How do I install the Geo Tracker skill?

Run npx skillmds@latest add modbender/geo-tracker in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Geo Tracker safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Geo Tracker?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Geo Tracker free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Geo Tracker?

modbender (@modbender) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Geo Tracker by modbender — Agent Skill

Name: Geo Tracker
Rating: 4.2 (5 reviews)
Author: modbender

Geo Tracker

Track and optimize brand visibility across AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overview, Claude). Use when monitoring brand mentions in AI answers, running GEO audits, comparing brand vs competitors in AI responses, or optimizing content for generative engine citation. Supports single queries, batch audits, and scheduled monitoring.

modbender Updated Sep 9, 2026 12 repo stars

File contents

GEO Tracker

Track how AI engines mention (or ignore) a brand. Query multiple AI-powered search engines, extract brand mentions, score visibility, and generate actionable optimization reports.

Quick Start

Single Query Check

python3 scripts/geo_query.py --brand "EZsite.ai" --query "best AI website builder" --engines chatgpt,perplexity,gemini

Full Audit (batch prompts)

python3 scripts/geo_audit.py --brand "EZsite.ai" --prompts references/prompts.txt --engines all --output report.md

Competitor Comparison

python3 scripts/geo_query.py --brand "EZsite.ai" --competitors "Wix,Squarespace,Framer" --query "best website builder for small business"

Dependencies

Install required Python packages (one-time):

pip3 install openai anthropic google-generativeai

Or create a virtual environment:

python3 -m venv venv
source venv/bin/activate
pip install openai anthropic google-generativeai

Set API keys as environment variables:

export OPENAI_API_KEY="sk-..."
export PERPLEXITY_API_KEY="..."
export GOOGLE_API_KEY="..."
export ANTHROPIC_API_KEY="sk-ant-..."

How It Works

Takes a brand name + search prompts
Queries AI engines via their APIs or web interfaces
Extracts: mentions, citations, sentiment, positioning
Scores visibility (0-100) per engine and overall
Generates optimization recommendations

Engines Supported

Engine	Method	API Key Env Var
ChatGPT	OpenAI API	`OPENAI_API_KEY`
Perplexity	Perplexity API	`PERPLEXITY_API_KEY`
Gemini	Google AI API	`GOOGLE_API_KEY`
Claude	Anthropic API	`ANTHROPIC_API_KEY`
Google AI Overview	web_search tool	(none)

At minimum, configure one API key. More engines = better coverage.

Visibility Score

0-20: Invisible — AI doesn't know the brand
21-40: Low — occasional mentions, not recommended
41-60: Moderate — mentioned but not top choice
61-80: Strong — frequently cited/recommended
81-100: Dominant — top recommendation across engines

Output Format

Reports include:

Per-engine mention count and context
Visibility score breakdown
Competitor comparison matrix
Top optimization recommendations
Source prompts that triggered (or missed) mentions

Prompt Library

Edit references/prompts.txt — one prompt per line. These are the queries sent to AI engines.

Example prompts for a website builder brand:

best AI website builder
how to build a website without coding
website builder comparison 2025
best website builder for small business
AI-powered web design tools

Optimization Tips Reference

See references/geo-optimization.md for content optimization strategies to improve AI visibility.

Scheduling

Use OpenClaw cron to run daily/weekly audits:

Schedule a daily GEO audit for EZsite.ai at 9am

The agent will run the audit and report findings.

---name: geo-trackerdescription: Track and optimize brand visibility across AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overview, Claude). Use when monitoring brand mentions in AI answers, running GEO audits, comparing brand vs competitors in AI responses, or optimizing content for generative engine citation. Supports single queries, batch audits, and scheduled monitoring.--- # GEO Tracker Track how AI engines mention (or ignore) a brand. Query multiple AI-powered search engines, extract brand mentions, score visibility, and generate actionable optimization reports. ## Quick Start ### Single Query Check ```bash python3 scripts/geo_query.py --brand "EZsite.ai" --query "best AI website builder" --engines chatgpt,perplexity,gemini ``` ### Full Audit (batch prompts) ```bash python3 scripts/geo_audit.py --brand "EZsite.ai" --prompts references/prompts.txt --engines all --output report.md ``` ### Competitor Comparison ```bash python3 scripts/geo_query.py --brand "EZsite.ai" --competitors "Wix,Squarespace,Framer" --query "best website builder for small business" ``` ## Dependencies Install required Python packages (one-time): ```bash pip3 install openai anthropic google-generativeai ``` Or create a virtual environment: ```bash python3 -m venv venv source venv/bin/activate pip install openai anthropic google-generativeai ``` Set API keys as environment variables: ```bash export OPENAI_API_KEY="sk-..." export PERPLEXITY_API_KEY="..." export GOOGLE_API_KEY="..." export ANTHROPIC_API_KEY="sk-ant-..." ``` ## How It Works 1. Takes a brand name + search prompts 2. Queries AI engines via their APIs or web interfaces 3. Extracts: mentions, citations, sentiment, positioning 4. Scores visibility (0-100) per engine and overall 5. Generates optimization recommendations ## Engines Supported | Engine | Method | API Key Env Var | |--------|--------|-----------------| | ChatGPT | OpenAI API | `OPENAI_API_KEY` | | Perplexity | Perplexity API | `PERPLEXITY_API_KEY` | | Gemini | Google AI API | `GOOGLE_API_KEY` | | Claude | Anthropic API | `ANTHROPIC_API_KEY` | | Google AI Overview | web_search tool | (none) | At minimum, configure one API key. More engines = better coverage. ## Visibility Score - 0-20: Invisible — AI doesn't know the brand - 21-40: Low — occasional mentions, not recommended - 41-60: Moderate — mentioned but not top choice - 61-80: Strong — frequently cited/recommended - 81-100: Dominant — top recommendation across engines ## Output Format Reports include: - Per-engine mention count and context - Visibility score breakdown - Competitor comparison matrix - Top optimization recommendations - Source prompts that triggered (or missed) mentions ## Prompt Library Edit `references/prompts.txt` — one prompt per line. These are the queries sent to AI engines. Example prompts for a website builder brand: ``` best AI website builder how to build a website without coding website builder comparison 2025 best website builder for small business AI-powered web design tools ``` ## Optimization Tips Reference See `references/geo-optimization.md` for content optimization strategies to improve AI visibility. ## Scheduling Use OpenClaw cron to run daily/weekly audits: ``` Schedule a daily GEO audit for EZsite.ai at 9am ``` The agent will run the audit and report findings.

Frequently asked questions