Agent skill · marketing growth · sickn33
seo-geo
Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.
Why this skill is useful
Provides specific optimization techniques and criteria for enhancing AI visibility and citations that the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
AI Search / GEO Optimization (February 2026) When to Use Use when improving visibility in AI Overviews, ChatGPT, Perplexity, or similar AI search systems. Use when evaluating llms.txt readiness, AI crawler access, or citation-oriented content structure. Use when the user asks about GEO, AI SEO, LLM visibility, or AI citations. Key Statistics Metric Value Source -------- ------- -------- AI Overviews reach 1.5 billion users/month across 200+ countries Google AI Overviews query coverage 50%+ of all queries Industry data AI-referred sessions growth 527% (Jan-May 2025) SparkToro ChatGPT weekly active users 900 million OpenAI Perplexity monthly queries 500+ million Perplexity Critical Insight: Brand Mentions > Backlinks Brand mentions correlate 3x more strongly with AI visibility than backlinks. (Ahrefs December 2025 study of 75,000 brands) Signal Correlation with AI Citations -------- ------------------------------ YouTube mentions ~0.737 (strongest) Reddit mentions High Wikipedia presence High LinkedIn presence Moderate Domain Rating (backlinks) ~0.266 (weak) Only 11% of domains are cited by both ChatGPT and Google AI Overviews for the same query, so platform-specific optimization is essential. --- GEO Analysis Criteria (Updated) 1. Citability Score (25%) Optimal passage length: 134-167 words for AI citation. Strong signals: Clear, quotable sentences with specific facts/statistics Self-contained answer blocks (can be extracted without context) Direct answer in first 40-60 words of section Claims attributed with specific sources Definitions following "X is..." or "X refers to..." patterns Unique data points not found elsewhere Weak signals: Vague, general statements Opinion without evidence Buried conclusions No specific data points 2. Structural Readability (20%) 92% of AI Overview citations come from top-10 ranking pages, but 47% come from pages ranking below position 5, demonstrating different selection logic. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/seo-geo--4d80d8