Does this skill help with AI crawler blocking?

Yes, it audits your robots.txt to ensure beneficial AI search crawlers (like GPTBot) are allowed while training-only crawlers can be restricted.

Why are brand mentions more important than backlinks for AI?

AI models prioritize community validation and entity presence on platforms like Reddit and Wikipedia over traditional domain authority metrics.

What is GEO optimization?

Generative Engine Optimization (GEO) is the practice of structuring content to be easily cited and surfaced by AI-driven search engines like Google AI Overviews, ChatGPT, and Perplexity.

What is the purpose of an llms.txt file?

It is an emerging standard that provides AI crawlers with structured guidance on your site's content, helping them index and summarize your pages more accurately.

How does the citability score work?

The skill evaluates passages for 'citability' based on an optimal length of 134-167 words, factual density, and self-contained answer blocks that AI models can easily extract.

AI Search Optimization (GEO)

Name: AI Search Optimization (GEO)
Author: nalyk

bynalyk

•

Marketing Automation

Optimizes web content for visibility in AI search engines like Google AI Overviews, ChatGPT Search, and Perplexity.

The seo-geo skill provides specialized Generative Engine Optimization (GEO) analysis to help your content rank in AI-powered search results. It evaluates your site against critical AI signals including brand mentions, passage-level citability, and server-side rendering accessibility. By generating a detailed GEO-ANALYSIS report, it identifies high-impact changes such as llms.txt implementation and optimal 134-167 word answer blocks that significantly increase the likelihood of your content being cited as a primary source by LLMs.

Key Features

012 GitHub stars

02Server-side rendering (SSR) check for AI crawler accessibility

03Brand mention and entity presence analysis across Reddit and Wikipedia

04Comprehensive GEO Readiness Scoring for major AI platforms

05AI crawler configuration audits for robots.txt and llms.txt

06Passage-level citability analysis for 134-167 word content blocks

Use Cases

01Auditing existing blog posts to improve their appearance in Google AI Overviews

02Configuring site-wide llms.txt files to better guide AI search crawlers

03Optimizing technical content to be cited by Perplexity and ChatGPT Search

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nalyk/nalyk-skills-demo seo-geo

For use in Claude.ai and ChatGPT