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GEO Tracker

Track and optimize brand visibility across AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overview, Claude). Use when monitoring brand mentions in...

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Track and optimize brand visibility across AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overview, Claude). Use when monitoring brand mentions in...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md, references/geo-optimization.md, references/prompts.txt, scripts/geo_audit.py, scripts/geo_query.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

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.

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

EngineMethodAPI Key Env VarChatGPTOpenAI APIOPENAI_API_KEYPerplexityPerplexity APIPERPLEXITY_API_KEYGeminiGoogle AI APIGOOGLE_API_KEYClaudeAnthropic APIANTHROPIC_API_KEYGoogle AI Overviewweb_search tool(none) At minimum, configure one API key. More engines = better coverage.

Visibility Score

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

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Docs2 Scripts1 Files
  • SKILL.md Primary doc
  • README.md Docs
  • references/geo-optimization.md Docs
  • scripts/geo_audit.py Scripts
  • scripts/geo_query.py Scripts
  • references/prompts.txt Files