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SEO48k · #4129

seo-geo

Helps your agent optimize texts for AI searches. It improves citation and crawler accessibility. Use so your content is well-seen by AI systems.

What it does

This tool helps optimize your content so it appears in AI summaries (like Google's AI Overviews), ChatGPT, and other smart search systems. It checks if your website is ready to be read and cited by these AIs.

When to use it

  • ✓When you want your content to be more visible in AI-powered searches.
  • ✓When checking if your website is correctly set up for AIs.
  • ✓If you need your content to be cited by AIs like ChatGPT.

Example of what to ask your AI

“Optimize my website to appear in Google's AI Overviews and on ChatGPT.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/seo-geo/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/seo-geo/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The tool analyzes your text structure, the presence of clear information and reliable sources, and checks if AI bots can access your site. It also verifies if you have a configured 'llms.txt' file.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill seo-geo

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/seo-geo/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

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.

Strong signals:

  • Clean H1->H2->H3 heading hierarchy
  • Question-based headings (matches query patterns)
  • Short paragraphs (2-4 sentences)
  • Tables for comparative data
  • Ordered/unordered lists for step-by-step or multi-item content
  • FAQ sections with clear Q&A format

Weak signals:

  • Wall of text with no structure
  • Inconsistent heading hierarchy
  • No lists or tables
  • Information buried in paragraphs

3. Multi-Modal Content (15%)

Content with multi-modal elements sees 156% higher selection rates.

Check for:

  • Text + relevant images
  • Video content (embedded or linked)
  • Infographics and charts
  • Interactive elements (calculators, tools)
  • Structured data supporting media

4. Authority & Brand Signals (20%)

Strong signals:

  • Author byline with credentials
  • Publication date and last-updated date
  • Citations to primary sources (studies, official docs, data)
  • Organization credentials and affiliations
  • Expert quotes with attribution
  • Entity presence in Wikipedia, Wikidata
  • Mentions on Reddit, YouTube, LinkedIn

Weak signals:

  • Anonymous authorship
  • No dates
  • No sources cited
  • No brand presence across platforms

5. Technical Accessibility (20%)

AI crawlers do NOT execute JavaScript. Server-side rendering is critical.

Check for:

  • Server-side rendering (SSR) vs client-only content
  • AI crawler access in robots.txt
  • llms.txt file presence and configuration
  • RSL 1.0 licensing terms

AI Crawler Detection

Check robots.txt for these AI crawlers:

Crawler Owner Purpose
GPTBot OpenAI ChatGPT web search
OAI-SearchBot OpenAI OpenAI search features
ChatGPT-User OpenAI ChatGPT browsing
ClaudeBot Anthropic Claude web features
PerplexityBot Perplexity Perplexity AI search
CCBot Common Crawl Training data (often blocked)
anthropic-ai Anthropic Claude training
Bytespider ByteDance TikTok/Douyin AI
cohere-ai Cohere Cohere models

Recommendation: Allow GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot for AI search visibility. Block CCBot and training crawlers if desired.


llms.txt Standard

The emerging llms.txt standard provides AI crawlers with structured content guidance.

Location: /llms.txt (root of domain)

Format:

# Title of site

…
FAQ

What are 'AI Overviews'?

These are AI-generated summaries that appear at the top of Google search results to quickly answer questions.

Why are brand mentions more important than backlinks?

Studies show that AIs consider how often your brand is mentioned on other platforms (like YouTube or Reddit) more important than the number of links pointing to your website.

What is 'llms.txt'?

It's a file you can add to your website to give specific instructions to AIs about which content they should read and how they should cite it.

Details

Original description by the author

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.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#4129
License
MIT
Updated
10/15/2026

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