apply Structure (extractable answer blocks, FAQ schema, comparison tables), Authority (cited statistics, expert attribution, freshness), and Presence (Wikipedia, Reddit, review sites) frameworks grounded in the Princeton GEO research. - Machine-Readable Files: Create llms.txt, /pricing.md, and Open Knowledge Format bundles so AI agents can parse your product and pricing. - Use Case: A SaaS team notices competitors cited in ChatGPT answers for their category. The skill runs the visibility audit, identifies missing FAQ schema and blocked GPTBot rules, and returns a prioritized fix list with a structured report. ## Quick Start Ask the agent to audit your website's AI search visibility across ChatGPT, Perplexity, and Google AI Overviews and produce a prioritized optimization plan.

Frequently Asked Questions about suede-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?▼

Make content extractable with self-contained 40-60 word answer blocks, comparison tables, and FAQ sections, then build authority with cited statistics and expert attribution. The Princeton GEO study found citing sources boosts AI visibility by about 40% and adding statistics by about 37%.

What is the difference between AI SEO and traditional SEO?▼

Traditional SEO gets pages ranked; AI SEO gets content cited inside generated answers. AI systems select sources based on structure, clarity, and authority rather than rank position, so a well-structured page can be cited even without a page-one ranking.

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

Blocking AI crawlers like GPTBot, PerplexityBot, ClaudeBot, and Google-Extended prevents those platforms from citing your content at all. If training use is the concern, you can block training-only crawlers like CCBot while allowing the search-and-cite bots.

Does schema markup help with Google AI Overviews?▼

Google states no special markup is required for AI Overviews, which rely on core Search ranking and E-E-A-T signals. Schema such as FAQPage, HowTo, and Article still helps non-Google engines like Perplexity and ChatGPT extract and cite your content.

Why do AI answers cite my guide but recommend my competitors?▼

Citation and recommendation are governed by different systems: citation reflects your content's usefulness, while recommendation reflects web-wide consensus from reviews, forums, analysts, and press. Self-promotional listicles from emerging brands often earn citations while the answer recommends established competitors instead.

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

Use a traditional technical SEO audit (the suede-seo-audit skill) for crawlability, on-page optimization, and traffic-drop diagnosis. This skill is specifically for visibility inside AI-generated answers, not general ranking problems.

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