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geo-visibility

Analyze brand mentions, positions, and sentiments in AI-generated content against competitors.

Updated Aug 23, 2026
Search Tags:#brand analysis#ai visibility#competitor comparison#geo visibility#ai content analysis
One-click install
npx skills add https://github.com/Growth4U-systems/sanchocmo-openclaw --skill geo-visibility
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-visibility
Source: https://github.com/Growth4U-systems/sanchocmo-openclaw/tree/main/skills/geo-visibility
Command: npx skills add https://github.com/Growth4U-systems/sanchocmo-openclaw --skill geo-visibility

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires Gemini, ChatGPT, Perplexity, web_search, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill analyzes the geographical visibility of a brand across AI models like Gemini, ChatGPT, and Perplexity, comparing it with competitors.

Core Features & Use Cases

  • GEO Visibility Analysis: Measures how often a brand is mentioned and its position in AI-generated content.
  • Competitive Comparison: Provides a competitive analysis of brand visibility across different niches and subniches.
  • Use Case: Utilize this Skill to understand how your brand is perceived compared to competitors in various AI-generated content landscapes.

Quick Start

Run the geo-visibility skill to analyze the GEO visibility of your brand 'BrandX'.

Frequently Asked Questions about geo-visibility

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

FAQPage Schema
How do I analyze my brand visibility in AI models like ChatGPT and Gemini?▼

To analyze brand visibility in AI models, this Skill measures how often your brand is mentioned, its position, and sentiment in AI-generated content, comparing it against competitors across Gemini, ChatGPT, and Perplexity.

What is the best way to compare my brand's AI visibility against competitors?▼

The best way to compare brand AI visibility is by analyzing mention frequency, content positioning, and sentiment across different AI platforms, providing a competitive analysis within your specific niches and subniches.

Does this brand visibility analysis require access to Perplexity and web search APIs?▼

Yes, analyzing brand visibility requires access to Gemini, ChatGPT, Perplexity, and web search APIs to extract and evaluate AI-generated content for accurate mention and sentiment analysis.

Can I measure geographical brand visibility across different AI platforms?▼

Yes, you can measure geographical brand visibility across different AI platforms by running the analysis to evaluate how your brand is perceived and positioned in various AI-generated content landscapes.

How do I track brand mentions and sentiment in AI-generated content?▼

To track brand mentions and sentiment in AI-generated content, the Skill queries multiple AI models and web search APIs, analyzing the results to measure your brand's position and sentiment relative to competitors.

What are the limitations of analyzing GEO visibility across AI models?▼

Limitations of analyzing GEO visibility include dependency on external API access to Gemini, ChatGPT, Perplexity, and web search, meaning analysis accuracy is constrained by real-time API availability and content generation variations.

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