GEO Visibility Checker — Claude AI Skill for AI Search Optimization

Who This Is For

Built for content marketers, SEO practitioners, and website owners who are publishing good content but not appearing in AI-generated answers on ChatGPT, Perplexity, or Google AI Overviews.

The Problem

AI search citation is not random. It follows patterns: entity density, factual specificity, direct-answer structure, authoritative framing, speakable content, and OASF formatting. Most content fails on two or three of these signals — not all of them — which means the fixes are targeted and manageable. The problem is knowing which signals are failing. This skill evaluates your page against all of them and tells you exactly what to change.

What It Does

• Evaluates entity density — how many named entities your page references and whether they are specific enough to be useful to AI systems
• Assesses factual specificity — the ratio of specific, verifiable claims to vague generalizations
• Checks for direct-answer structure and speakable schema markers
• Evaluates OASF formatting — the structure that makes content citation-friendly to generative engines
• Identifies the 3 to 5 highest-leverage changes that would most improve AI citation probability

What You Get

The complete skill file in Claude-compatible format, a prompt library specific to the use case, and a setup guide that gets you running in under five minutes. After purchase, everything downloads instantly.

Frequently Asked Questions

What is GEO and how is it different from SEO?

SEO optimizes for search engine rankings. GEO — Generative Engine Optimization — optimizes for AI citation: getting your content surfaced as a source when ChatGPT, Perplexity, or Google AI Overviews answers a question. The signals are related but distinct.

Can this guarantee my content will be cited by AI systems?

No — AI citation is probabilistic, not deterministic. What this skill does is identify and address the specific signals that correlate with AI citation, increasing your probability of being cited.

Does this work for any type of content?

Yes. The skill evaluates any page — blog posts, service pages, product pages, and landing pages all have GEO optimization opportunities.

How is this delivered?

Within 24 hours of purchase via email from will@tygartmedia.com. Skill file, prompt library, and setup guide delivered as a ZIP download.

Does this require a paid Claude subscription?

A Claude account is required. The free tier works for light use. Claude Pro ($20/mo) is recommended for regular use. The skill works with both.

Can I get a custom version built for my specific business?

Yes. Email will@tygartmedia.com with a description of your business and workflows. Custom skill builds are available as part of The Fitting service.