Geo Optimizer

What it does

The Geo Optimizer skill helps improve your content's visibility and engagement in specific geographic areas using Generative Engine Optimization (GEO) techniques. It provides tools for auditing technical visibility, analyzing content authority through hedge density checks, and setting up AgentFacts to enhance AI agent discovery. This focuses on optimizing content specifically for AI search engines, differentiating from traditional SEO practices.

When to use it

• You want to improve your website's ranking in AI-powered search results.
• You need to assess the technical visibility of your web pages for crawlers like GPTBot and ClaudeBot.
• You are looking to reduce uncertainty language ("hedge words") within your content to increase authority.
• You want to prepare your domain for improved discovery by AI agents using the NANDA protocol.

Key capabilities

• Technical Visibility Check: Audits a website's HTML size and JavaScript dependencies, crucial for crawler compatibility.
• Content Authority Analysis: Analyzes content for "hedge density" – the frequency of uncertain language – with a target score below 0.2%.
• Agent Infrastructure Setup: Generates AgentFacts schema to facilitate AI agent discovery via the NANDA protocol.
• Metric Tracking: Provides guidance on key metrics like hedge density, HTML size budget, and JS dependency risk.

Example prompts

While this skill is primarily command-line based, you might instruct an AI agent using it:

1. "Run a GEO audit for example.com."
2. "Check the hedge density of this text: [insert content here]."
3. "Generate AgentFacts schema for my domain, example.com, with the name 'Example Service' and capabilities for both text and image processing."

Tips & gotchas

• This skill requires Python 3 to run its scripts.
• Be aware that some AI crawlers (like ClaudeBot) do not render JavaScript, so heavy reliance on JS can limit visibility.
• The target hedge density is less than 0.2% - aim for lower scores to increase content authority.