An automated monitoring tool designed to track and optimize brand presence across major generative search engines.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install geo-tracker
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install geo-tracker using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is GEO Tracker?
GEO Tracker is a specialized utility for Generative Engine Optimization (GEO), enabling users to analyze how their brand is mentioned across AI-powered search engines. By integrating with the broader library of Openclaw Skills, this tool provides a programmatic way to audit brand visibility, extract citations, and understand sentiment in AI-generated responses. It is essential for teams looking to maintain a competitive edge in the era of AI search.
This skill bridges the gap between traditional SEO and modern generative search by providing quantitative data on brand authority. Whether you are monitoring ChatGPT, Perplexity, or Gemini, GEO Tracker provides the insights needed to refine content strategies for better AI-driven discovery within the Openclaw Skills framework.
GEO Tracker Use Cases
- Monitoring brand mentions and sentiment within AI-generated answers.
- Conducting comprehensive GEO audits to improve brand authority in LLM training data and RAG systems.
- Comparing brand visibility against competitors in specific industry niches.
- Identifying missing citations and generating recommendations for content optimization.
How GEO Tracker Works
- The user provides a brand name and a set of search prompts via the CLI or configuration file.
- The skill queries various AI engines such as ChatGPT, Gemini, and Claude using their respective APIs.
- It extracts key data points including mention frequency, citation presence, and brand positioning.
- A visibility score (0-100) is calculated based on the prominence of the brand in the AI responses.
- The system generates a detailed Markdown report with actionable optimization strategies.
GEO Tracker Setup
To get started with this part of the Openclaw Skills collection, install the necessary dependencies:
pip3 install openai anthropic google-generativeai
Configure your environment variables with the required API keys:
export OPENAI_API_KEY="your_api_key"
export PERPLEXITY_API_KEY="your_api_key"
export GOOGLE_API_KEY="your_api_key"
export ANTHROPIC_API_KEY="your_api_key"
Run a single query check to test visibility:
python3 scripts/geo_query.py --brand "YourBrand" --query "best AI tools" --engines chatgpt,perplexity
GEO Tracker Data Schema & Taxonomy
The skill organizes its audit data and metadata using the following structures:
- Prompt Library: Managed in
references/prompts.txt, containing one query per line for batch processing. - Optimization Reference: Stored in
references/geo-optimization.mdto map visibility gaps to content strategies. - Visibility Scoring Table:
Score Level Description 0-20 Invisible Brand is not recognized by the engine 41-60 Moderate Mentioned but not as a primary recommendation 81-100 Dominant Top recommendation across multiple engines
GEO Tracker Advanced Features
- Batch audit capabilities for processing hundreds of search queries simultaneously.
- Multi-engine competitor comparison matrix for benchmarking market share in AI search.
- Integration with Openclaw Skills cron for automated weekly or daily visibility monitoring.
- Custom prompt engineering support to simulate various user personas and search intents.
SKILL.md
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