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oliverjone01-dev
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geo-aeo

Optimize web content for AI citation and visibility across search systems.

1|Updated Apr 16, 2026
Search Tags:#faq#content optimization#geo#schema markup#aeo#ai visibility#citation rate
One-click install
npx skills add https://github.com/oliverjone01-dev/t1 --skill geo-aeo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-aeo
Source: https://github.com/oliverjone01-dev/t1/tree/main/.claude/skills/geo-aeo
Command: npx skills add https://github.com/oliverjone01-dev/t1 --skill geo-aeo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps content teams make pages more likely to be cited by AI search systems by structuring pages around entities, answers, and proof points instead of generic SEO copy.

Core Features & Use Cases

  • AI Visibility Audits: Review existing pages for citation readiness, schema coverage, and missing trust signals.
  • Content Optimization: Rewrite blog posts, homepage copy, and category pages to improve AI citation potential.
  • FAQ and Entity Structuring: Add high-value FAQs, comparative statements, named experts, and freshness markers for pages that need stronger AI discoverability.

Quick Start

Optimize this page for AI citation by applying the geo-aeo checklist to the provided draft and return the improved structure, FAQ set, schema hints, and freshness signals.

Frequently Asked Questions about geo-aeo

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

FAQPage Schema
How do I optimize content for AI citations in search systems like ChatGPT and Perplexity?▼

AI citation optimization requires structuring pages with entity definitions, FAQ formats, comparative statements, and schema markup to increase visibility and citation rate in AI search results.

What is AI visibility audit and how does it improve citation readiness?▼

AI visibility audit reviews existing pages for citation readiness, schema coverage, and missing trust signals. It identifies gaps in structured data cues and freshness signals to improve AI discoverability.

How do I format FAQs and entity definitions for AI search discoverability?▼

Format FAQs and entity definitions by adding high-value comparative statements, named expert attribution, and freshness markers. This structured approach ensures AI search systems parse and cite pages accurately.

Does AI citation optimization work for homepage metadata and product pages?▼

AI citation optimization applies to homepage metadata, product pages, category pages, and blog posts. It rewrites generic SEO copy into entity-driven content with structured data cues.

What's the best way to track citation rate and freshness signals for AI search?▼

Track citation rate and freshness signals by applying audit workflows that monitor named attribution, schema markup, and structured data cues across pages to maintain AI search visibility.

Why does my content not get cited by Gemini or YandexGPT?▼

Content fails to get cited by Gemini or YandexGPT when it lacks structured entity definitions, FAQ structure, comparative statements, and named attribution required for AI search systems.

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